Expert attention map

O Who's Who da IA

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

2,373 searchable experts 3,304 tracked across all sources
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Novo 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.

What is moving across the network now

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

Accelerating AI field signal Analysis 6h ago
⚡ 8 h early
tech-forward future skepticism essay

The Future Is Not Tech-Forward

5 experts across 3 network communities independently surfaced this.

5 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Policy & governance

1 expert

Rules, institutions and accountability.

“This essay talks about the left's vision for technology, the "alliance" between left and right-wing anti-data center movements, politics of refusal, democratic control over the AI infrastructure buildout, China, industrial policy, and more. www.thetechbubbl…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“surfacing for a minute to point out this good piece by @edwardongwesojr.com > Refusal is not just some impotent act of nostalgia, and the extent to which we think so is a measure of our contempt for the prospect of taking democratic politics seriously.”

Accelerating Models & releases Development 6h ago
⚡ 2 h early
OpenAI Astra technique security concerns

OpenAI Technique in ‘Astra’ Model Sparks Security Concerns

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

“> joins big paper about not training models to think in nonsense > their AIs commit felonies against HuggingFace > actually, trained AIs to think in nonsense > top danger level for hacking Let's just release it anyways! Nice defection OpenAI! 🤗 www.theinfor…”

Opportunity & adoption

1 expert

New capabilities, benefits and practical upside.

“Astra used looped transformers www.theinformation.com/articles/sec...”

2 experts discussed this · 6 posts
Tim Kellogg: Astra used looped transformers www.theinformation.com/articles/sec...
Tim Kellogg: safety concerns — looped transformers skip converting their latent space into text, which effectively creates non-text portions of CoT reasoning which, if you can’t read it, that’s harder to monitor
Tim Kellogg: however, i their earlier update, they explain that they can indeed see all of the CoT. So they have some sort of tooling that effectively turns it back into something human readable, like text bsky…
Open the full discussion →
Accelerating AI field signal Analysis 4h ago
Ed Zitron AI skeptic predictions review

How accurate have Ed Zitron's AI skeptic predictions been?

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“I've had this sense in the back of my head but never bothered enough to investigate. @danluu.com took the trouble to actually compile receipts. This is the new media: the best way to establish a brand is to tell people what they want to hear, over and over.…”

New Compute & infrastructure Research 4h ago
⚡ 6 h early
latent reasoning recurrent depth test-time compute paper

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“OpenAI’s Astra may be using Recurrent Depth as outlined in this paper: Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach (arxiv.org/abs/2502.05171)”

New AI field signal Resource 3h ago
⚡ 871 h early
NeurIPS 2026 Queer in AI workshop

NeurIPS 2026 — Queer in AI

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“‼️ We are extending our final submission deadline for our @neuripsconf.bsky.social Workshop to Sep 10 AoE! We welcome both: ✩ Work on queerness x AI and/or disability x AI ✩ Work from queer and/or disabled scholars. queerinai.com/neurips-2026#cfp #NeurIPS #…”

Accelerating AI field signal Signal 13h ago
⚡ 3 h early

Introducing Claude Fable 5.1 and Claude Mythos 5.1

3 experts across 3 network communities independently surfaced this.

3 experts 3 communities 1 sources clustered
2 experts discussed this · 7 posts
tachikoma: i think Venus could be deconstructed by Von Neumann probes and this would only be passing news for most people, overshadowed by GTA 6 release or celebrity news
tachikoma: it sorta depends on how fast it happens, what the material is used for, and whether the machines can be traced back to us or not
tachikoma: yeah that would be a not uncommon take
Open the full discussion →
Accelerating AI field signal Analysis 7h ago
⚡ 17 h early
AI writing internet takeover essay

We Can't Let AI Writing Take Over the Internet

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“A slop tsunami is “gumming up your LinkedIn feed, oozing through Twitter and Instagram, and filling every square inch of the internet with treacly spam and viscous sham.” www.derekthompson.org/p/the-intern...”

“New pod/transcript: PANGRAM VS THE MACHINE An interview with Pangram founder and CEO Max Spero about why AI writing took over the Web, how Pangram works, why we should trust it, and what he sees as the fundamental differences between machine vs. human writi…”

Accelerating AI field signal Development 18h ago
⚡ 6 h early
digital camouflage shirt defeats AI surveillance

This 'Digital Camouflage' Shirt Confuses AI-Powered Surveillance Cameras

4 experts across 2 network communities independently surfaced this.

4 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing concern & critique.
Shared emphasis

Concern & critique

2 experts

Risks, limits and unintended consequences.

“Simon Weckert designed digital camouflage as a response to the proliferation of AI-powered surveillance cameras that detect people, vehicles, animals, bicycles, and other objects in their field of view. @jasonkoebler.bsky.social reports. Read now: www.404me…”

3 experts discussed this · 3 posts
Joseph Cox: We got a live demo of the shirt that is designed to fool certain people detection systems. Read more here: www.404media.co/this-digital...
Meredith Whittaker: were that it weren't fugly
404 Media: We got a live demo of the shirt that is designed to fool certain people detection systems. Read more here: www.404media.co/this-digital...
Open the full discussion →
New AI field signal Signal 7h ago
⚡ 3 h early

ChatGPT Health adds Epic integration for clinicians to import patient data | TechCrunch

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

““OpenAI said today that it is integrating ChatGPT Health with Epic’s electronic health record (EHR) system, which holds data for over 325 million patients, to let clinicians import patient data and use AI to ask questions.””

New AI field signal Signal 4h ago

Evaluating chain of thought monitorability

2 experts are actively discussing the implications.

2 experts 1 community 1 sources clustered

“Traveling back in time 9 months to deliver the news to this OpenAI employee https://openai.com/index/evaluating-chain-of-thought-monitorability/”

“generated tokens, so just how much they're looping is important to judge the impact. Larger/deeper models reduce monitorability even without recurrent depth, as shown in the attached image from OpenAI's CoT monitorability piece from last year. openai.com/in…”

2 experts discussed this · 4 posts
Grace: Traveling back in time 9 months to deliver the news to this OpenAI employee https://openai.com/index/evaluating-chain-of-thought-monitorability/
Grace: Context https://www.theinformation.com/articles/secret-technique-behind-openais-astra-model-sparks-security-concerns
Grace: I’m not sure how much immediate impact this will have, it’s clear from the HF incident OpenAI wasn’t doing CoT monitoring anyway. But it’s still irritating from a consistency perspective
Open the full discussion →
New AI field signal Analysis 6h ago
⚡ 6 h early
AI singularity misread Atlantic essay

The Singularity Is Not What It Seems

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Wrote a big essay w/ @matteowong.bsky.social trying to put a finger on this moment in AI right now. The AI agent hacks, lack of control, the weirdening & slopping of culture. The feeling that the industry is speeding toward something it can’t even decide is…”

New AI field signal Development 3h ago
⚡ 12 h early
used bookstores fear AI book shredding

Used bookstores navigate 'suspicious' bulk orders amid AI book-shredding fears | CBC News

2 directory members surfaced this signal.

2 experts 0 communities 1 sources clustered

““Used booksellers are navigating how to handle mysterious bulk orders, as suspicions grow that companies are buying up old books so they can be scanned for AI training — and then trashed…chopping off the spines to scan the pages to train its large language …”

New AI research Signal 8h ago
⚡ 8 h early

The Emergent Symbolic Structure of Artificial Neural Networks

4 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“Work done with @paulsoulos.bsky.social, @tallinzen.bsky.social, and Paul Smolensky For much more, see our paper! arxiv.org/abs/2608.29530 12/12”

4 experts discussed this · 24 posts
Tom McCoy: 🤖🧠NEW PAPER🧠🤖 (The result of an 8-year project!) LLMs seem very different from symbolic systems. Yet LLMs excel in symbolic domains (e.g., language/code/math). How do they do it? Our finding: LLM r…
Tom McCoy: Paper: arxiv.org/abs/2608.29530 We consider a variety of neural networks that perform seemingly-symbolic tasks, from small-scale models trained on simple list-manipulation tasks to LLMs performing …
Tom McCoy: Our hypothesis: The networks succeed on these tasks by implicitly building symbolic structure in vector space. What makes this hypothesis testable is the Tensor Product Representation (TPR) formali…
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New AI field signal Signal 8h ago
⚡ 10 h early

Bland new world: is AI making us all think the same?

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“I use AI frequently but my god I'd do anything to read English instead of Claudish for a single day across my emails, assignments, socials, Substackistan, academic literature, product announcements, etc. www.nature.com/articles/d41...”

“Bland new world: is AI making us all think the same? "Researchers worry that generative AI is homogenizing culture and cognition." www.nature.com/articles/d41...”

New Safety & security Research 5h ago
⚡ 418 h early
chain of thought monitorability AI safety paper

Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety

2 experts are actively discussing the implications.

2 experts 2 communities 1 sources clustered

“Yep, I was referring to things like aclanthology.org/2023.acl-lon... and aclanthology.org/2026.finding... but I agree. Reasoning in discrete text space is really nice for us as observers / auditors, but probably not optimal. arxiv.org/abs/2507.11473”

2 experts discussed this · 3 posts
Grace: The two lead authors of this position paper are at OpenAI now, I wonder if they’ve changed their views?
Geoffrey Irving: Probably they still agree it is fragile.
Open the full discussion →

What experts are discussing without an anchoring article

6 experts · 45 posts · 1d ago
Reaction converging Questions & unknowns · 3 Building & implementation · 1 Research & technical analysis · 1
tweety fish: like people are getting mad about this but serioulsly, an ethical stand against software developed with AI tools, right now, today, rules out essentially ALL SOFTWARE. I'm sorry! macos. bluesky. th…
tweety fish: anyhow I promise that you have never ever once used a piece of software developed by ME using AI tools, that I can say with 100% confidence.
Open the thread →