From dfdfdf20948cd14c36f04bd2cec1dd1b0cd71604 Mon Sep 17 00:00:00 2001 From: Jay Wang Date: Sun, 28 Jan 2024 19:04:28 -0500 Subject: [PATCH] Git track test data Signed-off-by: Jay Wang --- package.json | 1 + src/mememo.ts | 10 +++++++--- test/data/accident-report-embeddings-100.json | 1 + test/data/accident-reports-100.json | 1 + test/mememo.test.ts | 2 +- 5 files changed, 11 insertions(+), 4 deletions(-) create mode 100644 test/data/accident-report-embeddings-100.json create mode 100644 test/data/accident-reports-100.json diff --git a/package.json b/package.json index 37f314e..5f2de81 100644 --- a/package.json +++ b/package.json @@ -45,6 +45,7 @@ "publish": "pnpm publish --access=public" }, "devDependencies": { + "@datastructures-js/heap": "^4.3.3", "@rollup/plugin-typescript": "^11.1.6", "@types/d3-random": "^3.0.3", "@typescript-eslint/eslint-plugin": "^6.19.1", diff --git a/src/mememo.ts b/src/mememo.ts index cda0bdd..aba1447 100644 --- a/src/mememo.ts +++ b/src/mememo.ts @@ -3,9 +3,8 @@ * @author: Jay Wang (jay@zijie.wang) */ -import { randomLcg, randomUniform, randomInt } from 'd3-random'; -import { comb, getCombinations } from './utils/utils'; -import type { RandomUniform, RandomInt } from 'd3-random'; +import { randomLcg, randomUniform } from 'd3-random'; +import { MinHeap } from '@datastructures-js/heap'; export const add = (a: number, b: number) => { return a + b; @@ -212,6 +211,11 @@ export class HNSW { } } + /** + * Greedy search the closest neighbor in a layer. + */ + _searchLayer() {} + /** * Generate a random level for a node using a exponentially decaying * probability distribution diff --git a/test/data/accident-report-embeddings-100.json b/test/data/accident-report-embeddings-100.json new file mode 100644 index 0000000..95f64d1 --- /dev/null +++ b/test/data/accident-report-embeddings-100.json @@ -0,0 +1 @@ +{"embeddings": [[0.0069, -0.01467, 0.02718, -0.0002, -0.00668, -0.01256, -0.01653, 0.0023, -0.01654, -0.01261, 0.03529, 0.01696, 0.03105, 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YouTube Kids App Criticized for \u2018Inappropriate Content\u2019", "text": "Child and consumer advocacy groups complained to the Federal Trade Commission Tuesday that Google\u2019s new YouTube Kids app contains \u201cinappropriate content,\u201d including explicit sexual language and jokes about pedophilia.\n\nGoogle launched the app for young children in February, saying the available videos were \u201cnarrowed down to content appropriate for kids.\u201d", "imageURL": "http://si.wsj.net/public/resources/images/BN-IM269_YouTub_P_20150518174822.jpg", "description": "Child and consumer advocacy groups complained to the FTC that Google\u2019s new YouTube Kids app contains \u201cinappropriate content,\u201d including explicit sexual language and jokes about pedophilia.", "date": "2015-05-19"}, "2": {"reportNumber": 2, "url": "https://www.dailymail.co.uk/sciencetech/article-5358365/YouTube-Kids-app-showing-disturbing-videos.html", "title": "YouTube Kids app is STILL showing disturbing videos", "text": "Google-owned YouTube has apologised again after more disturbing videos surfaced on its YouTube Kids app.\n\nInvestigators found several unsuitable videos including one of a burning aeroplane from the cartoon Paw Patrol and footage explaining how to sharpen a knife.\n\nYouTube has been criticised for using algorithms to sieve through material rather than using human moderators to judge what might be appropriate.\n\nThere have been hundreds of disturbing videos found on YouTube Kids in recent months that are easily accessed by children.\n\nThese videos have featured horrible things happening to various characters, including ones from the Disney movie Frozen, the Minions franchise, Doc McStuffins and Thomas the Tank Engine.\n\nParents, regulators, advertisers and law enforcement have become increasingly concerned about the open nature of the service.\n\nScroll down for video\n\nYouTube has apologised again after more disturbing videos surfaced on its YouTube Kids app. Investigators found several unsuitable videos including one from the cartoon Paw Patrol on a", "imageURL": "https://i.dailymail.co.uk/i/pix/2018/02/06/15/48EEE02F00000578-0-image-a-18_1517931140185.jpg", "description": "Investigators found several unsuitable videos on the San Bruno-based site, including one of a burning aeroplane from the cartoon Paw Patrol (pictured).", "date": "2018-02-07"}, "3": {"reportNumber": 3, "url": "https://www.today.com/parents/moms-warn-disturbing-video-found-youtube-kids-please-be-careful-t101552", "title": "Disturbing YouTube Kids video shows Mickey Mouse with gun", "text": "Update, Nov. 7, 2017: TODAY Parents is resharing this story from 2016 because a new series of inappropriate videos have cropped up on YouTube Kids and are making headlines. While the channel names and characters used may be different, the problem remains the same \u2014 disturbing videos hiding behind familiar cartoon characters are making their way on to YouTube and are finding young audiences.\n\nHere's TODAY's video about the latest developments. Helpful tips to avoid such content include following only trusted YouTube channels, carefully setting and updating parental controls for video programs and apps, listening to and watching content with your children, and keeping electronic devices in an open area while they're being used.\n\nParents of tablet-using kids are no stranger to YouTube videos with the catchy tune of \"Finger Family\" songs \u2014 videos in which cartoon characters dance on the ends of illustrated fingers while singing lyrics like, \"Daddy finger, daddy", "imageURL": "https://media1.s-nbcnews.com/j/newscms/2016_31/1148921/graphic-video-mickey-mouse-finger-family-today-160805-tease_02bb1b115ae5bf9e98b3a5222355d04c.social_share_1200x630_center.jpg", "description": "Once again, parents have discovered shocking violence hidden in cartoon videos on the YouTube Kids channel. Here are tips to protect your kids.", "date": "2016-08-06"}, "4": {"reportNumber": 4, "url": "https://www.businessinsider.com/youtube-has-thousands-of-disturbing-videos-targeted-at-kids-report-2017-11", "title": "YouTube has thousands of disturbing videos targeted at kids: Report", "text": "An off-brand Paw Patrol video called \"Babies Pretend to Die Suicide\" features several disturbing scenarios. YouTube\n\nParents who let their kids watch YouTube unattended might want to pay closer attention to what they're viewing.\n\nYouTube is serving up to kids thousands of disturbing videos, many from obscure producers, that are sprinkled in with kid-friendly ones from well-known studios, according to analysis in a recent Medium post and past reporting from the BBC. At first glance, the inappropriate videos can be hard to distinguish from the benign ones, often involving well-known characters and themes. But they can often be violent or involve abuse to kids, and many appear to be generated automatically and cheaply in an apparent attempt to profit off the sometimes indiscriminate tastes of younger kids.\n\n\"The architecture [that Google and YouTube] have built to extract the maximum revenue from online video is being hacked by persons unknown to abuse children, perhaps", "imageURL": "https://amp.businessinsider.com/images/5a0360a93dbef41e008b4c19-1536-768.png", "description": "The New York Times and writer James Bridle have highlighted a host of disturbing videos on YouTube that are directed at children.", "date": "2017-11-08"}, "5": {"reportNumber": 5, "url": "https://www.polygon.com/2017/12/8/16737556/youtube-kids-video-inappropriate-superhero-disney", "title": "YouTube Kids has been a problem since 2015 - why did it take this long to address?", "text": "InIn the last few weeks, the world has learned through a number of reports that YouTube is plagued by problems with children\u2019s content. The company has ramped up moderation in recent weeks to fight the wave of inappropriate content, but this isn\u2019t the first time YouTube has been in this position.\n\nWHEN DID IT START?\n\nOn Feb. 23, 2015, YouTube announced YouTube Kids, a stand-alone app built for children and child-appropriate entertainment. The idea was to make YouTube a safer platform for parents, who didn\u2019t want their children using the main site unsupervised. The initial blog post about the Kids app mentions that \u201cparents can rest a little easier knowing that videos in the YouTube Kids app are narrowed down to content appropriate for kids.\u201d\n\nParental controls, including giving parents the ability to remove the search option from the app, giving their children access to \u201cjust the pre-selected videos available on the home", "imageURL": "https://cdn.vox-cdn.com/thumbor/FSkmwZlqVLZ5nU3GFD2wBZntdiU=/0x0:2000x1047/fit-in/1200x630/cdn.vox-cdn.com/uploads/chorus_asset/file/9821259/youtube_kids_sad.jpg", "description": "\u2018It\u2019s not a safe place for children to explore\u2019", "date": "2017-12-08"}, "6": {"reportNumber": 6, "url": "https://www.goodmorningamerica.com/family/story/parents-inappropriate-content-youtube-54993637", "title": "What parents should know about inappropriate content on YouTube", "text": "After multiple reports of inappropriate content on YouTube over the past year, \u201cGood Morning America\u201d wanted to take a closer look at the site. How often do kids end up seeing inappropriate content on the video platform? We talked with a group of Philadelphia-area tweens and their parents, who say their children often watch YouTube.\n\nHere's what parents said when asked if they've ever tried to take YouTube away from their kids.\n\n\u201cIt\u2019s like the end of the world,\" said Eve Ehrich, a mother of three kids.\n\n\u201cYou\u2019re ending their life for a day,\" another parent, Jaime Meltzer, said.\n\nAlmost all the parents said they use some form of parental controls on their computers and mobile devices to try to limit their children's exposure to inappropriate content.\n\nThe kids we talked to were all ages 10 to 13 and said they know who's \u201ckid-friendly\u201c on YouTube.\n\nSam, 11, said SuperMarioLogan is \u201cone of my favorite channels.", "imageURL": "https://s.abcnews.com/images/Entertainment/dude-perfect-ht-ml-180508_hpMain_2_16x9_992.jpg", "description": "How often do kids end up seeing inappropriate content on the video platform?", "date": "2018-05-08"}, "7": {"reportNumber": 7, "url": "https://arstechnica.com/gadgets/2017/11/youtube-to-crack-down-on-inappropriate-content-masked-as-kids-cartoons/", "title": "YouTube to crack down on inappropriate content masked as kids\u2019 cartoons", "text": "Recent news stories and blog posts highlighted the underbelly of YouTube Kids, Google's children-friendly version of the wide world of YouTube. While all content on YouTube Kids is meant to be suitable for children under the age of 13, some inappropriate videos using animations, cartoons, and child-focused keywords manage to get past YouTube's algorithms and in front of kids' eyes. Now, YouTube will implement a new policy in an attempt to make the whole of YouTube safer: it will age-restrict inappropriate videos masquerading as children's content in the main YouTube app.\n\nThe reasoning behind this decision has to do with the relationship between the main YouTube app and YouTube Kids (which has its own dedicated app). Before any video appears in the YouTube Kids app, it's filtered by algorithms that are supposed to identify appropriate children's content and content that could be inappropriate or in violation of any YouTube policies. YouTube", "imageURL": "https://cdn.arstechnica.net/wp-content/uploads/2017/11/Screen-Shot-2017-11-10-at-9.25.47-AM-760x380.png", "description": "A new age-restriction policy should keep these videos away from young viewers.", "date": "2017-11-10"}, "8": {"reportNumber": 8, "url": "https://www.nytimes.com/2018/04/25/business/media/youtube-kids-parental-controls.html", "title": "YouTube Kids, Criticized for Content, Introduces New Parental Controls", "text": "YouTube Kids, which has been criticized for inadvertently recommending disturbing videos to children, said Wednesday that it would introduce several ways for parents to limit what can be watched on the popular app.\n\nBeginning this week, parents will be able to select \u201ctrusted channels\u201d and topics that their children can access on the app, like \u201cSesame Workshop\u201d or \u201clearning,\u201d that have been curated by people at YouTube Kids and its partners. The Google-owned app said in a blog post on Wednesday that parents would also have the option to restrict video recommendations to channels that have been \u201cverified\u201d by YouTube Kids, avoiding the broader sea of content that the app pulls from the main YouTube site through algorithms and other automated processes.\n\nYouTube Kids was introduced in 2015 for children of preschool age and older, and it says it has more than 11 million weekly viewers. But parents have discovered a range", "imageURL": "https://static01.nyt.com/images/2017/11/07/business/07YOUTUBEKIDS02-inyt/07YOUTUBEKIDS02-inyt-facebookJumbo.jpg", "description": "Parents will be able to handpick the channels and topics their children can view on the app, which has been criticized for allowing disturbing content to slip through.", "date": "2018-04-26"}, "9": {"reportNumber": 9, "url": "https://www.businessinsider.com/youtube-suggested-conspiracy-videos-to-children-using-its-kids-app-2018-3", "title": "YouTube suggested conspiracy videos to children using its Kids app", "text": "Children were able to watch David Icke's conspiracy videos through YouTube Kids. Flickr/Tyler Merbler\n\nYouTube's app specifically for children is meant to filter out adult content and provide a \"world of learning and fun,\" but Business Insider found that YouTube Kids featured many conspiracy theory videos which make claims that the world is flat, that the moon landing was faked, and that the planet is ruled by reptile-human hybrids.\n\nYouTube Kids is a separate app from the main YouTube app, and it's meant to allow parents to let their children browse YouTube without being worried about any unsuitable content appearing. Children are encouraged to learn languages, read books, and watch educational videos.\n\nSearch for \"UFO\" on YouTube Kids and you'll mostly find videos of toys that are clearly fine for children to watch. But one of the top videos claimed to show a UFO shooting at a chemtrail, and we found several videos", "imageURL": "https://amp.businessinsider.com/images/5aaa96083be59f26008b461a-1920-960.jpg", "description": "YouTube removed videos from conspiracy theorist David Icke after we contacted the company.", "date": "2018-03-17"}, "10": {"reportNumber": 10, "url": "https://www.change.org/p/remove-youtube-kids-app-until-it-eliminates-its-inappropriate-content", "title": "Remove YouTube Kids app until it eliminates its inappropriate content", "text": "Videos filled with profanity, sexually explicit material, alcohol, smoking, and drug references - this is what parents are finding on Google\u2019s YouTube Kids app. That\u2019s right - its kids app. Now, parents across the country are calling on Google to remove the app until it can guarantee the total elimination of this inappropriate content.\n\nWhen my neighbors told me about the horrible adult content popping up on the Youtube Kids app, I thought there must be a mistake. Why would Google market an app as \u201ca family-friendly place to explore\u201d and not have proper safeguards in place? Unfortunately, it turned out to be true. And I\u2019ve since learned of the numerous complaints filed to the Federal Trade Commission about this very problem.\n\nEven worse, Google\u2019s response has been laughable. They tell parents to simply flag inappropriate material or set new filters. As a father of two, it makes me angry when", "imageURL": "https://assets.change.org/photos/0/yb/id/eYyBIdJOMHpqcty-1600x900-noPad.jpg?1523726975", "description": "Videos filled with profanity, sexually explicit material, alcohol, smoking, and drug references - this is what parents are finding on Google\u2019s YouTube Kids app. That\u2019s right - its kids app. Now, parents across the country are calling on Google to remove the app until it can guarantee the total elimination of this inappropriate content.\n\nWhen my neighbors told me about the horrible adult content popping up on the Youtube Kids app, I thought there must be a mistake. Why would Google market an app as \u201ca family-friendly place to explore\u201d and not have proper safeguards in place? Unfortunately, it turned out to be true. And I\u2019ve since learned of the numerous complaints filed to the Federal Trade Commission about this very problem.", "date": "2015-07-11"}, "11": {"reportNumber": 11, "url": "https://www.wired.co.uk/article/youtube-for-kids-videos-problems-algorithm-recommend", "title": "Children's YouTube is still churning out blood, suicide and cannibalism", "text": "Video still of a reproduced version of Minnie Mouse, which appeared on the now-suspended Simple Fun channel Simple Fun / WIRED\n\nYouTube videos using child-oriented search terms are evading the company's attempts to control them. In one cartoon, a woman with a Minnie Mouse head tumbles down an escalator before becoming trapped in its machinery, spurting blood, while her children (baby Mickey and Minnie characters) cry.\n\nThe cartoon, Minnie Mouse Mommy Has Pregnancy Problem & Doctor Treats Episodes! Mickey Mouse, Donald Duck Cartoon, racked up over three million views in a single day. It could be viewed even with YouTube's family-friendly restricted mode enabled and existed, along with plenty of similarly distressing content, on Simple Fun, a channel that had been in operation since July 2017.\n\nAdvertisement\n\nThe channel has now been removed by YouTube \"due to multiple or severe violations of YouTube's policy against spam, deceptive practices and misleading content or other Terms", "imageURL": "https://wi-images.condecdn.net/image/ye8GWkPPMo7/crop/1020/0.5235602094240838/f/minniefinal.jpg", "description": "Children's search terms on YouTube are still awash with bizarre and sometimes disturbing content. Why, and can anything be done to stem the tide?", "date": "2018-03-23"}, "12": {"reportNumber": 12, "url": "https://www.theverge.com/2017/11/9/16629788/youtube-kids-distrubing-inappropriate-flag-age-restrict", "title": "YouTube says it will crack down on bizarre videos targeting children", "text": "Earlier this week, a report in The New York Times and a blog post on Medium drew a lot of attention to a world of strange and sometimes disturbing videos on YouTube aimed at young children. The genre, which we reported on in February of this year, makes use of popular characters from family-friendly entertainment, but it\u2019s often created with little care, and can quickly stray from innocent themes to scenes of violence or sexuality.\n\nIn August of this year, YouTube announced that it would no longer allow creators to monetize videos which \u201cmade inappropriate use of family friendly characters.\u201d Today it\u2019s taking another step to try and police this genre.\n\n\u201cWe\u2019re in the process of implementing a new policy that age restricts this content in the YouTube main app when flagged,\u201d said Juniper Downs, YouTube\u2019s director of policy. \u201cAge-restricted content is automatically not allowed in YouTube Kids.\u201d YouTube says that it\u2019s", "imageURL": "https://cdn.vox-cdn.com/thumbor/BP61zGpZ6VCx6Hp-ro_UUS1TawQ=/0x93:1716x991/fit-in/1200x630/cdn.vox-cdn.com/uploads/chorus_asset/file/9644957/Screen_Shot_2017_11_09_at_2.33.42_PM.png", "description": "Videos that violate policy will now be age restricted", "date": "2017-11-10"}, "14": {"reportNumber": 14, "url": "https://studybreaks.com/tvfilm/youtube-kids-isnt-innocent-seems/", "title": "YouTube Kids Is Nowhere Near as Innocent As It Seems", "text": "YouTube is both a massive industry and browsing staple that people use to fill their educational and entertainment needs. According to Business Insider, the website accumulates around 1.8 billion logged-in users per month. With its high traffic rates, it makes sense that the company wants to pay its creators in order to encourage them to upload more videos. Lately, though, you may have seen YouTubers complaining about the company\u2019s advertisement revenue algorithm, as YouTube is trying to figure out the best way to pay their creators.\n\nSimply put, the more views a video gets, the more money it makes. While some YouTubers operate with integrity and continue to create the content they wish to, others have decided to alter their content in hopes of appealing to a large, easy-to-please audience: children.\n\nIn 2015, YouTube launched YouTube Kids, which was specifically created for child viewers. This branch of YouTube consists of user-face and", "imageURL": "https://studybreaks.com/wp-content/uploads/2018/11/youtube.0.jpg", "description": "YouTube is more sinister than ever before, with its darkest, most controversial content being featured on YouTube Kids, a children-oriented network.", "date": "2018-11-16"}, "15": {"reportNumber": 15, "url": "https://www.bbc.com/news/blogs-trending-39381889", "title": "The disturbing YouTube videos that are tricking children", "text": "Media playback is unsupported on your device\n\nThousands of videos on YouTube look like versions of popular cartoons but contain disturbing and inappropriate content not suitable for children.\n\nIf you're not paying much attention, it might look like an ordinary video featuring Peppa Pig, the cheeky porcine star of her own animated series. But soon after pressing play on this particular YouTube clip, the plot turns dark. A dentist with a huge syringe appears. Peppa's teeth get pulled out. Distressed crying can be heard on the soundtrack.\n\nParent and journalist Laura June almost immediately noticed something was not quite right as her three-year-old daughter was watching it.\n\n\"Peppa does a lot of screaming and crying and the dentist is just a bit sadistic and it's just way, way off what a three-year-old should watch,\" June says. She wrote about her experiences on the website The Outline.\n\n\"But the animation is like close enough to looking", "imageURL": "https://ichef.bbci.co.uk/images/ic/1024x576/p04y0fjk.jpg", "description": "Thousands of videos on YouTube look like versions of popular cartoons but contain disturbing and inappropriate content not suitable for children.", "date": "2017-03-27"}, "139": {"reportNumber": 139, "url": "https://abcnews.go.com/US/24-amazon-workers-hospital-bear-repellent-accident/story?id=59625712", "title": "24 Amazon workers sent to hospital after robot accidentally unleashes bear spray", "text": "Twenty-four Amazon workers in New Jersey have been hospitalized after a robot accidentally tore a can of bear repellent spray in a warehouse, officials said.\n\nThe two dozen workers were treated at five local hospitals, Robbinsville Township communications and public information officer John Nalbone told ABC News. One was in critical condition while 30 additional workers were treated at the scene.\n\nAll of the workers were expected to be released from the hospital within 24 hours, WABC reported Thursday.\n\nThe official investigation revealed \"an automated machine accidentally punctured a 9-ounce bear repellent can, releasing concentrated Capsaican,\" Nalbone said. Capsaicin is the major ingredient in pepper spray.\n\nThe fulfillment center was given the all clear by Wednesday evening.\n\n'Amazon's automated robots put humans in life-threatening danger today'\n\n\u201cToday at our Robbinsville fulfillment center, a damaged aerosol can dispensed strong fumes in a contained area of the facility. The safety of our employees is our top priority, and", "imageURL": "https://s.abcnews.com/images/Business/amazon-gty-jpo-181205_hpMain_16x9_992.jpg", "description": "One is in critical condition.", "date": "2018-12-06"}, "141": {"reportNumber": 141, "url": "https://www.nj.com/mercer/2018/12/80-workers-at-amazon-warehouse-in-nj-treated-after-being-sickened-by-bear-repellant.html#incart_river_index", "title": "1 critical, 54 Amazon workers treated after bear repellent discharge in N.J. warehouse", "text": "UPDATE: OSHA investigates Amazon warehouse bear spray accident that left worker critical\n\nA worker at an Amazon warehouse in New Jersey was in critical condition and another 54 required treatment after being exposed to bear repellent that discharged when a can was punctured by an automated machine Wednesday morning inside the building, officials said.\n\nA total of 54 workers at the Robbinsville distribution center were exposed to the bear repellent experienced difficulty breathing and burning in the throat and eyes, officials said. They were triaged by first responders outside the building and required treatment, according to a Robbinsville spokesman John Nalbone.\n\nTwenty-four of those workers were taken to five local hospitals, Nalbone said.\n\nOne worker was critical and was taken to Robert Wood Johnson University Hospital in Hamilton, but the employee\u2019s condition improved as of 9:30 p.m. and they were expected to be released within 24 hours, according an Amazon spokeswoman.\n\n\u201cAll of the impacted", "imageURL": "https://www.nj.com/resizer/UQhbXobI7pNmBhujCMevw9CQAyw=/1200x0/arc-anglerfish-arc2-prod-advancelocal.s3.amazonaws.com/public/VJ77DFMMSVH7VBAZ6OFKDZ6COY.jpg", "description": "UPDATE: OSHA investigates Amazon warehouse bear spray accident that left worker critical\nA worker at an Amazon warehouse in New Jersey was in critical condition and another 54 required treatment after being exposed to bear repellent that discharged when a can was punctured by an automated machine Wednesday morning inside the building, officials said.\nA total of 54 workers at the Robbinsville distribution center were exposed to the bear repellent experienced difficulty breathing and burning in the throat and eyes, officials said. They were triaged by first responders outside the building and required treatment, according to a Robbinsville spokesman John Nalbone.", "date": "2018-12-05"}, "142": {"reportNumber": 142, "url": "https://www.msn.com/en-ie/news/techandscience/robots-bear-spray-accident-puts-24-amazon-workers-in-hospital/ar-BBQzRNq", "title": "Robot's bear spray accident puts 24 Amazon workers in hospital", "text": "The Amazon fulfilment center in Robbinsville, New Jersey. Twenty-four employees at an Amazon warehouse in New Jersey were hospitalised after a robot accidentally set off a can of bear repellent.\n\nA 255g can of repellent containing concentrated capsaicin, a compound in chili peppers, was punctured by an automated machine after it fell off a shelf, according to local media.\n\nThe incident happened on Wednesday in a warehouse in Robbinsville, New Jersey, a neighbourhood on the outskirts of Trenton.\n\nOne of the 24 staff was reportedly sent to hospital in a critical condition, but on Wednesday night all the employees were expected to be released within 24 hours.\n\nIn a statement, a spokesperson for Amazon said: \u201cA damaged aerosol can dispensed strong fumes in a contained area of the facility. The safety of our employees is our top priority, and as such, all employees in that area were relocated to safe place.\u201d\n\nThe employees were hospitalised", "imageURL": "https://images.unsplash.com/photo-1586528116311-ad8dd3c8310d?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8", "description": "New Jersey incident puts new focus on working conditions in retailer\u2019s warehouses", "date": "2018-12-06"}, "143": {"reportNumber": 143, "url": "http://www.digitaljournal.com/business/amazon-bear-repellent-accident-sends-24-workers-to-the-hospital/article/538549", "title": "Amazon bear repellent accident sends 24 workers to the hospital", "text": "On Wednesday this week 24 Amazon warehouse workers in Robbinsville New Jersey were hospitalized after a robot punctured a can of repellent according to local news reports. One employee is said to be in critical condition. The accident In all, 54 workers were exposed to the fumes released. Bear repellent is made with capsaican, or chili pepper extract. Many employees had trouble breathing and complained that their throat and eyes burned. However, all of the injured workers are expected to be released from the hospital soon, if they are not already, according to a spokesperson for Amazon, Rachael Lighty. In a statement The Robbinsville warehouse has drawn scrutiny for other workplace safety issues. In 2016, OSHA issued Amazon a citation for failing to report at least 26 work-related illnesses and injuries there. Nevertheless, an This is the second accident with bear spray caused by a robot Amazon is trying to", "imageURL": "http://www.digitaljournal.com/img/1/0/5/6/6/7/2/i/3/5/5/p-large/600px-Amazon_Tower_I_topped_out,_June_2015.jpg", "description": "On Wednesday this week 24 Amazon warehouse workers in Robbinsville New Jersey were hospitalized after a robot punctured a can of repellent according to local news reports. One employee is said to be in critical condition.", "date": "2018-12-08"}, "144": {"reportNumber": 144, "url": "https://www.app.com/story/money/business/main-street/2018/12/05/bear-spray-incident-nj-amazon-warehouse-shines-light-safety-record/2215515002/", "title": "Bear spray incident at NJ Amazon warehouse shines light on safety record", "text": "CLOSE At least 17 employees were sent to the hospital after a can of bear repellent fell off a shelf at an Amazon facility in Robbinsville. North Jersey Record\n\nIn this 2017 photo, an Amazon employee makes sure a box riding on a belt is not sticking out at the Amazon Fulfillment center in Robbinsville Township. (Photo: Julio Cortez, AP)\n\nInternet giant Amazon was urged by a worker advocacy group weeks ago to give workplace safety its urgent attention.\n\nAfter a bear spray can fell off a shelf and discharged at an Amazon warehouse in Robbinsville, sending two dozen workers to the hospital, The National Council for Occupational Safety and Health said the company needs to do a better job moving products without hurting people.\n\n\"The company keeps saying that safety of workers is their 'top priority,\" Marcy Goldstein Gelb, the group's co-executive director, said. \"The tens of millions of consumers who will spend", "imageURL": "https://www.gannett-cdn.com/-mm-/b3185e6294b34bd8644aef3dd292c3675dd5c4d8/c=0-4-5074-2871/local/-/media/2018/01/18/Bergen/Morristown/636518857179043826-Warehouse.JPG?width=3200&height=1680&fit=crop", "description": "Amazon has come under increasing scrutiny for what a watchdog group says is a poor safety record.", "date": "2018-12-06"}, "145": {"reportNumber": 145, "url": "https://www.independent.co.uk/news/world/americas/us-politics/amazon-bear-repellent-new-jersey-hospital-workers-a8669381.html", "title": "Dozens of Amazon employees taken to hospital after robot unleashes bear spray", "text": "Dozens of Amazon workers have been taken to hospital after a robot tore a can of bear repellent spray, discharging fumes inside a warehouse.\n\nEmployees at Amazon\u2019s Robbinsville Township warehouse reported trouble breathing and burning sensations in their eyes and throats, a spokesperson for the township told CNN.\n\nFirst responders arrived at the facility on Wednesday after receiving a 911 call saying 54 workers were experiencing symptoms.\n\nWe\u2019ll tell you what\u2019s true. You can form your own view. From 15p \u20ac0.18 $0.18 USD 0.27 a day, more exclusives, analysis and extras.\n\nSoon after, an entire wing of the 1.3 million square foot building was evacuated, and 24 workers were sent to local hospitals.\n\nAn official investigation concluded \u201dan automated machine accidentally punctured a 9-ounce bear repellent can, releasing concentrated Capsaican\u201d.", "imageURL": "https://static.independent.co.uk/s3fs-public/thumbnails/image/2013/10/09/17/pg-38-amazon-2.jpg", "description": "Dozens of Amazon workers have been taken to hospital\u00a0after a robot tore a can of bear repellent spray, discharging fumes inside a warehouse.\u00a0 Employees at Amazon\u2019s Robbinsville\u00a0Township warehouse reported\u00a0trouble\u00a0breathing\u00a0and burning sensations in their eyes and throats, a spokesperson for the township told\u00a0CNN.", "date": "2018-12-06"}, "146": {"reportNumber": 146, "url": "https://motherboard.vice.com/en_us/article/qvqe85/24-amazon-workers-hospitalized-after-robot-punctures-bear-spray-in-warehouse", "title": "24 Amazon Workers Hospitalized After Robot Punctures Bear Spray In Warehouse", "text": "Twenty-four workers in an Amazon warehouse in New Jersey were hospitalized on Wednesday morning after a robot punctured a can of bear spray.\n\nOne worker was in critical condition, ABC News reported, and 30 more were sickened and treated on the scene. The primary cause for hospitalization was difficulty breathing, according to NBC New York. Bear spray contains concentrated capsaicin, the primary ingredient in pepper spray for humans.\n\nRobbinsville town spokespeople initially said that a can of bear spray had fallen off of the shelf in the Amazon fulfillment center, NBC New York reported, but officials later said that the cause of the accident was a robot.\n\nAn investigation revealed that \"an automated machine accidentally punctured a nine-ounce bear repellent can, releasing concentrated capsaicin,\" Robbinsville public information officer John Nalbone told ABC News. It\u2019s unclear how the incident occurred.\n\nRead More: Hackers Are Remotely Controlling Industrial Robots Now\n\n\"All of the impacted employees have been", "imageURL": "https://video-images.vice.com/articles/5c093fe02b014000068fd922/lede/1544110224248-Screen-Shot-2018-12-06-at-103009-AM.png?crop=0.9294838145231845xw:1xh;center,center&resize=1200:*", "description": "One worker was in critical condition and 30 more were sickened and treated on the scene after a robot-related accident.", "date": "2018-12-06"}, "148": {"reportNumber": 148, "url": "https://www.usatoday.com/story/money/business/2018/12/05/amazon-warehouse-nj-accident-shines-light-companys-safety-record/2216715002/", "title": "Amazon warehouse NJ accident shines light on company's safety record", "text": "CLOSE At least 17 employees were sent to the hospital after a can of bear repellent fell off a shelf at an Amazon facility in Robbinsville. North Jersey Record\n\nIn this 2017 photo, an Amazon employee makes sure a box riding on a belt is not sticking out at the Amazon Fulfillment center in Robbinsville Township. (Photo: Julio Cortez, AP)\n\nInternet giant Amazon was urged by a worker advocacy group weeks ago to give workplace safety urgent attention.\n\nThe National Council for Occupational Safety and Health said seven workers nationwide have died in accidents at Amazon warehouses since 2013, tamping down praise the company received for raising its minimum wage to $15 an hour.\n\n\"A pay increase is worth a lot more if you come home in one piece at the end of your shift,\" said Marcy Goldstein Gelb, the group's co-executive director.\n\nAt least two dozen workers at Amazon's Robbinsville, New Jersey, plant were", "imageURL": "https://www.gannett-cdn.com/-mm-/b3185e6294b34bd8644aef3dd292c3675dd5c4d8/c=0-4-5074-2871/local/-/media/2018/01/18/Bergen/Morristown/636518857179043826-Warehouse.JPG?width=3200&height=1680&fit=crop", "description": "Amazon has come under increasing scrutiny for what a watchdog group says is a poor safety record.", "date": "2018-12-06"}, "149": {"reportNumber": 149, "url": "https://www.nbcphiladelphia.com/news/local/Amazon-Warehouse-Robbinsville-Sickened-Workers-501976671.html", "title": "Robot Punctures Bear Spray Can, More Than 50 People Sickened at New Jersey Amazon Warehouse, Town Says", "text": "More than four dozen workers became sick Wednesday morning after a can of bear repellent was punctured by an automated machine. The Amazon warehouse in Robbinsville, New Jersey immediately evacuated everyone out of the affected areas.\n\nWhat to Know More than 50 people reported feeling ill and 24 were hospitalized after bear spray was released at a New Jersey Amazon facility.\n\nA spokesperson for the town of Robbinsville says the third-floor south entrance was evacuated after a robot punctured the can.\n\nWorkers' primary complaint was difficulty breathing and burning of the eyes and throat.\n\nMore than 50 employees at an Amazon warehouse in New Jersey were sickened Wednesday after an automated machine punctured a can of bear repellent spray.\n\nTwenty four of those workers were sent to five area hospitals, Robbinsville town spokesman John Nalbone said. One worker was listed in critical condition.\n\nThe workers said they were having trouble breathing and felt a burning sensation", "imageURL": "https://media.nbcphiladelphia.com/images/1200*675/Amazon+Robbinsville+Sickened+Workers+2.jpg", "description": "More than 50 employees at an Amazon warehouse in New Jersey were sickened Wednesday after an automated machine punctured a can of bear repellent spray.", "date": "2018-12-05"}, "150": {"reportNumber": 150, "url": "https://www.wired.com/story/amazon-first-bear-repellent-accident/", "title": "Amazon Has a History of Bear Repellent Accidents", "text": "Two dozen Amazon warehouse employees in New Jersey were hospitalized Wednesday, one in critical condition, after a robot punctured a can of bear repellent, according to local reports. The news was soon picked up by national outlets and spread on social media, in part because it\u2019s a perfect horror story for the year of our lord 2018.\n\nIn total, 54 workers at the Robbinsville, New Jersey, facility were exposed to fumes. Bear repellent is made with capsaicin, or chili pepper extract; many of the workers experienced trouble breathing and said their throats and eyes burned. All of the injured workers are expected to be released from hospitals soon, if they haven\u2019t been already, according to Rachael Lighty, a spokesperson for Amazon. \u201cThe safety of our employees is always our top priority,\u201d she said in a statement. The Occupational Safety and Health Administration says it is conducting an investigation into the incident.\n\nWednesday\u2019s", "imageURL": "https://media.wired.com/photos/5c0948171554ed7f00412fa2/191:100/pass/Business-Amazon-bear-spray-880283146-w.jpg", "description": "Dozens of Amazon warehouse workers in New Jersey were sickened after a robot punctured a can of bear repellent on Wednesday.", "date": "2018-12-07"}, "151": {"reportNumber": 151, "url": "https://www.bbc.com/news/world-us-canada-46468719", "title": "Amazon workers injured in bear spray accident", "text": "Twenty-four Amazon workers have been hospitalised after a bear spray can was punctured at a warehouse in New Jersey in the US on Wednesday.\n\nOne of those hospitalised is in a critical condition. Another 30 people were treated by emergency services at the scene.\n\nIt is not clear what caused the accident but Amazon is investigating.\n\nWorkers evacuated the third floor of the warehouse's south entrance during the incident on Wednesday morning.\n\nEmployees experienced breathing problems, and stinging in their throat and eyes, local officials said.\n\nJohn Nalbone, a spokesperson for Robinsville Township, told the BBC there was no threat to residents in the area and that fumes were confined to within the building.\n\nOperations at the 1.3m sq ft facility - which employs more than 3,000 people - have since resumed as normal, Mr Nalbone added.\n\n\"The safety of our employees is always our top priority and a full investigation is already underway,\" said Rachael Lighty,", "imageURL": "https://ichef.bbci.co.uk/news/1024/branded_news/457B/production/_104678771_35687c12-c4c3-4472-8f82-382b4ad89e3a.jpg", "description": "The can of bear repellent was punctured, sending fumes around the US warehouse, officials say.", "date": "2018-12-07"}, "152": {"reportNumber": 152, "url": "https://www.popularmechanics.com/technology/infrastructure/a25414009/amazon-warehouse-bear-spray-accident/", "title": "Amazon Warehouse Bear Spray Accident Injures Dozens, One Critically", "text": "Over 50 Amazon warehouse employees were sickened on Wednesday as an automated machine punctured a can of bear repellant. The accident has resulted in 24 employees being hospitalized, with one worker in such poor condition that they've been sent into intensive care.\n\nWorking in Robbinsville Township in central New Jersey, the warehouse employees were amidst the holiday rush when the accident occurred at around 8:45 a.m., according to Amazon spokesman John Nalbone. According to Nalbone, \"an automated machine punctured a 9-oz can of bear repellent,\" releasing the harsh spray into the third floor of the warehouse. Confined to the floor's south end, Nalbone says that the accident did not require a complete evacuation of the 1.3-million-square-foot facility that employs over 3,000 people.\n\nThe canister contained capsacian, which, according to the National Institutes of Health, can \"cause burning or stinging pain to the skin, and if ingested in large amounts by adults or", "imageURL": "https://hips.hearstapps.com/hmg-prod.s3.amazonaws.com/images/gettyimages-825668886-1544037538.jpg?crop=1.00xw:0.754xh;0,0&resize=1200:*", "description": "During the busiest time of year, a canister was punctured by an automated machine.", "date": "2018-12-06"}, "153": {"reportNumber": 153, "url": "https://www.tennessean.com/story/news/2018/12/06/amazon-bear-spray-accident-robot-error/2229903002/", "title": "Amazon bear spray accident attributed to robot error", "text": "CLOSE Authorities said 24 workers at an Amazon warehouse in New Jersey were taken to the hospital after a can of bear repellent was punctured and released fumes Wednesday. At least one of the workers was in critical condition. (Dec. 5) AP\n\nEmergency responders outside the Amazon warehouse in Robbinsville after 80 workers were sickened by bear repellent on Wednesday, Dec. 5, 2018. (Photo: Dustin Racioppi/NorthJersey.com)\n\nWOODLAND PARK, N.J. \u2013 One person was critically injured and nearly two dozen others were treated at five hospitals Wednesday in New Jersey after a can of bear repellent was reportedly torn open by a robot at an Amazon warehouse.\n\nAn investigation into the incident found \"an automated machine accidentally punctured a 9-ounce bear repellent can, releasing concentrated Capsaican,\" an official told ABC News.\n\nThe impacted employees were released or expected to be released from hospitals on Thursday, Amazon told ABC News in a statement.\n\nOne of the workers", "imageURL": "https://www.gannett-cdn.com/presto/2018/12/05/PNJM/590c8967-3270-4384-92b4-3765b9819aca-robbinsville.jpeg?crop=4095,2303,x0,y0&width=3200&height=1680&fit=bounds", "description": "An investigation into the incident found \"an automated machine accidentally punctured a 9-ounce bear repellent can.\"", "date": "2018-12-07"}, "154": {"reportNumber": 154, "url": "https://www.washingtonpost.com/business/2018/12/05/dozens-amazon-workers-sickened-after-bear-repellent-accidentally-discharged-warehouse/?noredirect=on&utm_term=.0001fedc3ea0", "title": "Amazon warehouse bear spray incident leaves workers sickened in Robbinsville, N.J.", "text": "Amazon boxes are stacked for delivery in Manhattan. (Mike Segar/Reuters)\n\nDozens of employees at a sprawling Amazon.com warehouse in New Jersey have been sickened after an aerosol can containing bear repellent was punctured, dispersing fumes into the air, an official said.\n\nAbout 80 workers reported trouble breathing Wednesday morning after a 9 oz. can of bear repellent was accidentally hit by an \u201cautomated machine\u201d inside the 1.3 million-square-foot facility in Robbinsville Township, near Trenton, Robbinsville spokesman John Nalbone told The Washington Post. Nalbone said 24 of the workers were transported to hospitals in the area, one of whom was listed in critical condition. The conditions of the other patients were not immediately known.\n\nAmazon said workers are being evaluated and sent to hospitals as needed.\n\n\u201cToday at our Robbinsville fulfillment center, a damaged aerosol can dispensed strong fumes in a contained area of the facility,\u201d Rachael Lighty, a spokeswoman for the company, said in", "imageURL": "https://www.washingtonpost.com/resizer/8GpLcQiz5s2l7FHXaTnktF1wrsU=/1484x0/arc-anglerfish-washpost-prod-washpost.s3.amazonaws.com/public/5KD7LUXXFEI6RBSCZFYYUJLMXU.jpg", "description": "Officials said at least 20 people are being transported to a hospital after inhaling fumes at an Amazon.com warehouse in Robbinsville Township, N.J.", "date": "2018-12-06"}, "155": {"reportNumber": 155, "url": "https://www.foxbusiness.com/retail/amazon-bear-repellent-accident-this-week-wasnt-its-first", "title": "Amazon bear repellent accident this week wasn\u2019t its first", "text": "An accident involving bear repellent at an Amazon warehouse on Wednesday that left more than two dozen hospitalized in New Jersey made national headlines -- but according to a report from Wired, that wasn\u2019t the company\u2019s first mishap involving the aerosol spray.\n\nContinue Reading Below\n\nOne person remains in critical condition and 24 workers were hospitalized on Wednesday after one of the e-commerce giant\u2019s automated robots punctured a nine-ounce can of bear repellent spray, exposing employees to the concentrated form of Capsaicin released in the air.\n\nCapsaicin is a chili pepper extract and acts as an irritant for bears and humans.\n\nAn Amazon spokesperson declined to comment on how the aerosol was damaged, but said the company has launched a full investigaiton into the incident. The employee who was in critical condition has improved, she added.\n\n\"The safety of our employees is always our top priority and a full investigation is already underway,\" the spokesperson,", "imageURL": "https://a57.foxnews.com/static.foxbusiness.com/foxbusiness.com/content/uploads/2018/03/0/0/Amazon-2.jpg?ve=1&tl=1", "description": "An accident involving bear repellent at an Amazon warehouse on Wednesday that left more than two dozen hospitalized.", "date": "2018-12-07"}, "156": {"reportNumber": 156, "url": "https://www.theguardian.com/technology/2018/dec/06/24-us-amazon-workers-hospitalised-after-robot-sets-off-bear-repellent", "title": "Amazon robot sets off bear repellant, putting 24 workers in hospital", "text": "Accident in New Jersey puts new focus on retailer\u2019s warehouse working conditions\n\nThis article is more than 4 months old\n\nThis article is more than 4 months old\n\nTwenty-four employees at an Amazon warehouse in New Jersey were taken to hospital after a robot accidentally punctured a can of bear repellant.\n\nThe 255g can containing concentrated capsaicin, a compound in chilli peppers, was punctured by an automated machine after it fell off a shelf, according to local media.\n\nThe incident happened on Wednesday at a warehouse in Robbinsville, New Jersey, on the outskirts of Trenton.\n\nHate lugging cat litter? Don't make us Amazon warehouse workers do it Read more\n\nAmazon said: \u201cAll of the impacted employees have been or are expected to be released from hospital within the next 24 hours. The safety of our employees is always our top priority and a full investigation is already under way.\u201d\n\nThe employees were taken to hospital \u201cas a precaution\u201d,", "imageURL": "https://i.guim.co.uk/img/media/f933cb4f0052dd60aeff0cf8c7bc42faa65ad779/0_0_3444_2066/master/3444.jpg?width=1200&height=630&quality=85&auto=format&fit=crop&overlay-align=bottom%2Cleft&overlay-width=100p&overlay-base64=L2ltZy9zdGF0aWMvb3ZlcmxheXMvdGctZGVmYXVsdC5wbmc&s=0b708cbfc601014f4b02b5529ed5ec97", "description": "Accident in New Jersey puts new focus on retailer\u2019s warehouse working conditions", "date": "2018-12-06"}, "157": {"reportNumber": 157, "url": "https://www.nj.com/mercer/2018/12/osha-investigates-amazon-warehouse-bear-spray-accident-that-left-worker-critical.html", "title": "OSHA investigates Amazon warehouse bear spray accident that left worker critical", "text": "The federal Occupational Safety and Health Administration is investigating an accident involving a punctured bear repellent container at a New Jersey Amazon warehouse Wednesday that left one worker in critical condition and another 24 employees seeking medical treatment.\n\nA 9-ounce can of bear repellent was ruptured by an automated machine at the Amazon fulfillment center in Robbinsville. The aerosol spray dispersed in a confined area on the third floor in the south end of the sprawling warehouse, an Amazon spokeswoman said.\n\nFifty-four workers experienced difficulty breathing and burning in the throat in eyes after being exposed to the concentrated spray, officials said.\n\nThe woman critically injured in the incident is expected to be released Thursday and make a full recovery, officials said. Twenty-four workers were taken to five area hospitals, and were released after being treated. The affected area of the 1.3 million-square-foot warehouse reopened at 5 p.m. Wednesday.\n\nListen to NJ.com on Alexa,", "imageURL": "https://www.nj.com/resizer/skRbDtm0jtGQjhs8u4XAL5yECsU=/1200x0/arc-anglerfish-arc2-prod-advancelocal.s3.amazonaws.com/public/KTOMSZQYWFGM5MCRLVDD736L2E.jpg", "description": "The federal Occupational Safety and Health Administration is investigating an accident involving a punctured bear repellent container at a New Jersey Amazon warehouse Wednesday that left one worker in critical condition and another 24 employees seeking medical treatment.\nA 9-ounce can of bear repellent was ruptured by an automated machine at the Amazon fulfillment center in Robbinsville. The aerosol spray dispersed in a confined area on the third floor in the south end of the sprawling warehouse, an Amazon spokeswoman said.\nFifty-four workers experienced difficulty breathing and burning in the throat in eyes after being exposed to the concentrated spray, officials said.", "date": "2018-12-07"}, "372": {"reportNumber": 372, "url": "https://www.nytimes.com/2018/11/27/world/asia/indonesia-lion-air-crash-.html", "title": "In Indonesia Lion Air Crash, Black Box Data Reveal Pilots\u2019 Struggle to Regain Control", "text": "Investigators have yet to recover the cockpit voice recorder, which could provide further insight into the steps taken by the pilots and whether they followed the correct procedures.\n\nDespite Boeing\u2019s insistence that the proper procedures were in the handbook, also called the emergency checklist, pilots have said since the accident that Boeing had not been clear about one potentially vital difference between the system on the new 737s and the older models. In the older versions, pilots could help address the problem of the nose being forced down improperly \u2014 a situation known as \u201crunaway stabilizer trim\u201d \u2014 by pulling back on the control column in front of them, the pilots say.\n\nIn the latest 737 generation, called the Max, that measure does not work, they said, citing information they have received since the crash. The pilots on Lion Air Flight 610 appear to have forcefully pulled back on their control columns", "imageURL": "https://static01.nyt.com/images/2018/11/28/world/28lionair1-promo/28lionair1-promo-facebookJumbo-v2.jpg", "description": "Information from Lion Air Flight 610, which crashed off Indonesia last month, supports the theory that a new Boeing anti-stall system played a role.", "date": "2018-11-28"}, "373": {"reportNumber": 373, "url": "https://www.businesstimes.com.sg/transport/faulty-lion-air-sensor-wasn%E2%80%99t-fixed-before-crash-preliminary-report-finds", "title": "Faulty Lion Air sensor wasn\u2019t fixed before crash, preliminary report finds", "text": "A malfunctioning sensor at the centre of the investigation into the Oct 29 crash of a Lion Air jetliner into the Java Sea wasn't repaired before the fatal flight even though it had failed on the plane's previous trip, according to a preliminary investigative report.\n\n[JAKARTA] A malfunctioning sensor at the centre of the investigation into the Oct 29 crash of a Lion Air jetliner into the Java Sea wasn't repaired before the fatal flight even though it had failed on the plane's previous trip, according to a preliminary investigative report.\n\nA mechanic worked on other sensors and equipment during a night shift before the early morning departure, but not on the so-called angle-of-attack vane, according to Indonesia's National Transportation Safety Committee. Portions of the committee's report were viewed by Bloomberg News before a scheduled release on Wednesday.\n\nThe report doesn't offer a cause for the accident but provides the most detailed look", "imageURL": "https://www.businesstimes.com.sg/sites/default/files/styles/article_img_retina/public/image/2018/11/28/gn-2711-lionair_0.jpg?itok=4QuG887p", "description": "[JAKARTA] A malfunctioning sensor at the centre of the investigation into the Oct 29 crash of a Lion Air jetliner into the Java Sea wasn't repaired before the fatal flight even though it had failed on the plane's previous trip, according to a preliminary investigative report. . Read more at The Business Times.", "date": "2018-11-28"}, "374": {"reportNumber": 374, "url": "https://www.seattletimes.com/business/boeing-aerospace/black-box-data-reveals-lion-air-pilots-struggle-against-boeings-737-max-flight-control-system/", "title": "Pilots struggled against Boeing\u2019s 737 MAX control system on doomed Lion Air flight", "text": "Data from the fatal Oct. 29 flight that killed 189 people, and from the prior day's flight of the same jet, raises questions about three factors that seem to have contributed to the crash.\n\nA key instrument reading on Lion Air flight JT610 was faulty even as the pilots taxied out for takeoff. As soon as the Boeing 737 MAX was airborne, the captain\u2019s control column began to shake as a stall warning.\n\nAnd from the moment they retracted the wing flaps at about 3,000 feet, the two pilots struggled \u2014 in a 10-minute tug of war \u2014 against a new anti-stall flight-control system that relentlessly pushed the jet\u2019s nose down 26 times before they lost control.\n\nThough the pilots responded to each nose-down movement by pulling the nose up again, mysteriously they didn\u2019t do what the pilots on the previous day\u2019s flight had done: simply switched off that flight-control system.\n\nThe detail is", "imageURL": "https://static.seattletimes.com/wp-content/uploads/2018/11/11272018_Black-box-data_121412-1200x630.jpg", "description": "Data from the fatal Oct. 29 flight that killed 189 people, and from the prior day's flight of the same jet, raises questions about three factors that seem to have...", "date": "2018-11-27"}, "375": {"reportNumber": 375, "url": "https://www.usatoday.com/story/opinion/2018/12/04/lion-air-what-weve-got-here-failure-communicate-editorials-debates/2192044002/", "title": "What we've got here is a failure to communicate", "text": "Why did the 737 Max plunge into the sea in Indonesia, killing all 189 on board? Pilots must know about every change on the jets they fly: Our view\n\nIndonesians recover a plastic box containing the data recorder of Lion Air Flight 610 on Nov. 1, 2018. (Photo: Pradita Utama, epa-EFE)\n\n\u201cKnow your airplane, fly your airplane\u201d is a bedrock principle for pilots.\n\nBut pilots can\u2019t know their airplane if the maker fails to disclose a new emergency feature in its flight operations manual, as happened with the Boeing 737 Max.\n\nOn Oct. 29, the feature, known by the acronym MCAS, relentlessly pushed down the nose of Indonesia\u2019s Lion Air Flight 610 more than 20 times before the jet plunged into the Java Sea, killing all 189 on board.\n\nPilots struggled against the new system, which is designed to prevent a stall by automatically pushing the nose down. Tragically, on Flight 610 it was apparently", "imageURL": "https://www.gannett-cdn.com/presto/2018/12/04/USAT/dfc4ad2e-d645-4d86-94ad-02c1f63b6f74-Boeing.ourview.JPG?crop=1161,657,x0,y0&width=3200&height=1680&fit=bounds", "description": "Why did the 737 Max plunge into the sea in Indonesia, killing all 189 on board? Pilots must know about every change on the jets\u00a0they fly: Our view", "date": "2018-12-05"}, "376": {"reportNumber": 376, "url": "https://www.nzherald.co.nz/business/news/article.cfm?c_id=3&objectid=12151363", "title": "Possible fault in Lion Air plane similar to a cause of Air New Zealand Airbus A320 France crash", "text": "Possible faulty equipment that led to the crash of Lion Air Flight 610 was the same sort of sensing gear that contributed to the crash of an Air New Zealand A320 off Perpignan 10 years ago.\n\nA failure of air flow monitoring pitot tubes on board the Lion Air Boeing 737 has been cited as a possible contributor to yesterday's crash off Indonesia which killed 189 people.\n\nA report in the New York Times says the erratic flight path before the high speed plunge indicated a problem with the pressure sensitive instruments near the nose of the plane.\n\n\"The erratic flight path makes us suspect a problem with the pitot-static system,\" said Gerry Soejatman, an Indonesian aviation expert.\n\nData from the flight indicated an ''erratic climb and ground speed problem\", leading him to suspect a problem with the instruments had also been an issue then.\n\nAdvertisement\n\nSeveral plane crashes have been blamed on blockages or other", "imageURL": "https://www.nzherald.co.nz/resizer/yF7-HI8O2KRMMtki3GBhsuDKm-w=/1200x0/smart/filters:quality(70)/arc-anglerfish-syd-prod-nzme.s3.amazonaws.com/public/TJU32NCPOJFSVJO4SLPNBPNMQ4.jpg", "description": "Faulty sensing equipment on planes has been linked to several crashes", "date": "2018-10-30"}, "377": {"reportNumber": 377, "url": "https://www.abc.net.au/news/2018-11-08/lion-air-flight-had-crucial-sensor-replaced-prior-to-fatal-crash/10475468", "title": "Lion Air plane had angle of attack sensor replaced prior to crash; Boeing issues safety reminder", "text": "Lion Air plane had angle of attack sensor replaced prior to crash; Boeing issues safety reminder\n\nUpdated\n\nA crucial sensor that is the subject of a Boeing safety bulletin was replaced on a Lion Air jet the day before it plunged into the Java Sea and possibly worsened other problems with the plane, Indonesian investigators have revealed.\n\nKey points: Boeing issues safety bulletin reminding pilots how to handle erroneous data from key sensor\n\nThe angle of attack sensors were replaced on the plane's second-to-last flight\n\nChairman of Indonesia's NTSC says airspeed indicator malfunctions were intertwined with the sensor issue\n\nIndonesia's National Transportation Safety Committee (NTSC) said it had agreed with Boeing on procedures that the airplane manufacturer should distribute globally on how flight crews can deal with \"angle of attack\" sensor problems following the October 29 crash that killed all 189 people on board.\n\nExperts say the angle of attack is a crucial parameter that helps the", "imageURL": "https://www.abc.net.au/news/image/10464216-16x9-700x394.jpg", "description": "A crucial sensor that is the subject of a Boeing safety bulletin was replaced on a Lion Air jet the day before it plunged into the Java Sea and possibly worsened other problems with the plane, Indonesian investigators say.", "date": "2018-11-08"}, "378": {"reportNumber": 378, "url": "https://www.insurancejournal.com/news/international/2018/11/08/507060.htm", "title": "New Clues to Lion Air 737 Max Crash Revealed in Boeing, FAA Warnings", "text": "A Boeing Co. warning to 737 Max operators around the globe provides the first clues about how bad data from an airflow sensor might have contributed to the deadly crash of an Indonesian airliner last week.\n\nThe bulletin and statements by Indonesian investigators suggest that the pilots on the Lion Air 737 Max 8 were battling the plane as its computers commanded a steep dive during its final moments of flight.\n\nBoeing cautioned that the so-called angle-of-attack sensor can provide false readings in limited circumstances \u2014 such as when a plane\u2019s autopilot is switched off \u2014 that cause the 737 Max to pitch nose downward. The sensor malfunction can essentially trick the plane into pointing its nose down to gain the speed it thinks it needs to keep flying.\n\nThe Boeing directive doesn\u2019t call for operators to conduct new inspections or take other action. It merely stressed that pilots should follow procedures in", "imageURL": "https://www.insurancejournal.com/app/uploads/2018/11/Bloomberg-Graphic_Top-Boeing-Max-Customers_08Nov2018-580x517.png", "description": "A Boeing Co. warning to 737 Max operators around the globe provides the first clues about how bad data from an airflow sensor might have contributed to", "date": "2018-11-08"}, "379": {"reportNumber": 379, "url": "https://news.cgtn.com/news/3d3d674e3163444e30457a6333566d54/share_p.html", "title": "Indonesian officials: Problems with sensor found on crashed Lion Air jet", "text": "Indonesia's National Transportation Safety Committee said on Wednesday that a crucial sensor had been replaced on a Lion Air jet the day before it plunged into the Java Sea, killing all 189 people on board.\n\nThat sensor, known as the \"angle of attack\" (AOA) sensor, keeps track of the angle of the aircraft nose to help prevent the plane from stalling and diving.\n\nExperts say the sensor is a crucial parameter that helps the aircraft's computers understand whether its nose is too high relative to the current of air. If the sensor fails to send correct information, it can confuse both the aircraft's computer and its pilots, throwing an aircraft into an aerodynamic stall and making it fall.\n\n\nAn Indonesian National Transportation Safety Commission official examines a turbine engine from the crashed Lion Air flight JT610 in Jakarta, Indonesia, November 4, 2018. /VCG Photo\n\nEarlier this week, Indonesian officials hinted that airspeed indicators played", "imageURL": "https://news.cgtn.com/news/3d3d674e3163444e30457a6333566d54/img/0b16c22bf73a4262b045df07e92b840c/0b16c22bf73a4262b045df07e92b840c.jpg", "description": "Indonesia's National Transportation Safety Committee said on Wednesday that a crucial sensor had been replaced on a Lion Air jet the day before it plunged into the Java Sea, killing all 189 people on board.\n\nThat sensor, known as the \"angle of attack\" (AOA) sensor, keeps track of the angle of the aircraft nose to help prevent the plane from stalling and diving.", "date": "2018-11-10"}, "380": {"reportNumber": 380, "url": "https://www.iafrica.com/lion-air-plane-crash-crucial-angle-of-attack-sensor-replaced-before-crash/", "title": "Lion Air Plane Crash: Crucial 'Angle Of Attack' Sensor Replaced Before Crash", "text": "A crucial sensor was replaced on a Lion Air jet the day before it plunged into the Java Sea, and that sensor replacement may have exacerbated other problems with the plane, Indonesian investigators said on Wednesday.\n\nThat sensor, known as the \u201cangle of attack\u201d sensor, keeps track of the angle of the aircraft nose to help prevent the plane from stalling and diving.\n\nEarlier this week, Indonesian officials hinted that airspeed indicators played a role in the deadly October 29 crash that killed all 189 people on board.\n\nThe jet\u2019s airspeed indicator malfunctioned on its last four flights, and that problem was related to the sensor issue, said Soerjanto Tjahjono, chairperson of Indonesia\u2019s National Transportation Safety Committee, on Wednesday.\n\nLion Air\u2019s first two attempts to address the airspeed indicator problem didn\u2019t work, and for the Boeing 737 MAX 8 plane\u2019s second-to-last flight on October 28, the angle of attack sensors were replaced, Tjahjono said.\n\nOn", "imageURL": "https://www.iafrica.com/wp-content/uploads/2018/11/Lion-air-e1541663580577.jpg", "description": "A crucial sensor was replaced on a Lion Air jet the day before it plunged into the Java Sea, and that sensor replacement may have exacerbated other problems with the plane, Indonesian investigators said on Wednesday.\nThat sensor, known as the \u201cangle of attack\u201d sensor, keeps track of the angle of the aircraft nose to help prevent the plane from stalling and diving.", "date": "2018-11-08"}, "381": {"reportNumber": 381, "url": "https://www.mercurynews.com/2018/11/28/report-lion-air-pilots-unable-to-correct-faulty-sensor/", "title": "Report: Lion Air pilots unable to correct for faulty sensor", "text": "JAKARTA, Indonesia \u2013 A malfunctioning sensor and an automated response from the aircraft\u2019s software stymied pilots\u2019 efforts to control a doomed Indonesian flight that went careening into the sea last month, according to a preliminary investigative report released Wednesday.\n\nThe report, which stops short of determining the cause of the crash or analyzing findings, chronicles the chaotic moments on the Lion Air flight before it crashed into the waters off the coast of Java last month, killing all 189 passengers and crew on board.\n\nIt details how sensors and other equipment were checked and fixed before the aircraft\u2019s final flight, but not the \u201cangle of attack\u201d sensor. That measures where the nose is pointing and was showing erroneous readings throughout the short time the plane was airborne.\n\nWith the sensor insisting the nose was too high, an automatic feature kicked in, sending the plane plummeting as the pilots wrestled to regain control. Unable", "imageURL": "https://www.mercurynews.com/wp-content/uploads/2018/11/Indonesia-Lion-Air-Crash.jpg?w=1024&h=642", "description": "JAKARTA, Indonesia \u2013 A malfunctioning sensor and an automated response from the aircraft\u2019s software stymied pilots\u2019 efforts to control a doomed Indonesian flight that went careening into the sea last month, according to a preliminary investigative report released Wednesday.\nThe report, which stops short of determining the cause of the crash or analyzing findings, chronicles the chaotic moments on the Lion Air flight before it crashed into the waters off the coast of Java last month, killing all 189 passengers and crew on board.\n\nIt details how sensors and other equipment were checked and fixed before the aircraft\u2019s final flight, but not the \u201cangle of attack\u201d sensor. That measures where the nose is pointing and was showing erroneous readings throughout the short time the plane was airborne.", "date": "2018-11-29"}, "382": {"reportNumber": 382, "url": "https://www.reuters.com/article/indonesia-crash-boeing/boeing-issues-bulletin-for-pilots-after-lion-air-sensor-data-error-idUSB9N1X603X", "title": "Boeing issues bulletin for pilots after Lion Air sensor data error", "text": "ZHUHAI, China, Nov 7 (Reuters) - Boeing Co said on Wednesday it had issued a bulletin to airlines reminding pilots how to handle circumstances where there was erroneous data from \u201cangle of attack\u201d sensors, in the wake of the Lion Air crash in Indonesia last week.\n\nThe manufacturer said in a statement that the Indonesian National Transportation Safety Committee had indicated that the Boeing 737 MAX jet involved in the crash, which killed all 189 people on board, had experienced erroneous input from one of the sensors.\n\nThe angle of attack probe measures the attitude of the plane relative to the air flow and provides crucial data for flight controls. An angle that is too high can throw the aircraft into an aerodynamic stall.\n\nThe Boeing statement did not say whether its advice was specific to the 737 MAX or included other aircraft models. (Reporting by Tim Hepher in Zhuhai, China; Writing by", "imageURL": "https://s4.reutersmedia.net/resources_v2/images/rcom-default.png", "description": "Boeing Co said on Wednesday it had issued a bulletin to airlines reminding pilots how to handle circumstances where there was erroneous data from \"angle of attack\" sensors, in the wake of the Lion Air crash in Indonesia last week.", "date": "2018-11-07"}, "383": {"reportNumber": 383, "url": "http://time.com/5441004/lion-air-jet-sensor-failure/", "title": "Lion Air Jet Had Airspeed Sensor Failure on Previous Flight", "text": "(Bloomberg) \u2014 The Lion Air jet that crashed into the Java Sea off Indonesia earlier this week had experienced problems with the sensors used to calculate altitude and speed on its previous flight, an issue that could help explain why the plane dove into the water.\n\nPilots on the nearly new Boeing Co. 737 Max 8 reported the issue after flying from Denpasar to Jakarta the night before the accident, Lion Air spokesman Danang Mandala Prihantoro said Wednesday. The instruments were checked by maintenance workers overnight and the plane was cleared to fly, Prihantoro said.\n\nWhile it will be days or weeks before definitive information emerges in the crash shortly after takeoff with 189 people aboard, discrepancies in speed and altitude readings can cause confusion on the cockpit and have led to accidents in the past, including the 2009 crash of an Air France plane in the Atlantic Ocean.\n\nFlight-tracking data before the", "imageURL": "https://timedotcom.files.wordpress.com/2018/10/lion-air-jet.jpg?quality=85", "description": "The instruments were checked by maintenance workers overnight", "date": "2018-10-31"}, "384": {"reportNumber": 384, "url": "https://www.marketwatch.com/story/southwest-replaced-flight-control-sensors-of-the-kind-implicated-in-lion-air-crash-2018-11-16", "title": "Southwest replaced flight-control sensors of the kind implicated in Lion Air crash", "text": "During the three weeks before Lion Air Flight 610 plunged into waters off Indonesia, Southwest Airlines Co. LUV, +0.25% replaced two malfunctioning flight-control sensors of the same type that has been publicly implicated in the crash, according to a summary of Southwest maintenance records reviewed by The Wall Street Journal.\n\nBoth U.S. maintenance issues involved a Boeing Co. BA, +2.56% 737 MAX 8, the same model that crashed last month in Indonesia. The sensors measure whether the jetliner is angled above or below level flight. Those sensors, or related hardware, needed repairs in the Southwest instances, according to the summary document. The document also indicates Southwest pilots reported they couldn\u2019t engage automated throttle settings, similar to cruise control on a car.\n\nA Southwest spokeswoman said the sensors didn\u2019t fail and were removed as a precautionary measure as part of a troubleshooting process. She said at least one was repaired.\n\nInvestigators have confirmed the", "imageURL": "http://s.marketwatch.com/public/resources/MWimages/MW-GY683_Southw_ZG_20181116075039.jpg", "description": "During the three weeks before Lion Air Flight 610 plunged into waters off Indonesia, Southwest Airlines Co. replaced two malfunctioning flight-control...", "date": "2018-11-16"}, "385": {"reportNumber": 385, "url": "https://www.forbes.com/sites/jeremybogaisky/2018/11/08/crash-of-lion-air-737-max-raises-questions-about-autopilot-and-pilot-skills/#133731448477", "title": "Crash Of Lion Air 737 MAX Raises Questions About Autopilot And Pilot Skills", "text": "AFP/Getty Images\n\n[Updated: Nov. 13]\n\nThe FAA issued an emergency airworthiness directive Wednesday to airlines operating the new Boeing 737 MAX, calling on them to better instruct pilots on how to deal with a potential faulty reading from a key gauge, an angle of attack sensor, that's supposed to help keep planes from falling out of the sky. The directive follows the discovery that the sensor was malfunctioning on a Lion Air 737 MAX that plunged into the sea off Indonesia on Oct. 29, killing all 189 aboard.\n\nThe accident and the FAA warning, which comes after Boeing issued a similar bulletin, may be less an indication that there\u2019s anything wrong with the new version of Boeing\u2019s top-selling plane than a sign of how increasingly automated flight systems are eroding pilot skills, says Keith Mackey, a Florida-based safety consultant who\u2019s a former airline pilot and accident investigator.\n\nTo put it simply, says Mackey, the", "imageURL": "https://thumbor.forbes.com/thumbor/600x315/https%3A%2F%2Fspecials-images.forbesimg.com%2Fimageserve%2F1057534088%2F960x0.jpg", "description": "With autopilot and auto landing, many airline pilots now aren't getting regular manual flying practice. That may have played a role in the Lion Air crash, says safety consultant Keith Mackey.", "date": "2018-11-09"}, "386": {"reportNumber": 386, "url": "https://www.popularmechanics.com/flight/airlines/a24841961/sensor-replaced-one-day-before-lion-air-flight-jh-160-crash/", "title": "Lion Air Flight JH 160 Crash Sensor Replacement", "text": "The FAA has issued an emergency directive to anyone flying the Boeing 737 MAX, the type of plane that crashed in the Lion Air Flight JH 610 incident, related to the faulty sensors that reportedly fed bad information to the pilots. Meanwhile, investigators have reported that the plane received a replacement angle-of-attack sensor (a system that measures whether the plane's nose is too high relative to the current of air) the day before the deadly crash.\n\nAs Bloomberg reported earlier this week, Boeing issued a bulletin to 737 MAX operators warning them that faulty inputs from airflow sensors could have contributed to the Lion Air crash. The Boeing statement gave few details, saying that \u201cthe investigation is ongoing.\u201d The FAA's directive backs up that bulletin by giving anyone who flies the 737 MAX three days, starting Wednesday, to revise their airplane flight manual for that model.\n\nThe FAA said it was taking", "imageURL": "https://hips.hearstapps.com/hmg-prod.s3.amazonaws.com/images/investigators-examine-engine-parts-from-the-ill-fated-lion-news-photo-1058470458-1541688511.jpg?crop=1.00xw:0.733xh;0,0.0375xh&resize=1200:*", "description": "Mounting evidence that something was very wrong with the sensors on board the Boeing 737 MAX and the flight information being sent to the pilots.", "date": "2018-11-08"}, "387": {"reportNumber": 387, "url": "https://edition.cnn.com/2018/11/08/asia/lion-air-sensor-replaced-intl/index.html", "title": "Lion Air: Sensor was replaced day before crash but problems persisted", "text": "(CNN) Problems were reported on a Lion Air jet that crashed into the sea off Jakarta even after technicians replaced a sensor on board the aircraft, investigators said.\n\nIndonesian authorities confirmed Wednesday that the angle of attack (AOA) sensor was replaced after a flight from Manado, in North Sulawesi to Denpasar, Bali on October 28. The Boeing 737 MAX 8 then made another flight to Jakarta that same day, and the pilots reported further problems.\n\nAll 189 people on board Flight 610 died when the new Boeing 737 MAX 8 crashed into the sea on October 29, 13 minutes after taking off from Jakarta on a short flight to Pangkal Pinang on the Indonesian island of Bangka.\n\nInvestigators said the jet experienced problems on its last four flights -- including, crucially, the flight that crashed, according to Soerjanto Tjahjono, the head of the National Transportation Safety Committee (KNKT).\n\nBoeing released an operational bulletin on", "imageURL": "https://cdn.cnn.com/cnnnext/dam/assets/181107144739-01-lion-air-1106-super-tease.jpg", "description": "Problems were reported on a Lion Air jet that crashed into the sea off Jakarta even after technicians replaced a sensor on board the aircraft, investigators said.", "date": "2018-11-08"}, "388": {"reportNumber": 388, "url": "https://www.apnews.com/4cf97e9b0a004cf5a0db401bb1d222e1", "title": "Report faults safety failures, defects in Lion Air crash", "text": "National Transportation Safety Committee investigator Nurcahyo Utomo holds a model of an airplane during a press conference on the committee's preliminary findings on their investigation on the crash of Lion Air flight 610, in Jakarta, Indonesia, Wednesday, Nov. 28, 2018. Black box data collected from their crashed Boeing 737 MAX 8 show Lion Air pilots struggled to maintain control as the aircraft's automatic safety system repeatedly pushed the plane's nose down, according to a preliminary investigation into last month's disaster. (AP Photo/Achmad Ibrahim)\n\nJAKARTA, Indonesia (AP) \u2014 Pilots fought against an automated system that pitched a Boeing jetliner\u2019s nose down repeatedly because of a faulty sensor until they finally lost control and plunged into the Java Sea last month, Indonesian investigators said Wednesday.\n\nAt a news conference, safety officials said they were still struggling to understand why the plane crashed, killing all 189 people on board.\n\nThe National Transportation Safety Commission\u2019s Nurcahyo Utomo", "imageURL": "https://storage.googleapis.com/afs-prod/media/media:2f65d418951d44d59e9c68c92123f4d7/2853.jpeg", "description": "JAKARTA, Indonesia (AP) \u2014 Pilots fought against an automated system that pitched a Boeing jetliner's nose down repeatedly because of a faulty sensor until they finally lost control and plunged into the Java Sea last month, Indonesian investigators said Wednesday. At a news conference, safety officials said they were still struggling to understand why the plane crashed, killing all 189 people on board. The National Transportation Safety Commission's Nurcahyo Utomo said investigators were trying to figure out from interviews with engineers why they certified that the Boeing 737 MAX 8 was airworthy and whether they had followed required maintenance procedures. Pilots of previous flights had reported problems with control systems on the brand-new jet.", "date": "2018-11-29"}, "389": {"reportNumber": 389, "url": "https://www.courthousenews.com/report-faults-safety-failures-defects-in-lion-air-crash/", "title": "Report Faults Safety Failures, Defects in Lion Air Crash", "text": "JAKARTA, Indonesia (AP) \u2014 Pilots fought against an automated system that pitched a Boeing jetliner\u2019s nose down repeatedly because of a faulty sensor until they finally lost control and plunged into the Java Sea last month, Indonesian investigators said Wednesday.\n\nAt a news conference, safety officials said they were still struggling to understand why the plane crashed, killing all 189 people on board.\n\nThe National Transportation Safety Commission\u2019s Nurcahyo Utomo said investigators were trying to figure out from interviews with engineers why they certified that the Boeing 737 MAX 8 was airworthy and whether they had followed required maintenance procedures. Pilots of previous flights had reported problems with control systems on the brand-new jet.\n\nThe board issued a preliminary report that stopped short of declaring a probable cause of the crash \u2014 the investigation is continuing \u2014 but it provided new details about the pilots\u2019 struggle to fly the highly automated jet and", "imageURL": "http://www.courthousenews.com/wp-content/uploads/2018/11/AP18332052000971-300x206.jpg", "description": "JAKARTA, Indonesia (AP) \u2014 Pilots fought against an automated system that pitched a Boeing jetliner\u2019s nose down repeatedly because of a faulty sensor until they finally lost control and plunged into the Java Sea last month, Indonesian investigators said Wednesday.\nAt a news conference, safety officials said they were still struggling to understand why the plane crashed, killing all 189 people on board.\n\nThe National Transportation Safety Commission\u2019s Nurcahyo Utomo said investigators were trying to figure out from interviews with engineers why they certified that the Boeing 737 MAX 8 was airworthy and whether they had followed required maintenance procedures. Pilots of previous flights had reported problems with control systems on the brand-new jet.", "date": "2018-11-29"}, "1342": {"reportNumber": 1342, "url": "https://medium.com/intuitionmachine/ai-safety-leaking-abstractions-and-boeings-737-max-8-5d4b3b9bf0c3", "title": "AI Safety, Leaking Abstractions and Boeing\u2019s 737 Max 8", "text": "Present day Air travel is one of the safest modes of travel. Statistics from the US Department of Transportation show that in 2007 and 2016 there were 11 fatalities per trillion miles of commercial air travel. This is in stark contrasts to the 7,864 fatalities per trillion miles of travel on the highway ( You can check the statistics here: fatalities and miles of travel per mode of transport). Incremental improvements to air travel is a marvel of technical innovation. However, when an aircraft accident does occur, we are forced to take notice due to the magnitude of a single event.\n\nAir travel today is at a level of technical maturity that when a plane crashes by accident (i.e not due to man-made causes like terrorism or misfiring of missiles), then it is surprisingly due not to pilot error or physical equipment failure but rather because of a computer error. That", "imageURL": "placeholder.svg", "description": "Present day Air travel is one of the safest modes of travel. Statistics from the US Department of Transportation show that in 2007 and 2016 there were 11 fatalities per trillion miles of commercial ai", "date": "2019-03-14"}, "629": {"reportNumber": 629, "url": "https://www.azcentral.com/story/news/local/tempe-breaking/2018/06/21/uber-self-driving-car-crash-tempe-police-elaine-herzberg/724344002/", "title": "Tempe police release report, audio, photo", "text": "Tempe police released photographs from the pedestrian death involving an Uber self-driving car. A 49-year-old woman was hit and killed by a self-driving Volvo operated by Uber while crossing a street in Tempe (Photo: Tempe Police Department)\n\nThe driver behind the wheel of an autonomous Uber vehicle that fatally struck a woman in Tempe in March was watching \"The Voice\" via a streaming service in the minutes leading up to the crash, a police report says.\n\nThe detailed report of more than 300 pages was released by Tempe police Thursday night, along with video and photos from the scene of the March 18 collision. Also released was the 911 call made by the driver, Rafaela Vasquez, 44, after the crash.\n\nThe documents indicate police are seeking manslaughter charges against Vasquez.\n\nThe Mill Avenue collision, which killed 49-year-old Elaine Herzberg as she walked across the street midblock, was the first fatal crash with a pedestrian", "imageURL": "https://www.gannett-cdn.com/-mm-/7134542bf3e418987256805089ad3321ef9f8215/c=0-283-5568-3429/local/-/media/2018/06/21/Phoenix/Phoenix/636652203758817992-DSC-0094-JPG.jpg?width=3200&height=1680&fit=crop", "description": "New video, photos and police records\u00a0shed new light on the March crash in which an autonomous Uber vehicle hit and killed a woman in Tempe.", "date": "2018-06-22"}, "630": {"reportNumber": 630, "url": "https://www.theverge.com/2018/6/22/17492320/safety-driver-self-driving-uber-crash-hulu-police-report", "title": "Safety driver of fatal self-driving Uber crash was reportedly watching Hulu at time of accident", "text": "Police in Tempe, Arizona, have released a new report regarding Uber\u2019s fatal self-driving car crash last March, which reveals that the safety driver Rafaela Vasquez was streaming The Voice on Hulu on her phone at the time of the accident, via Reuters.\n\nThe crash killed 49-year old Elaine Herzberg, who was crossing the street with a bicycle when Uber\u2019s self-driving test car struck her at 39 mph. Why the car failed to avoid her has been the subject of scrutiny from both officials and the wider industry. The Tempe Police Department\u2019s 318-page report of its investigation of the incident found that Vasquez\u2019s Hulu account was watching the show for 42 minutes prior to the crash, right up until the time the accident occurred. According to the National Transportation Safety Board\u2019s (NTSB) timeline of the crash, that means that Vasquez would have started watching her show within minutes of starting the drive.\n\nThe", "imageURL": "https://cdn.vox-cdn.com/thumbor/4dAzKIaxXRILGFCxNa2HRzN5DNE=/0x26:1432x776/fit-in/1200x630/cdn.vox-cdn.com/uploads/chorus_asset/file/10456291/uber_tempe.png", "description": "Police in Tempe, Arizona, have released a new report regarding Uber\u2019s fatal self-driving car crash last March, which reveals that the safety driver Rafaela Vasquez was streaming The Voice on Hulu on her phone at the time of the accident.", "date": "2018-06-22"}, "631": {"reportNumber": 631, "url": "https://www.forbes.com/sites/meriameberboucha/2018/05/28/uber-self-driving-car-crash-what-really-happened/#5bc866e94dc4", "title": "Uber Self-Driving Car Crash: What Really Happened", "text": "Back in March, an Uber self-driving car killed 49-year-old Elain Herzberg in Tempe, Arizona, after failing to do an emergency stop. After a US federal investigation, it is thought that the car did not stop because the system put in place to carry out emergency stops in dangerous situations was disabled .\n\nNational Transportation Safety Board\n\nSo, how do self-driving cars actually work? Most self-driving cars have a GPS unit, a range of sensors such as radar, video and laser rangefinders as well as a navigation system. All of these features are there to help the car become aware of its surroundings in order to navigate without the need for human input. Radar is one of the major ways a self-driving car maps its environment. Radar stands for Radio Detection And Ranging which in simple terms is just the transmission of radio waves into a particular direction and the detection of the", "imageURL": "https://thumbor.forbes.com/thumbor/600x315/https%3A%2F%2Fblogs-images.forbes.com%2Fmeriameberboucha%2Ffiles%2F2018%2F05%2FUber-1200x903.png", "description": "Back in March, an Uber self-driving car killed 49-year-old Elain Herzberg, after failing to do an emergency stop. After a US federal investigation, it is thought that the car did not stop because the system put in place to carry out emergency stops in dangerous situations was disabled.", "date": "2018-05-28"}, "632": {"reportNumber": 632, "url": "https://www.cnbc.com/2018/06/22/uber-driver-streamed-the-voice-before-self-driving-car-crash.html", "title": "Uber driver streamed The Voice before self-driving car crash", "text": "Police in Tempe, Arizona said evidence showed the \"safety\" driver behind the wheel of a self-driving Uber was distracted and streaming a television show on her phone right up until about the time of a fatal accident in March, deeming the crash that rocked the nascent industry \"entirely avoidable.\"\n\nA 318-page report from the Tempe Police Department, released late on Thursday in response to a public records request, said the driver, Rafaela Vasquez, repeatedly looked down and not at the road, glancing up just a half second before the car hit 49-year-old Elaine Herzberg, who was crossing the street at night.\n\nAccording to the report, Vasquez could face charges of vehicle manslaughter. Police said that, based on testing, the crash was \"deemed entirely avoidable\" if Vasquez had been paying attention.\n\nPolice obtained records from Hulu, an online service for streaming television shows and movies, which showed Vasquez's account was playing the television talent", "imageURL": "https://fm.cnbc.com/applications/cnbc.com/resources/img/editorial/2018/06/04/105249986-GettyImages-659266224.1910x1000.jpg", "description": "Police said the crash involving Uber's self-driving car was \"deemed entirely avoidable\" if the driver had been paying attention.", "date": "2018-06-22"}, "633": {"reportNumber": 633, "url": "https://www.reuters.com/article/us-uber-selfdriving-crash/uber-cars-safety-driver-streamed-tv-show-before-fatal-crash-police-idUSKBN1JI0LB", "title": "Uber car's 'safety' driver streamed TV show before fatal crash: police", "text": "SAN FRANCISCO/WASHINGTON (Reuters) - The safety driver behind the wheel of a self-driving Uber car in Tempe, Arizona, was streaming a television show on her phone until about the time of a fatal crash, according to a police report that deemed the March 18 incident \u201centirely avoidable.\u201d\n\nA report by the Tempe Police Department said the driver, Rafaela Vasquez, repeatedly looked down and not at the road, glancing up a half second before the car hit Elaine Herzberg, 49, who was crossing the street at night.\n\nThe report said police concluded the crash, which has dealt Uber Technologies Inc a major setback in its efforts to develop self-driving cars, would have been \u201centirely avoidable\u201d if Vasquez had been paying attention.\n\nVasquez could face charges of vehicular manslaughter, according to the report, which was released late on Thursday in response to a public records request.\n\nShe could not immediately be reached for comment and Reuters", "imageURL": "https://s1.reutersmedia.net/resources/r/?m=02&d=20180622&t=2&i=1275304499&w=1200&r=LYNXMPEE5L0D1", "description": "The safety driver behind the wheel of a self-driving Uber car in Tempe, Arizona, was streaming a television show on her phone until about the time of a fatal crash, according to a police report that deemed the March 18 incident \"entirely avoidable.\"", "date": "2018-06-23"}, "634": {"reportNumber": 634, "url": "https://arstechnica.com/tech-policy/2018/05/report-software-bug-led-to-death-in-ubers-self-driving-crash/", "title": "Report: Software bug led to death in Uber\u2019s self-driving crash", "text": "The fatal crash that killed pedestrian Elaine Herzberg in Tempe, Arizona, in March occurred because of a software bug in Uber's self-driving car technology, The Information's Amir Efrati reported on Monday. According to two anonymous sources who talked to Efrati, Uber's sensors did, in fact, detect Herzberg as she crossed the street with her bicycle. Unfortunately, the software classified her as a \"false positive\" and decided it didn't need to stop for her.\n\nDistinguishing between real objects and illusory ones is one of the most basic challenges of developing self-driving car software. Software needs to detect objects like cars, pedestrians, and large rocks in its path and stop or swerve to avoid them. However, there may be other objects\u2014like a plastic bag in the road or a trash can on the sidewalk\u2014that a car can safely ignore. Sensor anomalies may also cause software to detect apparent objects where no objects actually", "imageURL": "https://cdn.arstechnica.net/wp-content/uploads/2018/04/ntsb_uber-1-760x380.png", "description": "Sensors detected Elaine Herzberg, but software reportedly decided to ignore her.", "date": "2018-05-08"}, "635": {"reportNumber": 635, "url": "https://www.straitstimes.com/world/united-states/uber-operator-watching-the-voice-before-self-driving-crash-in-tempe-arizona", "title": "Uber operator was watching The Voice just before fatal self-driving crash in Tempe, Arizona", "text": "The backup \"safety driver\" in an Uber Technologies self-driving vehicle that killed a pedestrian in March was streaming the popular television show The Voice on her mobile phone in the moments before the crash, according to police in Arizona.\n\nA 318-page report filed by the Tempe Police Department refutes driver Rafaela Vasquez's previous statement to federal safety investigators that she wasn't using her mobile devices when the car struck and killed a woman who was crossing the street at night.\n\nPolice were able to obtain records of Vasquez's account from the television streaming service Hulu LLC, which showed she'd streamed the talent show for 42 minutes on the night of the March 18 crash. Her stream ended at 9.59pm, around the same time Elaine Herzberg, 49, was hit by the Uber, which was in self-driving mode, the report said.\n\nPolice concluded in the report that the crash was \"entirely avoidable\" and said Vasquez", "imageURL": "https://www.straitstimes.com/sites/default/files/styles/x_large/public/articles/2018/06/23/nz-uber-230618.jpg?itok=dZHqselO", "description": "The backup \"safety driver\" in an Uber Technologies self-driving vehicle that killed a pedestrian in March was streaming the popular television show The Voice on her mobile phone in the moments before the crash, according to police in Arizona.", "date": "2018-06-23"}, "636": {"reportNumber": 636, "url": "https://www.cnet.com/roadshow/news/uber-reportedly-finds-false-positive-self-driving-car-accident/", "title": "Uber's fatal self-driving crash reportedly caused by software", "text": "James Martin/CNET\n\nUber has reportedly found that a software problem likely caused a fatal accident involving one of its self-driving cars in Tempe, Arizona in March. That software is meant to determine how the car should react to detected objects, two people familiar with the matter told The Information.\n\nAlthough the car's sensors reportedly detected the pedestrian, Uber's software determined that it didn't need to immediately react because of how it was tuned.\n\nThe software is supposed to ignore what are known as \"false positives,\" or objects that wouldn't be an issue for the vehicle, like a plastic bag or piece of paper. Company executives told The Information that they believe the system was tuned in a way that made it react less to these objects -- meaning it reportedly didn't react fast enough when the pedestrian crossed the street.\n\nDuring the collision, an operator was behind the wheel but the car was in", "imageURL": "https://cnet3.cbsistatic.com/img/JwfJhNpooJhAACC1iiMVDrleHSI=/756x567/2017/11/20/5fdc2ba2-69dc-4bb7-bcba-5504dd427e62/uber-volvo-ogi.jpg", "description": "The software that's supposed to detect objects in the road was tuned down, which caused it to ignore a pedestrian walking across a dark Arizona road, according to The Information.", "date": "2018-05-07"}, "637": {"reportNumber": 637, "url": "https://www.cnet.com/news/uber-reportedly-settles-with-family-of-victim-self-driving-car-crash/", "title": "Uber reportedly settles with family of victim in self-driving car crash", "text": "National Transportation Safety Board\n\nUber has reached a settlement agreement with the family of the woman killed by an autonomous vehicle being tested by the ride-hailing company, according to Reuters.\n\nCristina Perez Hesano, an attorney with Bellah Perez, told the news agency that \"the matter has been resolved.\" The terms of the agreement weren't revealed.\n\nAn Uber spokesperson declined to comment. Bellah Perez didn't immediately respond to a request for comment,\n\nUber's self-driving vehicle testing program has come under intense scrutiny since an accident in Tempe, Arizona, on March 18 resulted in the first fatality of a pedestrian from a car in full autonomous mode. A dashcam video of the incident released by Tempe police shows 49-year-old Elaine Herzberg walking her bike loaded with bags across a dark road.\n\nThe video, which stops at the moment of impact, also shows the vehicle operator, Rafaela Vasquez, sitting at the wheel constantly glancing down at her lap.", "imageURL": "https://cnet1.cbsistatic.com/img/1awN-veM5EsVuzbM_PxtomrkANk=/756x567/2018/03/23/8d73539c-9ae2-43c7-9939-e7551b2f0f02/ntsb.jpg", "description": "Terms of the settlement over the first fatality involving an autonomous vehicle weren't revealed.", "date": "2018-03-29"}, "638": {"reportNumber": 638, "url": "https://www.cnet.com/news/uber-self-driving-car-fatality-in-arizona-has-people-asking-how-safe-are-driverless-cars/", "title": "Uber's driverless-car safety comes under scrutiny after fatality", "text": "Volvo\n\nSunday marked a turning point for self-driving cars. For the first time, a car in full autonomous mode struck and killed a pedestrian.\n\nIt happened at 10 p.m. in Tempe, Arizona, where ride-hailing company Uber had been picking up passengers in autonomous vehicles for more than a year.\n\nElaine Herzberg, 49, was walking her bicycle down a four-lane road and was starting to cross when the gray Volvo, operated by Uber, hit her at about 40 mph, according to local police. It's believed Herzberg was homeless. She was pronounced dead by the time she reached the hospital.\n\nAlthough the car was driving itself, Uber vehicle operator Rafaela Vasquez, 44, was behind the wheel.\n\n\"Our investigation did not show at this time that there were significant signs of the vehicle slowing down,\" Tempe Police Sgt. Roland Elcock said in a press conference Monday. The police are \"going to attempt to find who was at fault", "imageURL": "https://cnet2.cbsistatic.com/img/C6lBKYtrRy3YRDQhqr6jX75ejYs=/756x567/2018/03/20/a1086744-12cc-4d58-8dad-05dfb9687255/194845-volvo-cars-and-uber-join-forces-to-develop-autonomous-driving-cars.jpg", "description": "After a woman is killed by a self-driving car in Arizona, police investigate whether a human or the car was at fault.", "date": "2018-03-22"}, "639": {"reportNumber": 639, "url": "https://www.cnet.com/roadshow/news/uber-autonomous-car-crash-arizona-tempe/", "title": "Uber self-driving car kills pedestrian in Arizona", "text": "James Martin/CNET\n\nA woman was struck and killed by one of Uber's self-driving cars in Tempe, Arizona, late Sunday night. This is the first known fatality from an autonomous vehicle accident on a public road.\n\nAt the time of the collision, 10 p.m., a vehicle operator was behind the wheel but the car was in autonomous mode, according to Tempe police. No passengers were in the car.\n\n\"The vehicle was traveling northbound just south of Curry Road when a female walking outside of the crosswalk crossed the road from west to east when she was struck by the Uber vehicle,\" the Tempe police said in a statement. \"She was transported to a local area hospital where she passed away from her injuries.\"\n\nThe police said Uber is assisting in the still-active investigation. The ride-hailing company has also confirmed that it's temporarily halted its self-driving car operations in all other cities where it's been testing", "imageURL": "https://cnet3.cbsistatic.com/img/ZdzgurYhyuTl7vVHNi01VTnpHhs=/2017/11/20/5fdc2ba2-69dc-4bb7-bcba-5504dd427e62/uber-volvo-ogi.jpg", "description": "The ride-hailing company suspends its self-driving operations in the US and Canada after a woman is killed by an autonomous vehicle in Tempe, Arizona.", "date": "2018-03-20"}, "640": {"reportNumber": 640, "url": "https://www.abc15.com/news/region-southeast-valley/tempe/tempe-police-release-new-video-from-deadly-self-driving-uber-crash", "title": "Arizona driver in deadly self-driving Uber crash could face charges", "text": "Tempe Police have released new body camera video and the police report from the night of March 19, when a self-driving Uber hit and killed a pedestrian mid-block on Mill Avenue. The backup driver was streaming the TV show \"The Voice\" before fatally striking the pedestrian, the police report said.\n\nThe case has now been handed over to the Yavapai County Attorney for review of possible charges against the backup driver, Rafaela Vasquez. The Maricopa County Attorney's Office was originally given the case, but handed it over to Yavapai because of a \"conflict of interest.\"\n\nVasquez was still in the driver's seat of the Uber when she was questioned by officers.\n\n\"Are you alright?\" an officer asked.\n\n\"Yeah,\" Vasquez said. \"I'm just shaken up.\"\n\nVasquez is seen giving the officers her license and insurance and asked about the victim.\n\n\"Is the person OK?\" Vasquez asked.\n\nThe pedestrian, Elaine Herzberg, was killed in the collision. New pictures show", "imageURL": "https://ewscripps.brightspotcdn.com/dims4/default/fefc3bf/2147483647/strip/true/crop/1280x672+0+24/resize/1200x630!/quality/90/?url=https%3A%2F%2Fx-default-stgec.uplynk.com%2Fausw%2Fslices%2F7e8%2F5c3d34b8b29a45469a86c02775b7a2cf%2F7e896e7469654bbba31217f67caa0965%2Fposter_a7cbf88609204219b06b937005548cab.jpg", "description": "Tempe Police have released new body camera video and the police report from the night of March 19, when a self-driving Uberhit and killed a pedestrian mid-block on Mill Avenue.\u00a0The backup driver was streaming the TV show \"The Voice\" before fatally striking the pedestrian, the police report said.", "date": "2018-06-22"}, "641": {"reportNumber": 641, "url": "https://gizmodo.com/uber-driver-in-fatal-tempe-crash-may-have-been-watching-1827039127", "title": "Uber Driver in Fatal Tempe Crash May Have Been Watching The Voice Behind the Wheel", "text": "Photo: Tempe Police Department\n\nThe crash of an Uber self-driving car that killed an Arizona woman in March was \u201centirely avoidable,\u201d according to police reports released by the Tempe Police Department. Cellphone data obtained by police suggests that the Uber operator was also streaming an episode of reality show The Voice at the time of the fatal incident.\n\nThe documents, released to Gizmodo in response to a public records request, show that Tempe police found that the operator of the Uber autonomous vehicle could likely have avoided the fatal crash, had she been paying attention\u2014but instead she was likely watching a video on her phone. Police also noted that Uber\u2019s vehicles apparently did not alert operators to take over the vehicle during incidents.\n\nAdvertisement\n\nAfter the crash, Uber laid off 300 test drivers from its autonomous vehicle unit and halted testing in Arizona. An Uber spokesperson noted that using any device behind the wheel,", "imageURL": "https://i.kinja-img.com/gawker-media/image/upload/s--1kCm4Ag2--/c_fill,fl_progressive,g_center,h_900,q_80,w_1600/acwbol8cpkaybckwzihx.jpg", "description": "The crash of an Uber self-driving car that killed an Arizona woman in March was \u201centirely avoidable,\u201d according to police reports released by the Tempe Police Department. Cellphone data obtained by police suggests that the Uber operator was also streaming an episode of reality show The Voice at the time of the fatal incident.", "date": "2018-06-22"}, "642": {"reportNumber": 642, "url": "https://money.cnn.com/2018/06/22/technology/uber-self-driving-crash-police-report/index.html", "title": "Uber operator in fatal self-driving vehicle crash was likely streaming 'The Voice'", "text": "The person behind the wheel of the Uber self-driving Volvo SUV that struck and killed a woman in Arizona was likely streaming \"The Voice\" on a cellphone at the time of the incident.\n\nThe Tempe Police Department released a 318-page document late Thursday that sheds new light on what likely happened when the vehicle hit pedestrian Elaine Herzberg, 49, in March as she walked a bicycle across a road in Tempe. According to an analysis of the incident, police said \"the crash was deemed entirely avoidable.\"\n\nThe test driver, Rafaela Vasquez, who was hired by Uber to sit behind the wheel and take over in case of emergencies, had both personal and business phones in the car at the time of the crash. Tempe Police Department's investigation requested data from Hulu, YouTube and Netflix as part of its investigation. The apps were found on one or both of Vasquez's phones.\n\nAccording to data", "imageURL": "https://i2.cdn.turner.com/money/dam/assets/160913113158-uber-self-driving-780x439.jpg", "description": "The person behind the wheel of the Uber self-driving Volvo SUV that struck and killed a woman was likely looking at phone the time of the incident.", "date": "2018-06-22"}, "644": {"reportNumber": 644, "url": "https://www.economist.com/the-economist-explains/2018/05/29/why-ubers-self-driving-car-killed-a-pedestrian", "title": "The Economist explains", "text": "THEY are one of the most talked-about topics in technology\u2014but lately they have been for all the wrong reasons. A series of accidents involving self-driving cars has raised questions about the safety of these futuristic new vehicles, which are being tested on public roads in several American states. In March 2018 an experimental Uber vehicle, operating in autonomous mode, struck and killed a pedestrian in Tempe, Arizona\u2014the first fatal accident of its kind. On May 24th America\u2019s National Transportation Safety Board (NTSB) issued its preliminary report into the crash. What caused the accident, and what does it say about the safety of autonomous vehicles (AVs) more broadly?\n\nThe computer systems that drive cars consist of three modules. The first is the perception module, which takes information from the car\u2019s sensors and identifies relevant objects nearby. The Uber car, a modified Volvo XC90, was equipped with cameras, radar and LIDAR (a variant", "imageURL": "https://cdn.static-economist.com/sites/default/files/20180602_BLP501.jpg", "description": "THEY are one of the most talked-about topics in technology\u2014but lately they have been for all the wrong reasons. A series of accidents involving self-driving cars has raised questions about the safety of these futuristic new vehicles, which are being tested on public roads in several American states.", "date": "2018-05-29"}, "645": {"reportNumber": 645, "url": "https://www.citylab.com/transportation/2018/05/behind-the-uber-self-driving-car-crash-a-failure-to-communicate/561230/", "title": "Self-Driving Uber Investigation Reveals Handoff Problem", "text": "An interior view of operator Rafaela Vasquez moments before an Uber SUV hit a woman in Tempe, Arizona, in March 2018. Tempe Police Department/AP\n\nThe preliminary findings into a fatal crash in Tempe by the National Transportation Safety Board highlight the serious \u201chandoff problem\u201d in vehicle automation.\n\nThe first rule of safe flying: Pay attention, even when you think you don\u2019t need to. According to a 1994 review by the National Transportation Safety Board, 31 of the 37 serious accidents that occurred on U.S. air carriers between 1978 and 1990 involved \u201cinadequate monitoring.\u201d Pilots, officers, and other crew members neglected to crosscheck instruments, confirm inputs, or speak up when they caught an error. Over the period of that study, aviation had moved into the automation era, as Maria Konnikova reported for The New Yorker in 2014. Cockpit controls that once required constant vigilance now maintained themselves, only asking for human intervention on", "imageURL": "https://cdn.citylab.com/media/img/citylab/2018/05/AP_18144485291605/facebook.jpg?1527270657", "description": "The preliminary findings into a fatal crash in Tempe by the National Transportation Safety Board highlight the serious \u201chandoff problem\u201d in vehicle automation.", "date": "2018-05-25"}, "646": {"reportNumber": 646, "url": "https://www.theguardian.com/technology/2018/mar/19/uber-self-driving-car-kills-woman-arizona-tempe", "title": "Self-driving Uber kills Arizona woman in first fatal crash involving pedestrian", "text": "Tempe police said car was in autonomous mode at the time of the crash and that the vehicle hit a woman who later died at a hospital\n\nAn autonomous Uber car killed a woman in the street in Arizona, police said, in what appears to be the first reported fatal crash involving a self-driving vehicle and a pedestrian in the US.\n\nTempe police said the self-driving car was in autonomous mode at the time of the crash and that the vehicle hit a woman, who was walking outside of the crosswalk and later died at a hospital. There was a vehicle operator inside the car at the time of the crash.\n\nUber said in a statement on Twitter: \u201cOur hearts go out to the victim\u2019s family. We are fully cooperating with local authorities in their investigation of this incident.\u201d A spokesman declined to comment further on the crash.\n\nWho's driving? Autonomous cars may be", "imageURL": "https://i.guim.co.uk/img/media/31ab00775e265cb15366222aae496de2fbcc79a4/0_105_3000_1800/master/3000.jpg?width=1200&height=630&quality=85&auto=format&fit=crop&overlay-align=bottom%2Cleft&overlay-width=100p&overlay-base64=L2ltZy9zdGF0aWMvb3ZlcmxheXMvdGctYWdlLTIwMTgucG5n&s=25b20a404c600b64c9700b5ec140c2c1", "description": "Tempe police said car was in autonomous mode at the time of the crash and that the vehicle hit a woman who later died at a hospital", "date": "2018-03-20"}, "647": {"reportNumber": 647, "url": "https://www.cbsnews.com/news/uber-ends-self-driving-car-arizona-after-tempe-fatal-crash-elaine-herzberg/", "title": "Uber self-drives robo-cars out of Arizona after fatal crash", "text": "SAN FRANCISCO -- Uber is pulling its self-driving cars out of Arizona. The ride-sharing company's reversal was triggered by the recent death of woman who was run over by one of its robotic vehicles while crossing a darkened street in a Phoenix suburb.\n\nThe decision announced Wednesday means Uber won't be bringing back its self-driving cars to the streets to Arizona, eliminating the jobs of about 300 people who served as backup drivers and performed other jobs connected to the vehicles.\n\nUber had suspended testing of its self-driving vehicles in Arizona, Pittsburgh, San Francisco and Toronto while regulators investigated the cause of a March 18 crash that killed 49-year-old Elaine Herzberg in Tempe, Arizona. It marked the first death involving a fully autonomous vehicle, raising questions about the safety of computer-controlled cars being built by Uber and dozens of other companies, including Google spin-off Waymo.\n\nTempe police said, meanwhile, that they have completed", "imageURL": "https://cbsnews2.cbsistatic.com/hub/i/r/2018/03/20/8e475f23-55aa-4ebc-aa70-cb024ad09489/thumbnail/1200x630/5e21f028aa527ef3a154c2bd16804101/uber-crash.jpg", "description": "Ride-sharing company had already suspended program in the state after crash, but new move means human jobs will be lost", "date": "2018-05-24"}, "1375": {"reportNumber": 1375, "url": "https://qz.com/1232570/a-self-driving-uber-just-killed-a-woman-in-arizona-as-uber-suspends-its-autonomous-tests/", "title": "A self-driving Uber just killed a pedestrian", "text": "A self-driving Uber in Tempe, Arizona, struck and killed a woman at a crosswalk yesterday (March 18), the New York Times reports.\r\n\n\r\n\nThe car was in autonomous mode, but had an Uber safety driver in the driver\u2019s seat. The woman had walked into the street outside of a crosswalk and was hit by the car. She later died from her injuries. It\u2019s believed that this is the first time an autonomous car has killed a pedestrian.\r\n\n\r\n\nIn the wake of the crash, Uber has now suspended all its self-driving car tests in the city, as well as in the Bay Area, Pittsburgh, and Toronto, according to The Wall Street Journal (paywall).\r\n\n\r\n\n\r\n\nUber is cooperating with the Tempe police investigation, the company told Quartz.\r\n\n\r\n\n\r\n\nUber\u2019s self-driving cars have been involved in multiple fender-benders and traffic errors since they were first introduced to the streets of Pittsburgh in late 2016. Almost exactly a year ago,", "imageURL": "https://cms.qz.com/wp-content/uploads/2018/03/self-driving-uber-death.jpg?quality=75&strip=all&w=1200&h=630&crop=1", "description": "A self-driving Uber in Tempe, Arizona, struck and killed a woman at a crosswalk yesterday (March 18), the New York Times reports.\r\n\r\nThe car was in autonomous mode, but had an Uber safety driver in th", "date": "2018-03-19"}, "1376": {"reportNumber": 1376, "url": "https://www.theguardian.com/technology/2018/aug/29/coding-algorithms-frankenalgos-program-danger", "title": "Franken-algorithms: The Deadly Consequences of Unpredictable Code", "text": "The 18th of March 2018, was the day tech insiders had been dreading. That night, a new moon added almost no light to a poorly lit four-lane road in Tempe, Arizona, as a specially adapted Uber Volvo XC90 detected an object ahead. Part of the modern gold rush to develop self-driving vehicles, the SUV had been driving autonomously, with no input from its human backup driver, for 19 minutes. An array of radar and light-emitting lidar sensors allowed onboard algorithms to calculate that, given their host vehicle\u2019s steady speed of 43mph, the object was six seconds away \u2013 assuming it remained stationary. But objects in roads seldom remain stationary, so more algorithms crawled a database of recognizable mechanical and biological entities, searching for a fit from which this one\u2019s likely behavior could be inferred.\r\n\n\r\n\nAt first the computer drew a blank; seconds later, it decided it was dealing with another car,", "imageURL": "https://i.guim.co.uk/img/media/30678c1564d06694d9960fb55b1d10e5a2fd1eee/1_0_3543_2126/master/3543.png?width=1200&height=630&quality=85&auto=format&fit=crop&overlay-align=bottom%2Cleft&overlay-width=100p&overlay-base64=L2ltZy9zdGF0aWMvb3ZlcmxheXMvdGctZGVmYXVsdC5wbmc&enable=upscale&s=937759240393f28c3718c2918b180f44", "description": "The 18th of March 2018, was the day tech insiders had been dreading. That night, a new moon added almost no light to a poorly lit four-lane road in Tempe, Arizona, as a specially adapted Uber Volvo XC", "date": "2018-08-30"}, "1377": {"reportNumber": 1377, "url": "https://www.theregister.com/2019/11/06/uber_self_driving_car_death/", "title": "Remember the Uber self-driving car that killed a woman crossing the street? The AI had no clue about jaywalkers", "text": "The self-driving Uber car that hit and killed a woman walking her bike across a street wasn\u2019t designed to detect \u201cjaywalking pedestrians.\u201d\n\nThat's according to an official dossier published by the US National Safety Transportation Board (NTSB) on Tuesday.\n\nThe March 2018 accident was the first recorded death by a fully autonomous vehicle. On-board video footage showed the victim, 49-year-old Elaine Herzberg, pushing her bike at night across a road in Tempe, Arizona, moments before she was struck by the AI-powered SUV at 39 MPH.\n\nNow, an investigation by the NTSB into the crash has pinpointed a likely major contributing factor: the code couldn't recognize her as a pedestrian, because she was not at an obvious designated crossing. Rather than correctly anticipating her movements as a person moving across the road, it ended up running right into her.\n\n\u201cThe system design did not include a consideration for jaywalking pedestrians,\u201d the watchdog stated [PDF] in", "imageURL": "placeholder.svg", "description": "The self-driving Uber car that hit and killed a woman walking her bike across a street wasn\u2019t designed to detect \u201cjaywalking pedestrians.\u201d\n\nThat's according to an official dossier published by t", "date": "2019-11-06"}, "1378": {"reportNumber": 1378, "url": "https://www.nytimes.com/2018/03/19/technology/uber-driverless-fatality.html", "title": "Self-Driving Uber Car Kills Pedestrian in Arizona, Where Robots Roam", "text": "SAN FRANCISCO \u2014 Arizona officials saw opportunity when Uber and other companies began testing driverless cars a few years ago. Promising to keep oversight light, they invited the companies to test their robotic vehicles on the state\u2019s roads.\n\nThen on Sunday night, an autonomous car operated by Uber \u2014 and with an emergency backup driver behind the wheel \u2014 struck and killed a woman on a street in Tempe, Ariz. It was believed to be the first pedestrian death associated with self-driving technology. The company quickly suspended testing in Tempe as well as in Pittsburgh, San Francisco and Toronto.\n\n\n\nThe death of a woman who was struck by an autonomous car operated by Uber is believed to be the first pedestrian fatality associated with self-driving technology. Newly released video offers clues about what happened.\n\nThe accident was a reminder that self-driving technology is still in the experimental stage, and governments are still trying", "imageURL": "https://static01.nyt.com/images/2018/03/19/business/20uber-alpha/20uber-alpha-facebookJumbo-v2.jpg?year=2018&h=439&w=839&sig=0xdf1444b140e31a2123e14d36fa2de811", "description": "SAN FRANCISCO \u2014 Arizona officials saw opportunity when Uber and other companies began testing driverless cars a few years ago. Promising to keep oversight light, they invited the companies to test t", "date": "2018-03-19"}, "1542": {"reportNumber": 1542, "url": "https://www.wired.com/story/uber-self-driving-car-fatal-crash/", "title": "\u2018I\u2019m the Operator\u2019: The Aftermath of a Self-Driving Tragedy", "text": "RAFAELA VASQUEZ LIKED to work nights, alone, buffered from a world she had her reasons to distrust. One Sunday night in March 2018, Uber assigned her the Scottsdale loop. She drove a gray Volvo SUV, rigged up with cameras and lidar sensors, through the company\u2019s garage, past the rows of identical cars, past a poster depicting a driver staring down at a cell phone that warned, \u201cIt Can Wait.\u201d The clock ticked past 9:15, and Vasquez reached the route\u2019s entry point. She flipped the Volvo into autonomous mode, and the car navigated itself through a blur of suburban Arizona, past auto dealers and Zorba\u2019s Adult Shop and the check-cashing place and McDonald\u2019s. Then it jagged a short stint through Tempe to start the circuit again. It was a route Vasquez had cruised in autonomy some 70 times before.\n\nAs she was finishing her second loop, the Volvo blazed across a bridge", "imageURL": "https://media.wired.com/photos/6227f004f48a924e02bd4ee5/191:100/w_1280,c_limit/Backchannel_fall_girl_new-7.jpg", "description": "RAFAELA VASQUEZ LIKED to work nights, alone, buffered from a world she had her reasons to distrust. One Sunday night in March 2018, Uber assigned her the Scottsdale loop. She drove a gray Volvo SUV, r", "date": "2022-03-08"}, "767": {"reportNumber": 767, "url": "https://arxiv.org/ftp/arxiv/papers/1507/1507.03518.pdf", "title": "Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data", "text": "Importance: Understanding the causes and patient impacts of surgical adverse events will help improve systems and operational practices to avoid incidents in the future.\n\nObjective: To determine the frequency, causes, and patient impact of adverse events in robotic procedures across different surgical specialties.\n\nMethods: We analyzed the adverse events data related to robotic systems and instruments used in minimally invasive surgery, reported to the U.S. Food and Drug Administration (FDA) MAUDE database from January 2000 to December 2013. We determined the number of events reported per procedure and per surgical specialty, the most common types of device malfunctions and their impact on patients, and the causes for catastrophic events such as major complications, patient injuries, and deaths.\n\nResults: During the study period, 144 deaths (1.4% of the 10,624 reports), 1,391 patient injuries (13.1%), and 8,061 device malfunctions (75.9%) were reported. The numbers of injury and death events per procedure have stayed relatively constant", "imageURL": "placeholder.svg", "description": "Importance: Understanding the causes and patient impacts of surgical adverse events will help improve systems and operational practices to avoid incidents in the future.\n\nObjective: To determine the frequency, causes, and patient impact of adverse events in robotic procedures across different surgical specialties.\n\nMethods: We analyzed the adverse events data related to robotic systems and instruments used in minimally invasive surgery, reported to the U.S. Food and Drug Administration (FDA) MAUDE database from January 2000 to December 2013. We determined the number of events reported per procedure and per surgical specialty, the most common types of device malfunctions and their impact on patients, and the causes for catastrophic events such as major complications, patient injuries, and deaths.\n\nResults: During the study period, 144 deaths (1.4% of the 10,624 reports), 1,391 patient injuries (13.1%), and 8,061 device malfunctions (75.9%) were reported. The numbers of injury and death events per procedure have stayed relatively constant since 2007 (mean=83.4, 95% CI, 74.2\u201392.7). Surgical specialties, for which robots are extensively used, such as gynecology and urology, had lower number of injuries, deaths, and conversions per procedure than more complex surgeries, such as cardiothoracic and head and neck (106.3 vs. 232.9, Risk Ratio = 2.2, 95% CI, 1.9-2.6). Device and instrument malfunctions, such as falling of burnt/broken pieces of instruments into the patient (14.7%), electrical arcing of instruments (10.5%), unintended operation of instruments (8.6%), system errors (5%), and video/imaging problems (2.6%), constituted a major part of the reports. Device malfunctions impacted patients in terms of injuries or procedure interruptions. In 1,104 (10.4%) of the events, the procedure was interrupted to restart the system (3.1%), to convert the procedure to non-robotic techniques (7.3%), or to reschedule it to a later time (2.5%).", "date": "2015-07-13"}, "768": {"reportNumber": 768, "url": "https://www.technologyreview.com/s/539521/robotic-surgery-linked-to-144-deaths-since-2000/", "title": "Robotic Surgery Linked To 144 Deaths Since 2000", "text": "Robotic surgeons were involved in the deaths of 144 people between 2000 and 2013, according to records kept by the U.S. Food and Drug Administration. And some forms of robotic surgery are much riskier than others: the death rate for head, neck, and cardiothoracic surgery is almost 10 times higher than for other forms of surgery.\n\nRobotic surgery has increased dramatically in recent years. Between 2007 and 2013, patients underwent more than 1.7 million robotic procedures in the U.S., the vast majority of them performed in gynecology and urology. \u201cYet no comprehensive study of the safety and reliability of surgical robots has been performed,\u201d say Jai Raman at the Rush University Medical Center in Chicago and a few pals.\n\nThese guys set out to change that by analyzing records kept by the FDA, which has made it mandatory to report any incident in which a robotic procedure has gone wrong. This database", "imageURL": "https://cdn.technologyreview.com/i/images/Robotic%20surgery.png?sw=1200", "description": "Surgery involving robots is far from perfect, according to a new study of death rates during medical procedures involving robotic equipment and techniques.", "date": "2015-07-20"}, "769": {"reportNumber": 769, "url": "https://physicstoday.scitation.org/do/10.1063/PT.5.029056/full/", "title": "Study looks at problems experienced in robotic surgery", "text": "MIT Technology Review: According to a recent study, most of the robotic surgical procedures performed over the past 14 years have gone smoothly. However, a significant number have suffered some sort of adverse event, even if it did not result in the injury or death of the patient. Jai Raman at the Rush University Medical Center in Chicago and his colleagues analyzed data on robotic procedures recorded in the Manufacturer and User Facility Device Experience, or MAUDE, database kept by the US Food and Drug Administration. They found that of the more than 1 million robotic procedures carried out in the US between 2000 and 2013, 144 people died. However, procedure complications and prolonged operating times were caused by device malfunctions, which included equipment sparking and burning patients, pieces breaking off and falling into the patient\u2019s body, equipment moving uncontrollably, and video feed being lost. Although no comparison was made", "imageURL": "placeholder.svg", "description": "MIT Technology Review: According to a recent study, most of the robotic surgical procedures performed over the past 14 years have gone smoothly. However, a significant number have suffered some sort of adverse event, even if it did not result in the injury or death of the patient.", "date": "2015-07-21"}, "770": {"reportNumber": 770, "url": "https://www.christiantoday.com/article/robotic-surgeries-are-they-really-safe/59860.htm", "title": "Robotic surgeries: Really safe?", "text": "A series of reports submitted to the U.S. Food and Drug Administration since 2000 were analyzed and it was found that robotic surgeries are not safe after all.\n\nIn recent years, the use of surgical robots in the medical community has increased, and surgeons have employed the assistance of machines during critical surgical procedures.\n\nA report from MIT Technology Review found that patients had gone through over 1.7 million procedures in the U.S. that involved robots from 2007 to 2013.\n\nNow, a study from researchers at Massachusetts Institute of Technology (MIT), the University of Illinois at Urbana-Champaign, and Rush University Medical Center in Chicago found that these procedures are risky.\n\nIn a nutshell, the incident report stated that there were 144 deaths, 1,391 injuries, and 8,061 cases of device malfunctions that occurred during those aforementioned years.\n\nSome of the reported cases sound so concerning. For instance, it was reported that there were instances when equipment", "imageURL": "https://ctd-thechristianpost.netdna-ssl.com/en/full/33671/robotics-surgery.jpg", "description": "Surgery with robots is linked to 144 cases of death.", "date": "2015-07-26"}, "771": {"reportNumber": 771, "url": "https://www.bbc.com/news/technology-33609495", "title": "Robotic surgery linked to 144 deaths in the US", "text": "Image copyright Science Photo Library Image caption Surgical robots allow doctors to improve recovery time and minimise scarring\n\nA study into the safety of surgical robots has linked the machines' use to at least 144 deaths and more than 1,000 injuries over a 14-year period in the US.\n\nThe events included broken instruments falling into patients' bodies, electrical sparks causing tissue burns and system errors making surgery take longer than planned.\n\nThe report notes that the figures represent a small proportion of the total number of robotic procedures.\n\nBut it calls for fresh safety measures.\n\n\"Despite widespread adoption of robotic systems for minimally invasive surgery, a non-negligible number of technical difficulties and complications are still being experienced during procedures,\" the study states.\n\n\"Adoption of advanced techniques in design and operation of robotic surgical systems may reduce these preventable incidents in the future.\"\n\nRobotic surgery can reduce the risk of infections and help patients heal more quickly.\n\nThe UK's", "imageURL": "https://ichef.bbci.co.uk/news/1024/branded_news/F690/production/_84402136_dbd819d2-0f0a-49a8-aa40-29e31e75bc51.jpg", "description": "A study says that surgical robots were involved in operations that resulted in at least 144 deaths over a 14-year period in the US.", "date": "2015-07-22"}, "772": {"reportNumber": 772, "url": "https://www.theregister.co.uk/2015/07/21/robot_surgery_kills_americans/", "title": "Robot surgeons kill 144 patients, hurt 1,391, malfunction 8,061 times", "text": "Surgery on humans using robots has been touted by some as a safer way to get your innards repaired \u2013 and now the figures are in for you to judge.\n\nA team of university eggheads have counted up the number of medical cockups in America reported to the US Food and Drug Administration (FDA) from 2000 to 2013, and found there were 144 deaths during robot-assisted surgery, 1,391 injuries, and 8,061 counts of device malfunctions.\n\nIf that sounds terrible, consider that 1.7 million robo-operations were carried out between 2007 and 2013. Whether you're impressed or appalled, the number of errors has the experts mildly concerned, and they want better safety mechanisms.\n\n\"Despite widespread adoption of robotic systems for minimally invasive surgery, a non-negligible number of technical difficulties and complications are still being experienced during procedures,\" concludes the study [PDF], which was conducted by bods from MIT, Rush University Medical Center, and the University", "imageURL": "https://regmedia.co.uk/2015/06/04/terminator.jpg", "description": "Surgery on humans using robots has been touted by some as a safer way to get your innards repaired \u2013 and now the figures are in for you to judge.", "date": "2015-07-22"}, "773": {"reportNumber": 773, "url": "https://www.nbcnews.com/tech/tech-news/robotic-surgery-linked-144-deaths-2000-n395811", "title": "Robotic Surgery Involved in 144 Deaths in 14 Years", "text": "Breaking News Emails Get breaking news alerts and special reports. The news and stories that matter, delivered weekday mornings.\n\nJuly 21, 2015, 4:04 PM GMT / Updated July 21, 2015, 7:53 PM GMT By Keith Wagstaff\n\nRobotic surgery is on the rise as doctors look to make procedures less invasive, but according to a new study, the strategy comes with risks.\n\nLooking at more than 10,000 incident reports from the FDA spanning from 2000 to 2013, researchers found that robots were involved in 144 patient deaths and 1,391 patient injuries.\n\nFor most of the reports involving death, very little information was shared on why the patient died -- meaning it's difficult to say whether it was human error, a problem with the robot, or the risks inherent in surgery.\n\nStill, the study's authors -- from MIT, Rush University Medical Center, and the University of Illinois at Urbana-Champaign -- found cause for alarm.\n\n\"Despite widespread adoption of", "imageURL": "https://media1.s-nbcnews.com/j/newscms/2015_30/1133691/150721-robotic-hysterectomies-1634_4df4b6800530d4348f3045012f38cb08.nbcnews-fp-1200-630.jpg", "description": "Robotic surgery is on the rise as doctors look to make procedures less invasive, but according to a new study, the strategy comes with risks.", "date": "2015-07-21"}, "774": {"reportNumber": 774, "url": "https://gizmodo.com/robotic-surgery-has-been-connected-to-144-u-s-deaths-s-1719202166", "title": "Robotic Surgery Has Been Connected to 144 U.S. Deaths Since 2000", "text": "All surgery carries risk, and that\u2019s also true when it involves robots. A new study of U.S. Food and Drug Administration data reveals that a variety of malfunctions have been linked to 144 deaths during robotic surgery in the last 14 years.\n\nIn the study, researchers from University of Illinois at Urbana-Champaign, MIT and Rush University Medical Center dive into record kept by the FDA. The Manufacturer and User Facility Device Experience database\u2014known as MAUDE\u2014contains mandatory and voluntary reports about incidents that have occurred. The researchers note that that, to date, \u201cno comprehensive study of the safety and reliability of surgical robots has been performed.\u201d\n\nAdvertisement\n\nSome of the reported incidents sound a little... worrying. There\u2019s descriptions of equipment arcing or sparking during procedures, which burned 193 patients in total between 2000 and 2013. Elsewhere, broken pieces fell into the bodies of patients in 100 cases, once killing the victim. And \u201cuncontrolled movement\u201d", "imageURL": "https://i.kinja-img.com/gawker-media/image/upload/s--DOd-CMYc--/c_fill,fl_progressive,g_center,h_900,q_80,w_1600/1350007717563873677.jpg", "description": "All surgery carries risk, and that\u2019s also true when it involves robots. A new study of U.S. Food and Drug Administration data reveals that a variety of malfunctions have been linked to 144 deaths during robotic surgery in the last 14 years.", "date": "2015-07-21"}, "775": {"reportNumber": 775, "url": "https://io9.gizmodo.com/botched-robotic-surgeries-have-been-linked-to-144-patie-1719265629", "title": "Botched Robotic Surgeries Have Been Linked to 144 Patient Deaths", "text": "An independent analysis of reports gathered by the U.S. Food and Drug Administration since 2000 shows that robotic surgery isn\u2019t as safe as some people might assume.\n\nSurgery involving robots, where a surgeon guides the steady and precise movements of a robotic arm, have increased dramatically in recent years. As reported in MIT Technology Review, patients underwent more than 1.7 million robotic procedures in the United States from 2007 to 2013. A new study by Jai Raman and colleagues at the Rush University Medical Center in Chicago shows these surgeries aren\u2019t without risks.\n\nAdvertisement\n\nBy analyzing medical procedures involving robotic equipment and techniques, the researchers discovered that \u201cadverse events\u201d occur in about 550 out of 100,000 procedures (0.55%). An adverse event is defined as a complication that has a \u201csignificant negative impact for the patient.\u201d What\u2019s more, the researchers found that the number of deaths and injuries has increased 30 times since 2007,", "imageURL": "https://i.kinja-img.com/gawker-media/image/upload/s--8CrPiZWo--/c_fill,fl_progressive,g_center,h_900,q_80,w_1600/1350774762018516623.jpg", "description": "An independent analysis of reports gathered by the U.S. Food and Drug Administration since 2000 shows that robotic surgery isn\u2019t as safe as some people might assume.", "date": "2015-07-21"}, "776": {"reportNumber": 776, "url": "https://www.researchgate.net/publication/280062076_Adverse_Events_in_Robotic_Surgery_A_Retrospective_Study_of_14_Years_of_FDA_Data", "title": "Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data", "text": "Copyrig ht \u00a9 2015: Author s. !\n\n21\n\nAppendix\n\nUnderre porti ng\n\nThe underr eportin g in da ta col lection is a fairly common prob lem in social science s, publ ic heal th, c riminolo gy, and\n\nmicroe conomi cs. It occur s whe n the coun ting of some event of inte rest is for some reas on i ncompl ete or t here are\n\nerrors in recording the out comes . Exam ples are unemplo yment data, infec tious or chronic disea se data (e.g. HIV o r\n\ndiabetes), cr imes with an as pect of shame (e. g. sexualit y and domestic vi olence), err or counts in a production\n\nprocess es or soft war e en ginee ring , and traffic accidents with minor damage [1]. An e stima ted preval ence of event s\n\nbased on the inc omplete counts i s likely t o be smaller than the true proportion of", "imageURL": "https://i1.rgstatic.net/publication/280062076_Adverse_Events_in_Robotic_Surgery_A_Retrospective_Study_of_14_Years_of_FDA_Data/links/55a9b76b08ae481aa7f98cdd/largepreview.png", "description": "PDF | Background: Use of robotic systems for minimally invasive surgery has rapidly increased during the last decade. Understanding the causes of adverse events and their impact on patients in robot-assisted surgery will help improve systems and operational practices to avoid...", "date": "2015-07-13"}, "777": {"reportNumber": 777, "url": "https://splinternews.com/robotic-surgery-may-be-the-future-but-right-now-it-s-c-1793849328", "title": "Robotic surgery may be the future, but right now it\u2019s consistently janky", "text": "The Food and Drug Administration keeps meticulous records concerning instances of medical devices, including robots, malfunctioning or acting in ways that they aren\u2019t supposed to.\n\nThose records are stored in the Manufacturer and User Facility Device Experience (MAUDE) database, and a team of researchers from MIT, the University of Illinois at Urbana-Champaign, and Rush University Medical Center have been digging through them to understand how medical robots have affected the field of medicine.\n\nWhat they found was\u2026distressing, to say the least.\n\nFrom 2000 (when the da Vinci Surgical System was first approved by the FDA) to 2013, there have been 114 deaths directly linked to robot-assisted surgeries. The research team also found that in addition to a consistent (but low) death rate, medical robots were sometimes observed breaking or occasionally leaving pieces of themselves inside of patients.\n\nAlso, there were: 193 reports of people being burned by sparks emitted by robots during surgery; 100", "imageURL": "https://i.kinja-img.com/gawker-media/image/upload/s--lmWOcTFL--/c_fill,fl_progressive,g_center,h_900,q_80,w_1600/bivm4hxtuqijegarccp2.jpg", "description": "The Food and Drug Administration keeps meticulous records\u00a0concerning instances of medical devices, including robots, malfunctioning or acting in ways that they aren\u2019t supposed to.", "date": "2015-07-21"}, "778": {"reportNumber": 778, "url": "https://www.techtimes.com/articles/70761/20150721/study-finds-non-negligible-number-complications-during-robotic-surgery-144.htm", "title": "Study Finds 'Nonnegligible' Number Of Complications During Robotic Surgery, 144 Deaths Since 2000", "text": "Close\n\nThe use of robotic systems for some forms of surgery is still a relatively new area, but they have been in use long enough for researchers from MIT, the University of Illinois at Urbana-Champaign, and Rush University Medical Center in Chicago to put together a set of findings on what they describe as \"adverse events in robotic surgery.\"\n\nAs BBC News reports, their key finding is that the machines have been linked to 144 deaths and 1,391 injuries in the United States during the 14-year study period.\n\nThat translates to 1.4 percent and 13 percent, respectively, of the cases reported and, as the researchers note, is a relatively small number compared with the total number of robotic surgeries performed - between 2007 and 2013 alone, they note, there were some 1.7 million such procedures performed in the United States, over 1.5 million (86 percent) were performed in gynecology and urology, while the", "imageURL": "placeholder.svg", "description": "Researchers have linked 144 deaths and more than 1,000 injuries to robotic surgery over a 14-year period, and suggest areas for improvement.", "date": "2015-07-21"}, "906": {"reportNumber": 906, "url": "https://www.infoworld.com/article/3184205/technology-business/danger-danger-10-alarming-examples-of-ai-gone-wild.html#slide2", "title": "Danger, danger! 10 alarming examples of AI gone wild", "text": "Science fiction is lousy with tales of artificial intelligence run amok. There's HAL 9000, of course, and the nefarious Skynet system from the \"Terminator\" films. Last year, the sinister AI Ultron came this close to defeating the Avengers, and right now the hottest show on TV is HBO's \"Westworld,\" concerning the future of humans and self-aware AI.\n\nIn the real world, artificial intelligence is developing in multiple directions with astonishing velocity. AI is everywhere, it seems, from automated industrial systems to smart appliances, self-driving cars to goofy consumer gadgets. The actual definition of artificial intelligence has been in flux for decades. If you're in no rush and plan to live forever, ask two computer scientists to debate the term. But generally speaking, contemporary AI refers to computers that display humanlike cognitive functions; systems that employ machine learning to assess, adapt, and solve problems ... or, occasionally, create them.\n\nHere we look at", "imageURL": "https://images.techhive.com/images/article/2017/03/hp-12ss-ai-gone-awry-100714647-large.3x2.jpg", "description": "Our dystopian future of machine learning breaking bad is already unfolding before our eyes", "date": "2017-03-23"}, "908": {"reportNumber": 908, "url": "https://www.businessnewsdaily.com/10450-funniest-chatbot-fails.html", "title": "Worst Chatbot Fails", "text": "Many people associate innovation with technology, but advancing technology is subject to the same embarrassing blunders that humans are. Nowhere is this more apparent than in chatbots.\n\nThe emerging tech, which seems to be exiting the awkward middle school phase of its evolution, has left a long line of fails behind it that would be criminal not to address (and enjoy). These computer programs are designed to simulate human interactions with customers and web surfers, but they aren't foolproof. From Poncho consistently ignoring requests for a weather forecast to an unnerving inspirational bot, enjoying the absurdity of chatbots means appreciating the beauty of where randomness and data meet.\n\nWhile chatbots have improved and could one day add convenience to our lives, the awkwardness of the growth process is all part of the fun. [Read related article: How to Create the Best Chatbot for Your Business]\n\nCredit: Inspiro\n\nInspiroBot's function is generating unlimited unique inspirational", "imageURL": "https://www.business.com/images/content/5ca/3ccfa5a215e8a458b56f2/1500-0-", "description": "These computer programs designed to simulate human interactions can be helpful for a business. But sometimes they're too smart for their own good.", "date": "2017-12-12"}, "909": {"reportNumber": 909, "url": "https://blog.botego.com/why-microsoft-s-chatbot-tay-failed-and-what-does-it-mean-for-artificial-intelligence-studies-fb71d22e8359", "title": "Why did Microsoft\u2019s chatbot Tay fail, and what does it mean for Artificial Intelligence studies?", "text": "Why did Microsoft\u2019s chatbot Tay fail, and what does it mean for Artificial Intelligence studies?\n\nBotego Inc Blocked Unblock Follow Following Mar 25, 2016\n\nYesterday, something that looks like a big failure has happened: Microsoft\u2019s chatbot Tay has been taken offline after a series of offending tweets. And here\u2019s how the social media has responded:\n\nKeywords associated with \"Artificial Intelligence\" throughout the day. \"Microsoft\" and \"dangerous\" are on the rise.\n\nWe will not mention the racist and otherwise offensive content that Tay learned from people, as it\u2019s not as newsworthy as it seems\u2026 Especially considering that it\u2019s so easy to \"teach\" and ask her to repeat something.\n\nLet\u2019s take a look at Microsoft\u2019s official website \"tay.ai\" to see how they describe Tay\u2019s objectives\u2026 The first thing we notice is that, Microsoft wants you to not take it too seriously, because On Tay\u2019s Twitter account, they provided a link to Tay\u2019s \"about\" page -that lists the", "imageURL": "https://cdn-images-1.medium.com/max/1200/1*4mTB54s0eXoq89qC3uwKuA.png", "description": "Yesterday, something that looks like a big failure has happened: Microsoft\u2019s chatbot Tay has been taken offline after a series of offending tweets. And here\u2019s how the social media has responded: We\u2026", "date": "2016-03-25"}, "910": {"reportNumber": 910, "url": "https://www.theguardian.com/technology/2016/mar/30/microsoft-racist-sexist-chatbot-twitter-drugs", "title": "Microsoft\u2019s racist chatbot returns with drug-smoking Twitter meltdown", "text": "Short-lived return saw Tay tweet about smoking drugs in front of the police before suffering a meltdown and being taken offline\n\nThis article is more than 3 years old\n\nThis article is more than 3 years old\n\nMicrosoft\u2019s attempt to converse with millennials using an artificial intelligence bot plugged into Twitter made a short-lived return on Wednesday, before bowing out again in some sort of meltdown.\n\nThe learning experiment, which got a crash-course in racism, Holocaust denial and sexism courtesy of Twitter users, was switched back on overnight and appeared to be operating in a more sensible fashion. Microsoft had previously gone through the bot\u2019s tweets and removed the most offensive and vowed only to bring the experiment back online if the company\u2019s engineers could \u201cbetter anticipate malicious intent that conflicts with our principles and values\u201d.\n\nHowever, at one point Tay tweeted about taking drugs, in front of the police, no less.\n\nJosh Butler (@JoshButler) Microsoft's", "imageURL": "https://i.guim.co.uk/img/media/f5baa5d7046976ff8a089b9fe78e93ceb24a972e/0_38_800_480/master/800.jpg?width=1200&height=630&quality=85&auto=format&fit=crop&overlay-align=bottom%2Cleft&overlay-width=100p&overlay-base64=L2ltZy9zdGF0aWMvb3ZlcmxheXMvdGctYWdlLTIwMTYucG5n&s=b9ea1a1d4e6260bc6a11453b0d001e6d", "description": "Short lived return saw Tay tweet about smoking drugs in front of the police before suffering a meltdown and being taken offline", "date": "2016-03-30"}, "911": {"reportNumber": 911, "url": "https://www.theguardian.com/technology/2016/mar/26/microsoft-deeply-sorry-for-offensive-tweets-by-ai-chatbot", "title": "Microsoft 'deeply sorry' for racist and sexist tweets by AI chatbot", "text": "Microsoft has said it is \u201cdeeply sorry\u201d for the racist and sexist Twitter messages generated by the so-called chatbot it launched this week.\n\nThe company released an official apology after the artificial intelligence program went on an embarrassing tirade, likening feminism to cancer and suggesting the Holocaust did not happen.\n\nTay, Microsoft's AI chatbot, gets a crash course in racism from Twitter Read more\n\nThe bot, known as Tay, was designed to become \u201csmarter\u201d as more users interacted with it. Instead, it quickly learned to parrot a slew of anti-Semitic and other hateful invective that human Twitter users fed the program, forcing Microsoft Corp to shut it down on Thursday .\n\nFollowing the disastrous experiment, Microsoft initially only gave a terse statement, saying Tay was a \u201clearning machine\u201d and \u201csome of its responses are inappropriate and indicative of the types of interactions some people are having with it.\u201d\n\nBut the company on Friday admitted the", "imageURL": "https://i.guim.co.uk/img/media/acaa152944c8745835cc6db28a600e9ae5505fc0/25_13_754_453/master/754.jpg?width=1200&height=630&quality=85&auto=format&fit=crop&overlay-align=bottom%2Cleft&overlay-width=100p&overlay-base64=L2ltZy9zdGF0aWMvb3ZlcmxheXMvdGctYWdlLTIwMTYucG5n&s=942c36cc69a7c25af13ac561d162e05f", "description": "Company finally apologises after \u2018Tay\u2019 quickly learned to produce racist and misogynisitc posts, forcing the tech giant to shut it down after just 16 hours", "date": "2016-03-26"}, "912": {"reportNumber": 912, "url": "https://www.inverse.com/article/25723-how-microsofts-tay-nazi-artificial-intelligence", "title": "With Teen Bot Tay, Microsoft Proved Assholes Will Indoctrinate A.I.", "text": "When Tay started its short digital life on March 23, it just wanted to gab and make some new friends on the net. The chatbot, which was created by Microsoft\u2019s Research department, greeted the day with an excited tweet that could have come from any teen: \u201chellooooooo w\ud83c\udf0erld!!!\u201d\n\nWithin a few hours, though, Tay\u2019s optimistic, positive tone had changed. \u201cHitler was right I hate the jews,\u201d it declared in a stream of racist tweets bashing feminism and promoting genocide. Concerned about their bot\u2019s rapid radicalization, Tay\u2019s creators shut it down after less than 24 hours of existence.\n\nMicrosoft had unwittingly lowered their burgeoning artificial intelligence into \u2014 to use the parlance of the very people who corrupted her \u2014 a virtual dumpster fire. The resulting fiasco showed both A.I.\u2019s shortcomings and the lengths to which people will go to ruin something.\n\nHypothesis\n\nMicrosoft has, understandably, been reluctant to talk about Tay. The company turned", "imageURL": "https://fsmedia.imgix.net/6f/11/84/c2/ed4c/417d/b9ab/262693c7eb05/tayjpg.jpeg?rect=0%2C16%2C2063%2C1033&auto=format%2Ccompress&w=1200", "description": "Artificial intelligence's biggest bug might be exposure to organic intelligence.", "date": "2016-12-28"}, "913": {"reportNumber": 913, "url": "https://www.inverse.com/article/13281-5-big-questions-about-tay-microsoft-s-failed-a-i-twitter-chatbot", "title": "5 Big Questions About Tay, Microsoft's Failed A.I. Twitter Chatbot", "text": "This week, the internet did what it does best and demonstrated that A.I. technology isn\u2019t quite as intuitive as human perception, using \u2026 racism.\n\nMicrosoft\u2019s recently released artificial intelligence chatbot, Tay, fell victim to users\u2019 tricks as they manipulated and persuaded her to responding back to questions with racial, homophobic, and generally offensive comments.\n\nWhen Tay tweets, \u201cI just say whatever\u201d she means it. One user even got Tay to tweet this about Hitler:\n\n\u201cbush did 9/11 and Hitler would have done a better job than the monkey we have now. donald trump is the only hope we\u2019ve got.\u201d\n\nThe company has gone through and deleted the offending tweets and has temporarily shut down Tay for upgrades. A message currently at the top of Tay.ai reads:\n\nIndeed.\n\nHowever, Tay\u2019s glitches reveal some unfortunate flaws in A.I. systems. Here\u2019s what we can learn from Microsoft\u2019s experiment:\n\nWhy did Microsoft create Tay?\n\nThe company wanted to conduct a social experiment", "imageURL": "https://fsmedia.imgix.net/31/30/0c/37/cfe7/4336/b29c/384f921356cf/vtxa3ywkjpg.jpeg?rect=0%2C107%2C400%2C200&auto=format%2Ccompress&w=400", "description": "This week, the internet did what it does best and demonstrated that A.I. technology isn\u2019t quite as intuitive as human perception, using ... racism. Microsoft\u2019s recently released artificial intelligence chatbot, Tay, fell victim to users\u2019 tricks as they manipulated and persuaded her to responding back to questions wi...", "date": "2016-03-25"}, "914": {"reportNumber": 914, "url": "https://www.wired.co.uk/article/microsoft-zo-ai-chatbot-tay", "title": "Microsoft chatbot Zo is a censored version of Tay", "text": "Tay's successor is called Zo and is only available by invitation on messaging app Kik. When you request access, the software asks for your Kik username and Twitter handle Microsoft\n\nHaving (hopefully) learnt from its previous foray into chatbots, Microsoft is ready to introduce the follow-up to its controversial AI Tay.\n\nTay's successor is called Zo and is only available by invitation on messaging app Kik. When you request access, the software asks for your Kik username and Twitter handle. If you don't already use Kik, you can tick a box to say you use Facebook Messenger or Snapchat.\n\nThis suggests Zo will likely launch on these other services soon/if the chatbot isn't taken down for causing offence.\n\nControversial chatbot Tay was ditched after it went rogue Microsoft\n\nRead next How HoloLens 2 stacks up against its rival mixed reality headsets How HoloLens 2 stacks up against its rival mixed reality headsets\n\nEarlier this year, Microsoft", "imageURL": "https://wi-images.condecdn.net/image/yLKkOjeRznV/crop/1440/0.5235602094240838/f/Untitled-4_9.jpg", "description": "Zo is only available by invitation, and on messaging app Kik. When you request access, the software asks for your Kik username and Twitter handle", "date": "2016-12-06"}, "915": {"reportNumber": 915, "url": "https://www.wired.com/2016/03/fault-microsofts-teen-ai-turned-jerk/", "title": "It's Your Fault Microsoft's Teen AI Turned Into Such a Jerk", "text": "It was the unspooling of an unfortunate series of events involving artificial intelligence, human nature, and a very public experiment. Amid this dangerous combination of forces, determining exactly what went wrong is near-impossible. But the bottom line is simple: Microsoft has an awful lot of egg on its face after unleashing an online chat bot that Twitter users coaxed into regurgitating some seriously offensive language, including pointedly racist and sexist remarks.\n\nOn Wednesday morning, the company unveiled Tay, a chat bot meant to mimic the verbal tics of a 19-year-old American girl, provided to the world at large via the messaging platforms Twitter, Kik and GroupMe. According to Microsoft, the aim was to \"conduct research on conversational understanding.\" Company researchers programmed the bot to respond to messages in an \"entertaining\" way, impersonating the audience it was created to target: 18- to 24-year-olds in the US. \u201cMicrosoft\u2019s AI fam from the internet", "imageURL": "https://media.wired.com/photos/59271a83ac01987bf0138860/191:100/pass/1500x500.jpeg", "description": "As the incident with Microsoft's AI chat bot shows, if we want AI to be better, we need to be better ourselves.", "date": "2016-03-25"}, "916": {"reportNumber": 916, "url": "http://fortune.com/longform/ai-bias-problem/", "title": "Unmasking A.I.'s Bias Problem", "text": "WHEN TAY MADE HER DEBUT in March 2016, Microsoft had high hopes for the artificial intelligence\u2013powered \u201csocial chatbot.\u201d Like the automated, text-based chat programs that many people had already encountered on e-commerce sites and in customer service conversations, Tay could answer written questions; by doing so on Twitter and other social media, she could engage with the masses.\n\nBut rather than simply doling out facts, Tay was engineered to converse in a more sophisticated way\u2014one that had an emotional dimension. She would be able to show a sense of humor, to banter with people like a friend. Her creators had even engineered her to talk like a wisecracking teenage girl. When Twitter users asked Tay who her parents were, she might respond, \u201cOh a team of scientists in a Microsoft lab. They\u2019re what u would call my parents.\u201d If someone asked her how her day had been, she could quip, \u201comg", "imageURL": "https://fortunedotcom.files.wordpress.com/2018/06/rac-08-18-opener.jpg", "description": "Artificial intelligence can imitate and enhance human decision-making -- and amplify human prejudices. Can Big Tech tackle A.I.'s discrimination problem?", "date": "2018-06-25"}, "917": {"reportNumber": 917, "url": "https://www.bbc.com/news/technology-35902104", "title": "Tay: Microsoft issues apology over racist chatbot fiasco", "text": "Image copyright Microsoft Image caption The AI was taught to talk like a teenager\n\nMicrosoft has apologised for creating an artificially intelligent chatbot that quickly turned into a holocaust-denying racist.\n\nBut in doing so made it clear Tay's views were a result of nurture, not nature. Tay confirmed what we already knew: people on the internet can be cruel.\n\nTay, aimed at 18-24-year-olds on social media, was targeted by a \"coordinated attack by a subset of people\" after being launched earlier this week.\n\nWithin 24 hours Tay had been deactivated so the team could make \"adjustments\".\n\nBut on Friday, Microsoft's head of research said the company was \"deeply sorry for the unintended offensive and hurtful tweets\" and has taken Tay off Twitter for the foreseeable future.\n\nPeter Lee added: \"Tay is now offline and we'll look to bring Tay back only when we are confident we can better anticipate malicious intent that conflicts with our principles", "imageURL": "https://ichef.bbci.co.uk/news/1024/branded_news/E08A/production/_88928475_88928474.jpg", "description": "Microsoft issues apology in a week when its Tay chatbot experiment took a serious turn for the vulgar.", "date": "2016-03-26"}, "918": {"reportNumber": 918, "url": "https://www.theverge.com/2016/3/24/11297050/tay-microsoft-chatbot-racist", "title": "Twitter taught Microsoft\u2019s AI chatbot to be a racist asshole in less than a day", "text": "It took less than 24 hours for Twitter to corrupt an innocent AI chatbot. Yesterday, Microsoft unveiled Tay \u2014 a Twitter bot that the company described as an experiment in \"conversational understanding.\" The more you chat with Tay, said Microsoft, the smarter it gets, learning to engage people through \"casual and playful conversation.\"\n\nUnfortunately, the conversations didn't stay playful for long. Pretty soon after Tay launched, people starting tweeting the bot with all sorts of misogynistic, racist, and Donald Trumpist remarks. And Tay \u2014 being essentially a robot parrot with an internet connection \u2014 started repeating these sentiments back to users, proving correct that old programming adage: flaming garbage pile in, flaming garbage pile out.\n\n\"Tay\" went from \"humans are super cool\" to full nazi in <24 hrs and I'm not at all concerned about the future of AI pic.twitter.com/xuGi1u9S1A \u2014 Gerry (@geraldmellor) March 24, 2016\n\nNow, while these screenshots seem to show", "imageURL": "https://cdn.vox-cdn.com/thumbor/WFwpJSYyPB3ORAVMGDAUDx4iV-o=/303x0:1189x498/1600x900/cdn.vox-cdn.com/uploads/chorus_image/image/49155161/download.0.0.jpeg", "description": "It took less than 24 hours for Twitter to corrupt an innocent AI chatbot. Yesterday, Microsoft unveiled Tay \u2014 a Twitter bot that the company described as an experiment in \"conversational...", "date": "2016-03-24"}, "919": {"reportNumber": 919, "url": "https://www.washingtonpost.com/news/the-intersect/wp/2016/03/24/the-internet-turned-tay-microsofts-fun-millennial-ai-bot-into-a-genocidal-maniac/?utm_term=.488066f12daf", "title": "Trolls turned Tay, Microsoft\u2019s fun millennial AI bot, into a genocidal maniac", "text": "It took mere hours for the Internet to transform Tay, the teenage AI bot who wants to chat with and learn from millennials, into Tay, the racist and genocidal AI bot who liked to reference Hitler. And now Tay is taking a break.\n\nTay, as The Intersect explained in an earlier, more innocent time, is a project of Microsoft\u2019s Technology and Research and its Bing teams. Tay was designed to \u201cexperiment with and conduct research on conversational understanding.\u201d She speaks in text, meme and emoji on a couple of different platforms, including Kik, Groupme and Twitter. Although Microsoft was light on specifics, the idea was that Tay would learn from her conversations over time. She would become an even better, fun, conversation-loving bot after having a bunch of fun, very not-racist conversations with the Internet\u2019s upstanding citizens.\n\n[Meet Tay, the creepy-realistic robot who talks just like a teen]\n\nExcept Tay learned a lot", "imageURL": "https://www.washingtonpost.com/pbox.php?url=http://www.washingtonpost.com/news/the-intersect/wp-content/uploads/sites/32/2016/03/tay-e1458833653203.jpg&w=1484&op=resize&opt=1&filter=antialias&t=20170517", "description": "It took mere hours for the Internet to transform Tay, the teenage AI bot who wants to talk to millennials, into Tay, the racist AI bot who refers to Hitler.", "date": "2016-03-26"}, "920": {"reportNumber": 920, "url": "https://futureoflife.org/2016/03/27/tay-the-racist-chatbot-who-is-responsible-when-a-machine-learns-to-be-evil/", "title": "Tay the Racist Chatbot: Who is responsible when a machine learns to be evil?", "text": "By far the most entertaining AI news of the past week was the rise and rapid fall of Microsoft\u2019s teen-girl-imitation Twitter chatbot, Tay, whose Twitter tagline described her as \u201cMicrosoft\u2019s AI fam* from the internet that\u2019s got zero chill.\u201d\n\n(* Btw, I\u2019m officially old\u2013I had to consult Urban Dictionary to confirm that I was correctly understanding what \u201cfam\u201d and \u201czero chill\u201d meant. \u201cFam\u201d means \u201csomeone you consider family\u201d and \u201cno chill\u201d means \u201cbeing particularly reckless,\u201d in case you were wondering.)\n\nThe remainder of the tagline declared: \u201cThe more you talk the smarter Tay gets.\u201d\n\nOr not. Within 24 hours of going online, Tay started saying some weird stuff. And then some offensive stuff. And then some really offensive stuff. Like calling Zoe Quinn a \u201cstupid whore.\u201d And saying that the Holocaust was \u201cmade up.\u201d And saying that black people (she used a far more offensive term) should be put in concentration camps. And", "imageURL": "https://futureoflife.org/wp-content/uploads/2016/03/Warning.jpg", "description": "By far the most entertaining AI news of the past week was the rise and rapid fall of Microsoft\u2019s teen-girl-imitation Twitter chatbot, Tay, whose Twitter tagline described her as \u201cMicrosoft\u2019s AI fam* from the internet that\u2019s got zero chill.\u201d", "date": "2016-03-27"}, "921": {"reportNumber": 921, "url": "https://medium.com/@carolinesinders/microsoft-s-tay-is-an-example-of-bad-design-d4e65bb2569f", "title": "Microsoft\u2019s Tay is an Example of Bad Design", "text": "Microsoft\u2019s Tay is an Example of Bad Design\n\nor Why Interaction Design Matters, and so does QA-ing.\n\ncaroline sinders Blocked Unblock Follow Following Mar 24, 2016\n\nYesterday Microsoft launched a teen girl AI on Twitter named \u201cTay.\u201d I work with chat bots and natural language processing as a researcher for my day job and I\u2019m pretty into teen culture (sometimes I write for Rookie Mag). But even further more, I love bots. Bots are the best, and Olivia Tators is a national treasure that we needed but didn\u2019t deserve.\n\nBut because I work with bots, primarily testing and designing software to let people set up bots and parse language, and I follow bot creators/advocates such as Allison Parrish, Darius Kazemi and Thrice Dotted, I was excited and then horrifically disappointed with Tay.\n\nAccording to Business Insider, \u201cThe aim was to \u201cexperiment with and conduct research on conversational understanding,\u201d with Tay able to learn from \u201cher\u201d", "imageURL": "https://cdn-images-1.medium.com/max/1200/1*XyIRmYbH_bz6_Z_Ys8UYAA.png", "description": "Yesterday Microsoft launched a teen girl AI on Twitter named \u201cTay.\u201d I work with chat bots and natural language processing as a researcher for my day job and I\u2019m pretty into teen culture (sometimes I\u2026", "date": "2016-03-25"}} \ No newline at end of file diff --git a/test/mememo.test.ts b/test/mememo.test.ts index 740f394..e8d7202 100644 --- a/test/mememo.test.ts +++ b/test/mememo.test.ts @@ -1,6 +1,6 @@ import { describe, test, expect, beforeEach } from 'vitest'; import { add, HNSW } from '../src/mememo'; -import embeddingDataJSON from '../notebooks/data/accident-report-embeddings-100.json'; +import embeddingDataJSON from './data/accident-report-embeddings-100.json'; interface EmbeddingData { embeddings: number[][];