Sarah T Roberts, PhD

Why they matter

Researcher with public evidence across AI research, Models & releases.

AI signals
8
past 30d
Sources
7
distinct domains
Discussions
30
past 30d
Latest signal
19h ago
View every signal from Sarah T Roberts, PhD →
Professor, researcher, author. Prez, Assoc of Internet Researchers (AOIR), synth lover, fan of many things, gay lady. Wrote a book called Behind the Screen: Content Moderation in the Shadows of Social Media (YUP 19), and Meta stole it to train its LLM.

Articles & links

It’s always humans, all the way down. This is the social media playbook, on steroids.

Inside ‘Project Lily’: The Humans Reading Your ChatGPT Chats 404media.co
AI Weekly's analysis →
  • OpenAI's internal program codenamed Project Lily pays contractors more than $50 an hour to read real ChatGPT prompts and grade the chatbot's replies.
  • Reviewers rate four ChatGPT responses on a one-to-seven scale and can see a 'user memories summary' that may reveal past use and rough location.
  • OpenAI's Privacy Filter model tries to redact personal information before prompts reach reviewers, but the company acknowledged sensitive details can still get through.
Read full analysis →
View on Bluesky · ♥ 22 ↻ 12 ↩ 1 · 17 from the directory shared this · 53d ago

“Dr. Poolos knew his patients used chatbots. They often sent him pages of notes, formatted into unmistakable, A.I.-generated bullet points. But he never considered the notion that a chatbot might actively sow doubt in a patient’s mind about his expertise, or intentions.”

nytimes.com
View on Bluesky · ♥ 14 ↻ 7 ↩ 1 · 13 from the directory shared this · 10d ago

It bears mentioning that Microsoft just shut down its Microsoft Research Social Media Collective…because why should they care about the social consequences of their products, right? Including worker harms.

Humans Are Reading Copilot Prompts — And They're Horrified 404media.co
AI Weekly's analysis →
  • Human contractors grading Microsoft Copilot image edits report being flooded with upskirt photos, sexualized edits of real women, and pro-anorexia content.
  • Reviewers see a user's original prompt, the uploaded photo, and two AI-generated edits, then pick the better one on gut feel.
  • Microsoft cites its terms of use for reusing customer data; Prolific, identified as one hiring firm, did not respond to 404 Media.
Read full analysis →
View on Bluesky · ♥ 45 ↻ 17 ↩ 2 · 10 from the directory shared this · 39d ago

“As economists, they told me, they’re less concerned with literary quality or customer satisfaction than revenue growth and market expansion.” You don’t say.

nytimes.com
View on Bluesky · ♥ 14 ↻ 4 ↩ 1 · 11 from the directory shared this · 111d ago

Um

ChatGPT Keeps Telling People 404 Media Can Solve Their Tech Support Problems 404media.co
AI Weekly's analysis →
  • ChatGPT has been directing users with routine tech complaints to email 404 Media founder Jason Koebler, often writing the pitch for them.
  • Senders include a Russian man with a banned Instagram account, an Italian painter chasing Meta, and a Verizon customer wanting an investigation.
  • The chatbot has produced full evidence dossiers and press releases, including one titled 'Texas entrepreneur seeks answers from OpenAI.'
Read full analysis →
View on Bluesky · ♥ 9 ↻ 1 ↩ 0 · 10 from the directory shared this · 11d ago

How Meta Uses A.I. Data Centers to Avoid Billions in Federal Taxes

nytimes.com
View on Bluesky · ♥ 13 ↻ 6 ↩ 2 · 9 from the directory shared this · 33d ago

This “good enough” attempt at graphic design…isn’t.

We Are Living in a ‘ChatGPT Flyer Pandemic’ 404media.co
AI Weekly's analysis →
  • 404 Media's Jason Koebler documents ChatGPT-designed flyers for surf lessons, skate shop closeouts, drug deliveries, World Cup parties, junk hauling and fundraisers.
  • The shared look — bright text on dark backgrounds, generic icon boxes, decorative lines, arrows and checkmarks — has become so recognizable it reads as a template.
  • A viral Threads post asking 'ain't nobody gonna address this ChatGPT flyer pandemic' has spread to Instagram and Facebook among designers, musicians and bar owners.
Read full analysis →
View on Bluesky · ♥ 25 ↻ 5 ↩ 3 · 8 from the directory shared this · 121d ago

Recent commentary

Guess what: the entire UC system is in very advanced talks to “provide” access to OpenAI and “free” (LOL) tokens to all students. Why? For what use case? Search me! “We”didn’t have enough money for one instructional computer/classroom a couple weeks ago. This deal’ll be in the hundreds of millions.

View on Bluesky · ♥ 269 ↻ 85 ↩ 15 · 14d ago

I understand that, until recently, a person who held a position as AI “czar” on my campus and who was engaging with both Palantir and OpenAI, and bringing those products to our campus, was apparently on CNN tonight, warning the public against them. So I guess he is echoing what I told him…

View on Bluesky · ♥ 33 ↻ 6 ↩ 3 · 50d ago

I'm going to do something I may never have done before, and share a major upside of the imposition of AI on everyone: It is uniting people from across the political spectrum, and in their local communities, to come together for collective opposition like no issue I recall in my memory. So, thanks?

View on Bluesky · ♥ 39 ↻ 5 ↩ 1 · 77d ago

Late night #AOIR2026 deep thoughts: “Sentient” AI is just a way to deny responsibility for what you made.

View on Bluesky · ♥ 23 ↻ 2 ↩ 5 · 22d ago

I love getting lectured by randoms about the nature of education and of pedagogy. And AI.

View on Bluesky · ♥ 29 ↻ 2 ↩ 1 · 60d ago

I’ve been getting about two requests for PhD supervision per day lately. This is waaaaaay above average. I have an autoreply on that states that I’m not taking any new students this cycle. But a friend who is also inundated said that hers are all formatted exactly same and are obviously AI.

View on Bluesky · ♥ 16 ↻ 1 ↩ 3 · 16d ago

I continue to be fascinated and mortified by the AI results to searches on Google. I was trying to get info about writers who were staked by Substack (some of whom harassed me when I publicly talked about it). It pivoted to tell me about a CA ballot initiative.

View on Bluesky · ♥ 10 ↻ 3 ↩ 2 · 2d ago

So,uh… are we talking about OpenAI and Hugging Face or?

View on Bluesky · ♥ 10 ↻ 0 ↩ 1 · 108d ago

Confidential to #AOIR2026 and AIR-L members: Velvet Vale will NOT be present at the conference because an AI "persona" cannot wear a badge. Whomp whomp!

View on Bluesky · ♥ 7 ↻ 1 ↩ 1 · 22d ago

Omg, I was googling something related to the Freewrite Traveler device but put in “free write traveler” and the Google AI gave me this:

View on Bluesky · ♥ 3 ↻ 1 ↩ 1 · 7d ago

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