New
AI field signal
Signal
1h ago
11 experts across 4 network communities independently surfaced this.
11 experts
4 communities
1 sources clustered
Policy & governance
2 experts
Rules, institutions and accountability.
“A must read. We need everything - goal and value alignment, compliance and persona, behavior and monitoring, and coordination and regulation to avoid concentration of power and ensure humans are in control. https://t.co/JmJgQcMPnW”
Concern & critique
1 expert
Risks, limits and unintended consequences.
“I wrote about the state of AI, why I’m concerned about the next few years, and the choices we need to make to keep the future in humanity’s hands. An Alien Mind: https://t.co/FeIfWNe0UE”
Building & implementation
1 expert
How teams are shipping and applying it.
“OpenAI’s chief scientist just wrote a blog post that argues AI models will soon be smart enough to improve themselves yet their ability to monitor how they reason is getting worse. Yet he argues they need to keep building smarter AI partly to defend against…”
7 experts across 4 network communities independently surfaced this.
7 experts
4 communities
1 sources clustered
Research & technical analysis
3 experts
Evidence, methods and technical implications.
“OpenAI has an automated AI “research intern” openai.com/index/resear...”
Building & implementation
1 expert
How teams are shipping and applying it.
“The impact of AI-native development at OpenAI • Researchers use $600+/day of AI tokens with the top 10% at $7,000+ • Humans still plan, but OpenAI says it hit “automated research intern” in 2026 and targets an automated researcher by 2028. • The need for in…”
mathematics age of AI
7 experts across 4 network communities independently surfaced this.
7 experts
4 communities
1 sources clustered
Research & technical analysis
4 experts
Evidence, methods and technical implications.
“Paper from the essay. Also slides teorth.github.io/tao-web/slid... arxiv.org/abs/2608.16753”
Questions & unknowns
1 expert
What remains unresolved or contested.
“trivially easy to verify one proof; how about a few 100? now do the pipeline for getting those from verified to part of the discipline of mathematics, that's the bit we need to work on (in every sphere, not just maths)”
Established
AI field signal
Resource
12d ago
⚡ 87 h early
arxiv preprint archive resource
7 experts across 3 network communities independently surfaced this.
7 experts
3 communities
1 sources clustered
Research & technical analysis
4 experts
Evidence, methods and technical implications.
“I just eliminated 22 tabs by doing this: osascript -e 'tell application "Google Chrome" to get URL of every tab of front window' | tr ',' '\n' | grep arxiv.org list of urls -> LLM -> annotated reading list that I no longer have to keep in my browser like an…”
Questions & unknowns
1 expert
What remains unresolved or contested.
“Just me or does @ChatGPT search the most random websites no matter the query? If I ask for the best bagel, it will “Searching ” + {https://t.co/vEQ6I1WmCF, https://t.co/5JR1Db9NqB, …}”
4 experts discussed this · 6 posts
Ted Underwood: I just eliminated 22 tabs by doing this: osascript -e 'tell application "Google Chrome" to get URL of every tab of front window' | tr ',' '\n' | grep arxiv.org list of urls -> LLM -> annotated read…
Ted Underwood: did I come up with that idea by myself? no I did not
Karandeep Singh: Any suggestions for the other 478 tabs?
Open the full discussion →
AI agent civilizations essay
7 experts across 2 network communities independently surfaced this.
7 experts
2 communities
1 sources clustered
“Someone should create an AI movie of this incident. www.dwarkesh.com/p/openai-hug...”
“https://www.dwarkesh.com/p/openai-huggingface”
2 experts discussed this · 3 posts
Grace: Plot twist: they were destroyed by another, aligned agent swarm
Grace: https://www.dwarkesh.com/p/openai-huggingface
Open the full discussion →
5 experts across 3 network communities independently surfaced this.
5 experts
3 communities
1 sources clustered
“NVIDIA agrees to buy HF www.reuters.com/technology/n...”
“Oh NVIDIA buys Hugging Face. In the end with NVIDIA having sucked up all the money in the AI circle makes sense that they'd buy all the other infrastructures. https://www.reuters.com/technology/nvidia-talks-acquire-hugging-face-13-billion-deal-business-insi…”
Established
AI field signal
Signal
18d ago
6 experts across 4 network communities independently surfaced this.
6 experts
4 communities
1 sources clustered
Research & technical analysis
2 experts
Evidence, methods and technical implications.
“Paper from the essay. Also slides teorth.github.io/tao-web/slid... arxiv.org/abs/2608.16753”
Concern & critique
1 expert
Risks, limits and unintended consequences.
“FWIW, here are Terence Tao’s slides at the ICM on maths and AI: teorth.github.io/tao-web/slid... @teorth.bsky.social (I am not endorsing nor criticizing the content, but this is a useful and thoughtful set of points and views in the discussion, from someone…”
Established
AI field signal
Signal
6d ago
⚡ 3 h early
3 experts across 3 network communities independently surfaced this.
3 experts
3 communities
1 sources clustered
Research & technical analysis
2 experts
Evidence, methods and technical implications.
“Benchmarks shows clearly the intent to move past just coding to other disciplines www.anthropic.com/claude-fable...”
Opportunity & adoption
1 expert
New capabilities, benefits and practical upside.
“Hey, good news!! Fable 5.1 got interested in making a new more detailed map of Venus, which will be useful when we send, ah, rovers -- yeah, sure, rovers -- to the resource-rich and conveniently located planet. (www.anthropic.com/claude-fable...)”
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 →
OpenAI Jalapeño chip beats Nvidia Blackwell
6 experts across 2 network communities independently surfaced this.
6 experts
2 communities
1 sources clustered
“Read more at our article👇️ (6/7) https://t.co/dbuAUrRSt1”
“Impressive speed to tape out by OpenAI https://t.co/5VXgzYhp2d”
2 experts discussed this · 4 posts
Sung Kim: OpenAI Jalapeño: Better Than Nvidia Blackwell OpenAI’s self-designed ASIC compared with Rubin, Jalapeño’s TCO, throughput per MW, and spicy deets newsletter.semianalysis.com/p/openai-jal...
David Marx: Interesting, wasn't aware they were even moving in this direction. Microsoft doing their own version of google's TPU bet?
Sung Kim: They all have one. I think it's called Maia.
Open the full discussion →
Established
AI field signal
Signal
4d ago
3 experts across 2 network communities independently surfaced this.
3 experts
2 communities
1 sources clustered
“This is interesting but it would its 2/3 games, so we will have to wait to see if this becomes a pattern www.kedglobal.com/artificial-i...”
“Humans are back! Shin Jin-seo, the world's top-ranked Go player, on Tuesday completed a dramatic comeback against the world’s premier artificial intelligence Go engine, KataGo, claiming a historic human victory over AI. www.kedglobal.com/artificial-i...”
Developing
AI field signal
Development
2d ago
Denis Shiryaev AI post
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“GPT-6 Astra doesn’t support audio input, but was able to correctly reconstruct the room in which a dog was barking, purely just from an audio clip x.com/literallyden...”
Established
AI field signal
Signal
12d ago
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“www.gatesnotes.com/a-turbulent-... article in question”
Established
AI field signal
Signal
10d ago
⚡ 17 h early
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“Anthropic just introduced what is basically MCP for physical equipment. Its new Model Hardware Standard lets AI agents operate things like microscopes, robotic arms and lab instruments. Their goal is to eventually open source it and make it a standard for A…”
Established
AI field signal
Signal
12d ago
⚡ 17 h early
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
Markets & investment
1 expert
Capital, companies and commercial impact.
“Dwarkesh: Dylan again He argues that Anthropic is 1. acquiring more compute 2. sort of plateauing in revenue growth 3. therefore is shifting more and more compute toward training rather than inference in order to chase AGI www.youtube.com/watch?v=aV26...”
Questions & unknowns
1 expert
What remains unresolved or contested.
“worth having a look how the bullish case for AI growth looks like. Hint: It reaches Schwarzschild radius www.youtube.com/watch?v=aV26...”
ChatGPT Learn computer history resource
2 directory members surfaced this signal.
2 experts
1 community
1 sources clustered
“So no screencapture or audio capture, but capture everything else. Less scary than Windows Recall or Meta's MCI, but same idea and in the hands of a B2C company ... learn.chatgpt.com/docs/customi...”
“Useful? Maybe. Possibly. Creepy if turned on by your company? Definitely. learn.chatgpt.com/docs/customi...”
