We had 128 citations [on that paper], and we sent our paper to many of these people that we cited. We were so thorough. I said, okay, I want to bucket the people that were going to ask feedback from in four buckets. One is the people who have developed large language models themselves, just to get their perspective. One is people who work in the area of understanding and mitigating the bias in these models. One is people who might disagree with our view. One is people who use these large language models for various things. And we have a whole document with all of this feedback that we were supposed to go through to address, and which I want to do still before we release this work.
But the way they [Google leadership] were talking to us, it wasnt like they were talking to world-renowned experts and linguists. Like Emily Bender [a professor at the University of Washington and a coauthor of the paper] is not some random person who just put her name on a random paper out there. I felt like the whole thing was so disrespectful.
I felt like there were prior instances where they watered down the research results a lot. People had conversations with PR and policy or whatever, and they would take issue with certain wording or take issue with certain specifics. Thats what I thought they might try to do with this paper, too. So I wrote a document, and I kept asking them, What exactly is your feedback? Is your feedback to add a section? To remove? What does this mean? What are you asking us?
This was literally my email on Friday after Thanksgiving [November 27, five days before Gebrus dismissal] because on Thanksgiving day I had spent my day writing this document instead of having a good time with my family. The next day, on Friday, which is when I was supposed to retract this paper, I wrote: Okay, I have written this six-page document addressing at a high level and low level whatever feedback I can gather. And I hope that there is at the very least an openness for further conversation rather than just further orders. I wrote that email. Like that. How does Megan [Kacholia, the VP of engineering at Google Research] respond to this email? Monday, she responds to it and says, Can you please confirm that you have either retracted the paper or taken the names of the authors out of this paper. Thank you. And can you please confirm after youve done this. Send me an email and confirm. As if I have no agency.
Thats not what they do to people whove engaged in gross misconduct. They hand them $80 million, and they give them a nice little exit. They dont do what they did to me.
Then in that document, I wrote that this has been extremely disrespectful to the Ethical AI team, and there needs to be a conversation, not just with Jeff and our team, and Megan and our team, but the whole of Research about respect for researchers and how to have these kinds of discussions. Nope. No engagement with that whatsoever.
I cried, by the way. When I had that first meeting, which was Thursday before Thanksgiving, a day before I was going to go on vacationwhen Megan told us that you have to retract this paper, I started crying. I was so upset because I said, Im so tired of constant fighting here. I thought that if I just ignored all of this DEI [diversity, equity, and inclusion] hypocrisy and other stuff, and I just focused on my work, then at least I could get my work done. And now youre coming for my work. So I literally started crying.
I dont know. Samy was horrified by the whole thing. He was like, this is not how we treat researchers. I mean, this is not how you treat people in general. People are talking about how, if this happens to somebody this accomplishedit makes me imagine what they do to people, especially people in vulnerable groups.
Continued here:
- Technology Synonyms, Technology Antonyms | Thesaurus.com - January 7th, 2017 [January 7th, 2017]
- Information technology - Wikipedia - January 7th, 2017 [January 7th, 2017]
- Technology and Electronics Reviews - USATODAY.com - January 7th, 2017 [January 7th, 2017]
- Technology Forum - reddit.com - January 7th, 2017 [January 7th, 2017]
- Technology: Industries: PwC - January 22nd, 2017 [January 22nd, 2017]
- National Education Technology Plan - Office of Educational ... - January 22nd, 2017 [January 22nd, 2017]
- Technology News - The New York Times - January 24th, 2017 [January 24th, 2017]
- Computer Business Review - Computer Business Review - January 24th, 2017 [January 24th, 2017]
- Technology - Pogue's Posts Blog - The New York Times - February 2nd, 2017 [February 2nd, 2017]
- What the Tech: Neuro-Bio Monitor Technology - KFDX - February 7th, 2017 [February 7th, 2017]
- Globalization failed too many people. Here's the technology that could help it work for everyone - Quartz - February 7th, 2017 [February 7th, 2017]
- Bill Nye forecasts next 50 years, says we're at a technological crossroad - Digital Trends - February 7th, 2017 [February 7th, 2017]
- Interview with Matt Nix about his new Fox show APB. - Slate - Slate Magazine - February 7th, 2017 [February 7th, 2017]
- In This Year's Super Bowl Of Technology, Intel Led The Way With A Sky Full Of Drones - Forbes - February 7th, 2017 [February 7th, 2017]
- Learning From Last Year: Technology Funding Outlooks For 2017 - Forbes - February 7th, 2017 [February 7th, 2017]
- Ossia hires new CEO to help commercialize its wireless charging technology - GeekWire - February 7th, 2017 [February 7th, 2017]
- Microsoft's AI group debuts customizable speech-to-text technology, rapidly expanding 'cognitive services' for ... - GeekWire - February 7th, 2017 [February 7th, 2017]
- A flare for self-destruction: How technology is the means, not the cause, of our demise - National Post - February 7th, 2017 [February 7th, 2017]
- Broadcaster dangles new technology for Winter Olympics - Reuters - February 7th, 2017 [February 7th, 2017]
- These Four Black Women Inventors Reimagined the Technology of the Home - Smithsonian - February 7th, 2017 [February 7th, 2017]
- How 3D and Self-Design Will Change Technology - Huffington Post - February 7th, 2017 [February 7th, 2017]
- Factory Boss Says Fishing Technology Could Improve Controversial US Border Wall - Voice of America - February 8th, 2017 [February 8th, 2017]
- Republicans Aim to Kill Election Technology Standards Agency - Gizmodo - February 8th, 2017 [February 8th, 2017]
- Solutions replace technology as the focus at ISE 2017 - Installation International - February 8th, 2017 [February 8th, 2017]
- Five Rules That Define The Technology Innovator - Forbes - February 8th, 2017 [February 8th, 2017]
- Three Ways That Digital Technology Can Help Chemical Producers - Forbes - February 8th, 2017 [February 8th, 2017]
- Cinematographers Deploy Innovative Technology to Create Better Images - Variety - February 8th, 2017 [February 8th, 2017]
- How Technology Transforms Dreamers Into Economic Powerhouses - Forbes - February 8th, 2017 [February 8th, 2017]
- Coming technology will likely destroy millions of jobs. Is Trump ready? - Washington Post - February 8th, 2017 [February 8th, 2017]
- Mysterious $5 Billion Biotech Moderna Hit With Legal Setback Related To Key Technology - Forbes - February 9th, 2017 [February 9th, 2017]
- Berlinale: Jury Talks Up Art But Politics and Technology Enter Discussion - Variety - February 9th, 2017 [February 9th, 2017]
- Opinion: Harry Boxer's stocks to watch: biotechnology and technology - MarketWatch - February 9th, 2017 [February 9th, 2017]
- Nasdaq plans venture arm to invest in financial technology: sources - Reuters - February 9th, 2017 [February 9th, 2017]
- A modern-day Rosie the Riveter campaign: Women in technology - The Hill (blog) - February 9th, 2017 [February 9th, 2017]
- A growing concern: Technology and transportation - Florida Today - February 9th, 2017 [February 9th, 2017]
- Top 10 Mobility Technologies Market by Technology & Geography - Global Forecast to 2022 - Yahoo Finance - February 9th, 2017 [February 9th, 2017]
- Volvo melds technology and luxury in the XC90 T8 hybrid - Engadget - February 9th, 2017 [February 9th, 2017]
- CEFC warns against risky investment in 'clean coal' technology - The Guardian - February 10th, 2017 [February 10th, 2017]
- Scientist calls for industrial scale-up of greenhouse gas-eating microbe technology in UK - Phys.Org - February 10th, 2017 [February 10th, 2017]
- Software company introduces game-changing technology for Michigan Realtors - HousingWire - February 10th, 2017 [February 10th, 2017]
- New laser technology enables more sensitive gravitational-wave detectors - Phys.Org - February 10th, 2017 [February 10th, 2017]
- Why Quotient Technology Inc. Stock Surged 21% Higher on Friday - Fox Business - February 10th, 2017 [February 10th, 2017]
- How Technology Is Improving Influencer Marketing (And Can Help Improve Your Brand) - Forbes - February 10th, 2017 [February 10th, 2017]
- Hands-on: EVGA's sensor-laden iCX technology revolutionizes ... - PCWorld - February 10th, 2017 [February 10th, 2017]
- New Ground Technology uses digital graphics on turf - Golf Channel - February 11th, 2017 [February 11th, 2017]
- Facing State System review, Cal U to emphasize science and technology - Pittsburgh Post-Gazette - February 11th, 2017 [February 11th, 2017]
- International Game Technology: A Lottery Bet That's Paying Off - Barron's - February 11th, 2017 [February 11th, 2017]
- Our seas have become a plastic graveyard - but can technology turn the tide? - Telegraph.co.uk - February 11th, 2017 [February 11th, 2017]
- Technology identifying fastest checkout lanes comes to metro - KCCI Des Moines - February 11th, 2017 [February 11th, 2017]
- This Technology Could Be a Game-Changer for the Marijuana Industry - Fox Business - February 11th, 2017 [February 11th, 2017]
- Editorial: Higher education and technology are job creators, so why is the governor cutting their funding? - STLtoday.com - February 12th, 2017 [February 12th, 2017]
- BLAEDC: Entrepreneurs find a technology-friendly home in the Brainerd lakes area - Brainerd Dispatch - February 12th, 2017 [February 12th, 2017]
- Small cell technology is large endeavor for state - Crain's Cleveland Business - February 12th, 2017 [February 12th, 2017]
- Eye tracking technology will change these 4 domains - The Next Web - February 12th, 2017 [February 12th, 2017]
- The technology fixing Britain's parking problem - The Independent - February 12th, 2017 [February 12th, 2017]
- Tim Cook: Augmented Reality is as big of a technology as the smartphone - BGR - February 12th, 2017 [February 12th, 2017]
- How technology is encouraging society to be stupid - The Next Web - February 12th, 2017 [February 12th, 2017]
- IBM Adds Voice Help to Cybercrime-Fighting Watson-Powered Weaponry - Campus Technology - February 13th, 2017 [February 13th, 2017]
- Market Higher As 4 Key Steel, Technology Stocks Top Buy Points - Investor's Business Daily - February 13th, 2017 [February 13th, 2017]
- A look at North Korea's missile launches and technology - ABC News - February 13th, 2017 [February 13th, 2017]
- The CFO Imperative: Next-Gen Technology Drives Cost Optimization - Knowledge@Wharton - February 13th, 2017 [February 13th, 2017]
- Technology puts 'touch' into long-distance relationships - Phys.Org - February 13th, 2017 [February 13th, 2017]
- A New Angel Investing Platform Connects Deep Technology And Science Startups With Capital - Forbes - February 13th, 2017 [February 13th, 2017]
- Formula 1 now capable of 'internet' broadcasts with new technology - autosport.com - February 14th, 2017 [February 14th, 2017]
- How dangerous is technology? - OUPblog (blog) - February 14th, 2017 [February 14th, 2017]
- Apple's Eddy Cue says technology companies have a responsibility to combat fake news - Recode - February 14th, 2017 [February 14th, 2017]
- Valentine's day: what's your secret technology crush? - Naked Security - February 14th, 2017 [February 14th, 2017]
- Parents and technology How much is too much? - WGBA-TV - February 14th, 2017 [February 14th, 2017]
- Is Magic Leap Lying About Its Acid Trip Technology? - Vanity Fair - February 14th, 2017 [February 14th, 2017]
- BYU-Idaho dedicates and showcases new Science and Technology Center - LocalNews8.com - February 15th, 2017 [February 15th, 2017]
- Even Indian technology entrepreneurs think they are living in a ... - Quartz - February 15th, 2017 [February 15th, 2017]
- 3 tips for regulating our kids' technology use - The Herald-Times (subscription) - February 15th, 2017 [February 15th, 2017]
- Don Cunningham column: Technology giveth, and it taketh away - Allentown Morning Call - February 15th, 2017 [February 15th, 2017]
- Warren Buffett's Increasing Passion For Apple And Technology - Forbes - February 15th, 2017 [February 15th, 2017]
- DNA technology gives new face to decade-old cold case - The San Diego Union-Tribune - February 15th, 2017 [February 15th, 2017]
- Can Technology Really Solve China's Healthcare Crisis? - Forbes - Forbes - February 15th, 2017 [February 15th, 2017]
- Emerging technology is keyword: Demand for experts in robotics & big data up 50% - Economic Times - February 16th, 2017 [February 16th, 2017]
- Five technologies that will change how we live - Financial Times - February 16th, 2017 [February 16th, 2017]
- Football League agrees to use goalline technology in Championship - The Guardian - February 16th, 2017 [February 16th, 2017]
- Telecom operators navigate three technology transformation options - TechTarget - February 16th, 2017 [February 16th, 2017]