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 developments with attributable Concern & critique reactions.

New Network reaction maps

See how experts are reacting—not just what they shared.

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

Concern & critique Opportunity & adoption Policy & governance
2 live reaction maps in this view Jump to the evidence ↓
Multiple readings Protecting our FLOSS commons from LLMs — Codeberg News Concern & critique · 4 attributable reactions Multiple readings This is nuts. When's the crash? Concern & critique · 2 attributable reactions
Showing signals surfaced by Amy Hoy ×
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 1d ago
Codeberg protects FLOSS commons from LLMs

Protecting our FLOSS commons from LLMs — Codeberg News

7 experts across 4 network communities independently surfaced this.

Why this matches Concern & critique reaction 2 attributable expert contributions · Shriram Krishnamurthi, Armin Ronacher
“I respect Codeberg's right to take a position on this, and I understand why they might feel this way, but this is kinda' crazy. Glad I'm not using it, because I'd have to move some projects off of it. The article is also just confused in some ways. blog.cod…” evidence ↗
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
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Primary source blog.codeberg.org ↗
Established AI field signal Analysis 3d ago
⚡ 35 h early
FTAV AI market crash concern essay

This is nuts. When's the crash?

3 experts across 2 network communities independently surfaced this.

Why this matches Concern & critique reaction 1 attributable expert contribution · Christopher Mims
“The base case on the future of the AI financial bubble now ranges from "it doesn't look great" to impending "massive capital destruction" as companies like OpenAI fail to ever repay their debt, and we get a repeat of the 2008 crash but with different assets…” evidence ↗
3 experts 2 communities 1 sources clustered
Ed Zitron Christopher Mims Amy Hoy
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“The base case on the future of the AI financial bubble now ranges from "it doesn't look great" to impending "massive capital destruction" as companies like OpenAI fail to ever repay their debt, and we get a repeat of the 2008 crash but with different assets…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“1. Incredible new title given to me by the Financial Times 2. This is a great piece about how AI skepticism feels like the consensus now ftav.substack.com/p/this-is-nu...”

Primary source ftav.substack.com ↗
Debates gaining attention

What experts are discussing without an anchoring article

2 experts · 55 posts · 4d ago
e.w. niedermeyer Amy Hoy
Matches Concern & critique
“about to engage in self-harm (watch the entire Elon Musk Economist interview)” evidence ↗
e.w. niedermeyer: about to engage in self-harm (watch the entire Elon Musk Economist interview)
e.w. niedermeyer: you can tell Musk is a terrible prognosticator about technology and the future because he says utterly meaningless things like "AI will exceed all human intelligence" what does that mean? what is "…
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