Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

2,364 searchable experts 2,966 tracked across all sources
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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Concern & critique Policy & governance
1 live reaction map in this view Jump to the evidence ↓
Multiple readings Protecting our FLOSS commons from LLMs — Codeberg News Concern & critique · 4 attributable reactions
Showing signals surfaced by Jed Brown ×
New & accelerating

What is moving across the network now

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Developing Models & releases Analysis 2d ago
Codeberg protects FLOSS commons from LLMs

Protecting our FLOSS commons from LLMs — Codeberg News

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered
Olivia Guest Michael Ekstrand CJ Shriram Krishnamurthi Armin Ronacher Jed Brown Amy Hoy
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“I think this is a very bad move, and the people behind Codeberg should re-consider there stance. blog.codeberg.org/protecting-o...”

Policy & governance

2 experts

Rules, institutions and accountability.

“Codeberg updates ToU to disallow LLM training and many LLM-generated projects, and wrote a thorough explanation: blog.codeberg.org/protecting-o... Regardless of the merits of AI code generation, AI trainers have got to get their scraper bots under control a…”

2 experts discussed this · 10 posts
Amy Hoy: this IS interesting, and it’s something i see a lot on subreddits for specific areas of interest (mac apps, note taking) as well as aspiring-entrepreneur ones lots of fancy-looking projects with ze…
Amy Hoy: i mean as somebody who coaches aspiring entrepreneurs, a lot of them spend way too much time on the idea or prototype and nothing on building a customer base but it usually takes more dedication an…
Amy Hoy: it’s the same old wantrepreneur failure pattern but with an acme rocket strapped to its ass
Open the full discussion →
Primary source blog.codeberg.org ↗
Developing AI field signal Signal 1d ago
⚡ 25 h early

aiforensics.org

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Eileen Clancy 🧿 Jed Brown

“New investigation from AI Forensics finds HuggingFace Spaces (which are subsidized) for "Image Editing" are primarily used to generate non-consensual intimate imagery of non-celeb real people, including CSAM, and lack even cursory "guardrails" (which are a …”

Primary source aiforensics.org ↗
Developing Compute & infrastructure Signal 1d ago

Spaces ZeroGPU: Dynamic GPU Allocation for Spaces · Hugging Face

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Jed Brown

“Most of the Image Editing "Spaces" run on ZeroGPU, which is free to users and developers (paid for by HuggingFace investors). Many of those Spaces are advertised as NSFW and there is no claiming HuggingFace has been unaware of what they're used for.”

Primary source huggingface.co ↗
Established Agents & robotics Signal 5d ago
⚡ 31 h early

NY School District Hits Pause on Robot Teacher Amid Scrutiny

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered
Julie Carpenter, PhD Jed Brown Veni Kunche

“Salamanca has paused the robot pilot. The district cited unresolved student data privacy agreements with the state; the state cited concern over humanoid robots in the classroom. nysfocus.com/2026/07/24/n... Thanks @wendynorris.bsky.social”

Primary source nysfocus.com ↗
Established Models & releases Development 4d ago
⚡ 28 h early
Debian general resolution on LLM usage

General Resolution: LLM usage in Debian

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Jed Brown Baldur Bjarnason

“Debian is considering a resolution with two choices. One would forbid use of LLMs within the Debian project (does not apply to upstream packages). The other is permissive responsible-washing. I think it is not incidental that rationale for the former has ci…”

Primary source debian.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

5 experts · 8 posts · 6d ago
Timnit Gebru Joshua Grochow Jed Brown Veni Kunche Abstract Tesseract
Timnit Gebru: You gotta hand it to OpenAI, billing this as a *partnership* between OpenAI & Hugging Face when what actually happened was Hugging Face finding out that OpenAI was using a bunch of bots to exploit …
Timnit Gebru: Reading that whole OpenAI post describing them unleashing a bunch of bots on Hugging Face as an "unprecedented cyber incident," is a master class in marketing. Lol and branding what happened as Ope…
Open the thread →
2 experts · 13 posts · 4d ago
Pwnallthethings Jed Brown
Shared emphasis Concern & critique · 2
Pwnallthethings: agree on the former, disagree on the latter tho.
Pwnallthethings: would be a pointless eval run if it were prompted with anything other than the bare eval text itself, which given that it is ExploitGym is about turning vulns into exploits, not about targeting inf…
Open the thread →
3 experts · 4 posts · 6d ago
Pwnallthethings Julian Sanchez Jed Brown
Multiple readings Concern & critique · 1 Questions & unknowns · 1
Julian Sanchez: My worry is you hit a cultural inflection point where kids who would never previously have even considered cheating, who DO care about education, look at how ubiquitous AI cheating is & decide they…
Jed Brown: This is currently among the most-cited reasons for LLM use by university students. And a big part of it is that instructors reward the cheating, and it feels pointless when students are routinely f…
Open the thread →
2 experts · 5 posts · 5d ago
Eileen Clancy 🧿 Jed Brown
Jed Brown: Thakur v Trump continues to deliver the goods. Recall that it was brought by faculty (not the University of California) and is the same case that got UCLA funding restored last year, before UC coul…
Eileen Clancy 🧿: Thakur v Trump continues to deliver the goods. Recall that it was brought by faculty (not the University of California) and is the same case that got UCLA funding restored last year, before UC coul…
Open the thread →