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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Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Building & implementation Concern & critique Opportunity & adoption Research & technical analysis
3 live reaction maps in this view Jump to the evidence ↓
Reaction converging Kimi K3.1 Pro Tech Blog: Advancing Open Intelligence Research & technical analysis · 3 attributable reactions Multiple readings ‘Reverse-Engineer Anything’ Is the New Wild West of AI Concern & critique · 2 attributable reactions Shared emphasis EmbeddingGemma 2: an open, lightweight multimodal embedding model Building & implementation · 2 attributable reactions
Showing signals surfaced by Max Woolf ×
Most important

The developments commanding sustained expert attention

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

New Safety & security Development 1h ago
⚡ 3 h early
Anthropic Claude Opus 5.5 launch

Introducing Claude Opus 5.5

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered
Tim Kellogg Sung Kim Scott McGrath Stephen Turner Max Woolf Fran Litterio

“Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...”

“Claude Opus 5.5 www.anthropic.com/claude-opus-...”

3 experts discussed this · 14 posts
Tim Kellogg: Opus 5.5 better and cheaper than Opus 5 — typically 40% cheaper, $4/mtok input, $20/mtok out www.anthropic.com/claude-opus-...
Tim Kellogg: Sonnet 5.5 & Haiku 5.5 coming soon
Tim Kellogg: it writes fine
Open the full discussion →
Primary source anthropic.com ↗
Accelerating AI field signal Signal 1h ago

Kimi K3.1 Pro Tech Blog: Advancing Open Intelligence

6 experts across 4 network communities independently surfaced this.

6 experts 4 communities 1 sources clustered
Nathan Lambert Ted Underwood Tim Kellogg Max Woolf Nafnlaus 🇮🇸 🇺🇦 jeremymorrell.dev
Primary source kimi.ai ↗
Developing AI field signal Analysis 1d ago
⚡ 6 h early
reverse engineer AI wild west essay

‘Reverse-Engineer Anything’ Is the New Wild West of AI

7 experts across 4 network communities independently surfaced this.

7 experts 4 communities 1 sources clustered
404 Media Hypervisible Joseph Cox Jason Koebler Scott McGrath Max Woolf By Cory Doctorow (GPG 0xBF3D9110957E5F4C)
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“An excellent article by 404 Media's Jason Koebler runs down some of these hacks, including drop-in replacements for smart TV software that blocks the endless ads and surveillance that have made TVs all but unusable: www.404media.co/reverse-engi...”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“What this promises is a way to easily clone and modify other people’s products. One of the main problems? AI-powered, cloned software often has bugs that the person using the AI doesn’t understand or know how to fix, but they're unleashing into the world an…”

Primary source 404media.co ↗
Established Models & releases Release 16d ago
⚡ 15 h early

EmbeddingGemma 2: an open, lightweight multimodal embedding model

4 directory members surfaced this signal.

4 experts 1 community 1 sources clustered
Google Gemma Lynn Cherny Tom Aarsen Max Woolf
How the network is reacting 2 experts are emphasizing building & implementation.
Shared emphasis

Building & implementation

2 experts

How teams are shipping and applying it.

“Read the blog for all the details, dive into the docs, and start building today: https://t.co/UVpgDrXvvV”

Primary source blog.google ↗
Established AI field signal Analysis 6d ago
open weight models dominate token usage

Open weight takes 71.5% of tokens and 23% of spend

3 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered
Dare Obasanjo Max Woolf

“Charts taken from Vercel’s most recent post about usage of their AI gateway”

“if you haven't seen this chart from Vercel yesterday it is very funny vercel.com/blog/ai-gate...”

3 experts discussed this · 7 posts
Stephan Geering: Ezra Klein did two quite good interviews about AI in a row. impressed with the research he has done, the range of views he’s read, and the way he argues with the guests
Max Woolf: if you haven't seen this chart from Vercel yesterday it is very funny vercel.com/blog/ai-gate...
Phillip Carter: What what the fuck is that y axis lol
Open the full discussion →
Primary source vercel.com ↗
Developing AI field signal Resource 1d ago
AI reverse engineering awesome list resource

GitHub - yibie/awesome-rea: A curated list of AI-assisted reverse engineering: decompilation, recompilation and native ports, with how each project verifies correctness

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
Max Woolf

“nope, just need the ROM. Here's a list of recent decompiled games via LLMs. github.com/yibie/awesom...”

Primary source github.com ↗
Established AI field signal Analysis 20d ago
anabology X AI post

anabology (@anabology) on X

8 experts are actively discussing the implications.

1 expert 1 community 1 sources clustered
Max Woolf

“source: x.com/anabology/st... "I allowed it to use Midjourney videos as an asset rather than just seedance, and I told it to imagine it was recording the music video from a Windows XP desktop"”

8 experts discussed this · 23 posts
Max Woolf: uhhhhhhh
Max Woolf: source: x.com/anabology/st... "I allowed it to use Midjourney videos as an asset rather than just seedance, and I told it to imagine it was recording the music video from a Windows XP desktop"
Grace: @norvid-studies.bsky.social
Open the full discussion →
Primary source x.com ↗
Debates gaining attention

What experts are discussing without an anchoring article