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.

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Showing signals surfaced by Simon Willison ×

The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Established AI field signal Resource 17d ago
⚡ 17 h early
AI Compass navigation guide resource

The AI Compass

15 experts across 5 network communities independently surfaced this.

15 experts 5 communities 1 sources clustered

“not wrong! bambamramfan.github.io/ai-compass/”

“Source code here: github.com/bambamramfan... - try the quiz here: bambamramfan.github.io/ai-compass/”

4 experts discussed this · 5 posts
Grace: Did anyone else get this?
David Picard: Patron saint: Gary Marcus? Ouch! 😬🫣
Tim Duffy: I do recall one question where I wanted there to be one more extreme answer past the final option
Open the full discussion →
New Models & releases Analysis 4h ago
⚡ 4 h early

OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“I wrote about the completely wild incident where OpenAI were testing a new model and it broke out of its sandbox and broke INTO Hugging Face to steal the answers to the benchmark simonwillison.net/2026/Jul/22/...”

Established Evaluation & benchmarks Analysis 7d ago
⚡ 5 h early

Kimi K3, and what we can still learn from the pelican benchmark

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“My notes on Kimi K3, plus some thoughts on what we can still learn from the pelican benchmark even while it becomes further detached from how good the models are at the things that matter (like agentic tool calling across longer conversations) simonwillison…”

“simonwillison.net/2026/Jul/16/... >The new model is notable for the pricing: $3/million input tokens and $15/million output tokens, putting it at the same level as Anthropic’s Claude Sonnet series and making it the most expensive model released by a Chinese…”

2 experts discussed this · 3 posts
Simon Willison: My notes on Kimi K3, plus some thoughts on what we can still learn from the pelican benchmark even while it becomes further detached from how good the models are at the things that matter (like age…
Ramon Astudillo: My notes on Kimi K3, plus some thoughts on what we can still learn from the pelican benchmark even while it becomes further detached from how good the models are at the things that matter (like age…
Ramon Astudillo: death of the pelican test >That connection has been mostly severed now. The GPT-5.6 and Claude Fable 5 pelicans are outclassed by GLM-5.2, and much as I love GLM I don’t think that’s a Fable-class …
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Established AI field signal Analysis 19d ago
⚡ 3 h early
Fable AI company judgment

Fable's judgement

4 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“Simon’s blog: simonwillison.net/2026/Jul/3/j...”

“The most interesting Fable tip I've heard so far is to let the model use its own judgement as much as possible I told it "For all coding tasks use your judgement to decide an appropriate lower power model and run that in a subagent" and it seems to be savin…”

4 experts discussed this · 6 posts
Ethan Mollick: What if the model is the router? I think people underestimate the ability of frontier models now, but especially in the near future, to delegate work on their own as needed to dumber, cheaper model…
Ethan Mollick: Simon’s blog: simonwillison.net/2026/Jul/3/j...
Simon Willison: That paper predates Fable - I'd love to see them re-run that experience to see if Fable is a meaningful improvement My hunch is that it does, but data is better then hunches!
Open the full discussion →
Developing Models & releases Resource 2d ago
Claude Code team fireside chat

A Fireside Chat with Cat and Thariq from the Claude Code team

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I interviewed Cat Wu and Thariq Shihipar from the Claude Code team at the AI engineer World's Fair a couple of weeks ago - the video is now out, so I've published an annotated transcript of our conversation simonwillison.net/2026/Jul/21/...”

Established Models & releases Development 4d ago
⚡ 10 h early
Claude Code switches to Bun Rust runtime

Claude Code uses Bun written in Rust now

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“If you have Claude Code installed you're running software that uses the new (unreleased) version of Bun that's been rewritten in Rust - here are two commands you can run to see that for yourself simonwillison.net/2026/Jul/19/...”

Established Models & releases Release 7d ago
xAI Grok Build coding agent released

xai-org/grok-build, now open source

2 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered

“I poked around in the just open sourced Grok Build CLI tool - 844,000 lines of Rust code! - and dug up a few interesting highlights, including a "self-contained terminal renderer for Mermaid diagrams" that renders them using Unicode box-art! simonwillison.n…”

2 experts discussed this · 5 posts
Simon Willison: I poked around in the just open sourced Grok Build CLI tool - 844,000 lines of Rust code! - and dug up a few interesting highlights, including a "self-contained terminal renderer for Mermaid diagra…
Luis Villa: @simonwillison.net no mention one way or the other in your commentary: I assume not a reproducible build, so no way to know if that code matches what is actually running?
Simon Willison: I didn't see anything that would help verify if it matches the xAI binary
Open the full discussion →
Established AI field signal Resource 8d ago
simonw pedalican tool release

simonw/pedalican

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Made myself a custom Codex pet today (you'll never guess what it was), and had some fun reverse-engineering how the feature works - it generates animated sprite sheets using gpt-image-2 simonwillison.net/2026/Jul/14/...”

Established Models & releases Development 18d ago
Anthropic $47B run-rate revenue reported

Anthropic's run-rate revenue hits $47 billion

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I feel like "these companies have no path to being profitable" was a more credible position in January - much less so now that they have tens of billions of dollars in actual revenue Anthropic may have the fastest growing revenue of any company in history s…”

Established Models & releases Release 14d ago
⚡ 6 h early
OpenAI GPT-5.6 model family launch

The new GPT-5.6 family: Luna, Terra, Sol

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Notes on GPT-5.6, which includes some interesting new additions to the API (programmatic tool calling and multi-agent in particular) - plus 18 pelicans for the 6 reasoning levels and 3 new models: simonwillison.net/2026/Jul/9/g...”

Established Models & releases Release 18d ago
⚡ 9 h early
sqlite-utils 4.0rc2 Claude written release

sqlite-utils 4.0rc2, mostly written by Claude Fable (for about $149.25)

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“Somewhat humbling to have Claude Fable do a final review of some software that you're about to release and have it then find (and fix) FIVE release blockers, for an estimated (unsubsidized) cost of $149.25 simonwillison.net/2026/Jul/5/s...”

Established Models & releases Release 20d ago
⚡ 5 h early
Willison llm-coding-agent 0.1a0 release

Release: llm-coding-agent 0.1a0

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“I've been blogging a few of my Fable experiments today, most recently I had it more-or-less one-shot a CLI coding agent on top of my LLM Python library simonwillison.net/2026/Jul/2/l...”

Established AI field signal Resource 14d ago
⚡ 6 h early
unlabeled YouTube video

- YouTube

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“... and if you want to see some of OpenAI's own pelicans they featured a 3D pelican riding a tricycle, bicycle, pony, and another pelican in their livestream this morning: www.youtube.com/live/Wq45rvP...”