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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Questions & unknowns Context & explanation Markets & investment Opportunity & adoption
4 live reaction maps in this view Jump to the evidence ↓
Shared emphasis Introducing Claude Opus 5 Opportunity & adoption · 2 attributable reactions Multiple readings What will be left for us to work on? Questions & unknowns · 3 attributable reactions Shared emphasis China’s Moonshot AI releases Kimi K3, the largest open-source model ever, rivaling top U.S. systems Markets & investment · 2 attributable reactions +1 more reaction maps further down
Showing signals surfaced by Nicole Hennig ×
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.

Established Models & releases Release 4d ago
⚡ 5 h early
Anthropic Claude Opus 5 released

Introducing Claude Opus 5

9 experts across 3 network communities independently surfaced this.

9 experts 3 communities 1 sources clustered
Nathan Lambert Chris Paxton Sung Kim Dustin Moskovitz Eileen Clancy 🧿 Nicole Hennig Cameron Liz Fong-Jones (方禮真) +1
How the network is reacting 2 experts are emphasizing opportunity & adoption.
Shared emphasis

Opportunity & adoption

2 experts

New capabilities, benefits and practical upside.

“Insane numbers for opus 5, the power of faster iteration speed + scaled RL (Fable too big to RL as well, yet). And on safeguards "Based on our testing, we expect the classifiers to intervene around 85% less often than they do for Fable 5.". www.anthropic.co…”

2 experts discussed this · 4 posts
Sung Kim: Anthropic's Opus 5
Sung Kim: www.anthropic.com/news/claude-...
Sung Kim: System card www-cdn.anthropic.com/c5fbac3f0b12...
Open the full discussion →
Primary source anthropic.com ↗
Developing AI field signal Signal 2d ago
⚡ 57 h early

An opinionated guide to which ai b22

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered
Ethan Mollick Nicole Hennig Meredith Martin Alice Schwarze

“I've already had to update the guide to which AI models to use that I wrote on Thursday to include Opus 5 and Codex's voice mode, both of which are significant & launched on Friday. Keeping up is challenging, even if you are following this stuff closely. ww…”

“An opinionated guide to which AI to use to do stuff - Ethan Mollick www.oneusefulthing.org/p/an-opinionat… #AI #guides #Claude #ChatGPT”

Primary source oneusefulthing.org ↗
Established Models & releases Analysis 4d ago
⚡ 4 h early

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

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
Simon Willison Chris Paxton Nicole Hennig

“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/...”

“OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened - Simon Willison simonwillison.net/2026/Jul/22/op… #AI #security”

2 experts discussed this · 8 posts
Simon Willison: 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/…
Simon Willison: Tucked away in this article is an appeal to the AI skeptics to PLEASE stop writing off stories like this OpenAI accidental exploit of Hugging Face as a dishonest marketing trick Frontier models can…
Simon Willison: Where did I blame the models? The key message here is that if you run a frontier model without any guardrails and set it the goal to solve a problem, it will take whatever steps it can to solve tha…
Open the full discussion →
Primary source simonwillison.net ↗
Established Culture, work & education Analysis 13d ago
AI future of human work essay

What will be left for us to work on?

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered
Arvind Narayanan Ted Underwood Nicole Hennig Stephen Turner
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Questions & unknowns

2 experts

What remains unresolved or contested.

“What will be left for us to work on? www.normaltech.ai/p/what-will-be… #AI #work #future #change”

Context & explanation

1 expert

Background, chronology and why it matters.

“Thanks for that summary. It aligns very well with this text, which @sgray.bsky.social posted earlier today. (It might be a little better or fuller than Arvind's own overview at the top!) I really like the argument.”

7 experts discussed this · 18 posts
Ted Underwood: Can anyone who was there report the answer?
Maria Antoniak: Can anyone who was there report the answer?
David Picard: Hopefully nothing so that we could all get some nice vacations
Open the full discussion →
Primary source normaltech.ai ↗
Established Models & releases Development 11d ago
⚡ 10 h early
Netflix 300 programs use generative AI

About 300 Netflix Programs Have Used Generative AI This Year

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
Olivia Guest Nicole Hennig Dare Obasanjo Ed Newton-Rex

“About 300 Netflix Titles Used Generative AI This Year, Company Reveals variety.com/2026/biz/news/… #AI #film #video”

“During its earnings call earlier today, Netflix shared that AI has been used in about 300 titles this year. Its shareholder letter stated "We are increasingly leveraging these tools to deliver higher quality output more quickly and at a lower cost than trad…”

Primary source variety.com ↗
Established AI field signal Signal 5d ago

Understanding the AI economy

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Ethan Mollick Nicole Hennig

“Glad to see Google sharing data on how Gemini is being used. Especially interesting is that the usefulness of multimodal AI for manual labor may be greater than expected. blog.google/innovation-a...”

“Understanding the AI economy - Google blog.google/innovation-and… #AI #statistics #usage”

Primary source blog.google ↗
Established Models & releases Release 11d ago
⚡ 11 h early

China’s Moonshot AI releases Kimi K3, the largest open-source model ever, rivaling top U.S. systems

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered
Mél Hogan / The Data Fix Nicole Hennig Frank Pasquale
How the network is reacting 2 experts are emphasizing markets & investment.
Shared emphasis

Markets & investment

2 experts

Capital, companies and commercial impact.

“Chinas-moonshot-ai-releases-kimi-k3-the-largest-open-source-model-ever-rivaling-top-u-s-systems venturebeat.com/technology/chi… #AI #Kimi #OpenSource”

Primary source venturebeat.com ↗
Established AI field signal Signal 8d ago
⚡ 178 h early

Kimi K3: The open-weights escalation

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Nathan Lambert Nicole Hennig

“Where Kimi K3 puts the balance of power — and bends the trajectory — of the AI ecosystem. www.interconnects.ai/p/kimi-k3-th...”

“Kimi K3: The open-weights escalation www.interconnects.ai/p/kimi-k3-the-… (some interesting thought here) #AI #OpenWeights #China #Kimi”

Primary source interconnects.ai ↗
Established AI field signal Analysis 13d ago
AI science fiction portrayal critique

Why does AI in science fiction so often miss the mark? – TechnoLlama

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Nicole Hennig Andres Guadamuz
How the network is reacting 2 experts are emphasizing questions & unknowns.
Shared emphasis

Questions & unknowns

2 experts

What remains unresolved or contested.

“Why does AI in science fiction so often miss the mark? www.technollama.co.uk/why-does-ai-in… #AI #SciFi”

Primary source technollama.co.uk ↗