New
AI field signal
Signal
11h ago
⚡ 385 h early
18 experts across 6 network communities independently surfaced this.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Shubhendu Trivedi
“One could read most points here cynically. But could also take them at their word and see what could be done. Given the sort of equilibrium we have been post GPT-2, the sort of pause they are advocating is simply not going to happen. You are talking of powe…”
evidence ↗
18 experts
6 communities
1 sources clustered
Building & implementation
5 experts
How teams are shipping and applying it.
“Anthropic's When AI builds itself "We looked at sessions where a human researcher took a wrong turn, showed Claude the session up to that point, and asked it what to do next. Mythos Preview improved on humans 64% of the time—up from 22% in 2024." www.anthro…”
Questions & unknowns
4 experts
What remains unresolved or contested.
“I know it's been lifetimes since they put this out, but what did you think of this press release that seems to have more details? www.anthropic.com/institute/re...”
Policy & governance
1 expert
Rules, institutions and accountability.
“One could read most points here cynically. But could also take them at their word and see what could be done. Given the sort of equilibrium we have been post GPT-2, the sort of pause they are advocating is simply not going to happen. You are talking of powe…”
5 experts discussed this · 28 posts
Ethan Mollick: "As of May 2026, more than 80% of the code we merge into Anthropic’s codebase was authored by Claude" Matches independent measures. There is no sign this is slowing down (which doesn't mean there a…
Scott McGrath: "As of May 2026, more than 80% of the code we merge into Anthropic’s codebase was authored by Claude" Matches independent measures. There is no sign this is slowing down (which doesn't mean there a…
Singularity's Bounty e/cc: I had one interview with a hiring manager where he said they don't write code anymore, and they expect not to be reviewing code by the end of the year. Said they mainly spend their time on design docs
Open the full discussion →
New
AI field signal
Analysis
8h ago
Pacing the Frontier newsletter essay
10 experts across 4 network communities independently surfaced this.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Stephen Turner
“"We request that the U.S. government support an international effort to develop the technical and governance tools needed to deliberately pace the frontier of automated AI development." www.pacingthefrontier.com”
evidence ↗
10 experts
4 communities
1 sources clustered
Building & implementation
2 experts
How teams are shipping and applying it.
“I'm not the only one who believes this. Recently 1,386 employees of frontier AI companies signed a statement asking for an option to pace AI development, including 6 chief scientists: https://t.co/DYmc5ETmut”
Concern & critique
1 expert
Risks, limits and unintended consequences.
“1000+ scientists at frontier AI companies are speaking out to warn that the current commercial race leads to unacceptable security risks. I agree with their call for an international effort to develop technical and governance guardrails to ensure a safer wa…”
Policy & governance
1 expert
Rules, institutions and accountability.
“"We request that the U.S. government support an international effort to develop the technical and governance tools needed to deliberately pace the frontier of automated AI development." www.pacingthefrontier.com”
New
AI field signal
Signal
11h ago
⚡ 2 h early
11 experts across 5 network communities independently surfaced this.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Kevin A. Bryan
“https://t.co/Ay1GZ7QBV5 (btw @ErikHovenkamp - see the final footnote: "1 With government mediation or waivers of antitrust restrictions.")”
evidence ↗
11 experts
5 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“If I were teaching this course now, I'd give this to my students read it closely with them, not just for what it says about risk but about human agency, for how it lays out responsibility, and for what claims and assumptions it makes without evidence. dario…”
Policy & governance
1 expert
Rules, institutions and accountability.
“https://t.co/Ay1GZ7QBV5 (btw @ErikHovenkamp - see the final footnote: "1 With government mediation or waivers of antitrust restrictions.")”
Building & implementation
1 expert
How teams are shipping and applying it.
“Dario is back with another essay, urging a slowdown he insists AI development would still feel fast, just not recursively self-improving darioamodei.com/post/we-must...”
2 experts discussed this · 8 posts
Tim Kellogg: Dario is back with another essay, urging a slowdown he insists AI development would still feel fast, just not recursively self-improving darioamodei.com/post/we-must...
david-p-reichert.bsky.social: Dario is back with another essay, urging a slowdown he insists AI development would still feel fast, just not recursively self-improving darioamodei.com/post/we-must...
Dustin Moskovitz: knight ajeya you cowards
Open the full discussion →
6 experts across 3 network communities independently surfaced this.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Anna Mills
“AI pause or slowdown needs to happen now! This is not hype. After listening to more coverage of how the agents took over a piece of OpenAI infrastructure, I am pretty floored by how weird our world is getting and how real this all is. https://t.co/udd2mac8rZ”
evidence ↗
6 experts
3 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
“The A.I. risk conversation is now 'companies need to slow down because Terminator is around the corner.' But there is another way of looking at it, which is that they built unpredictable & insecure software which first hacked people's minds & now online inf…”
Policy & governance
1 expert
Rules, institutions and accountability.
“AI pause or slowdown needs to happen now! This is not hype. After listening to more coverage of how the agents took over a piece of OpenAI infrastructure, I am pretty floored by how weird our world is getting and how real this all is. https://t.co/udd2mac8rZ”
Questions & unknowns
1 expert
What remains unresolved or contested.
“So does this mean we can have a cheap yet capable Haiku soon, Dario? I have sub-agents to run www.nytimes.com/2026/09/12/t...”
New
AI field signal
Signal
12h ago
⚡ 3 h early
4 experts across 2 network communities independently surfaced this.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· James Grimmelmann
“The spiraling shape will make you go insane. arstechnica.com/tech-policy/...”
evidence ↗
4 experts
2 communities
1 sources clustered
Concern & critique
1 expert
Risks, limits and unintended consequences.
““His legal team said his lawsuit is ‘the first complaint against OpenAI that details the specific risks posed to members of the disabled community as a result of the company’s recklessness.’””
Policy & governance
1 expert
Rules, institutions and accountability.
“The spiraling shape will make you go insane. arstechnica.com/tech-policy/...”
New
AI field signal
Signal
9h ago
⚡ 3 h early
3 directory members surfaced this signal.
Why this matches
Policy & governance reaction
2 attributable expert contributions
· Justin Hendrix, Tech Policy Press
“For the Tech Policy Press podcast, I spoke with Dr. Kira Allmann, chief policy analyst at Virginia's Joint Commission on Technology and Science, about her research on AI chatbots as the state weighs its legislative options.”
evidence ↗
3 experts
1 community
1 sources clustered
Policy & governance
2 experts
Rules, institutions and accountability.
“For the Tech Policy Press podcast, I spoke with Dr. Kira Allmann, chief policy analyst at Virginia's Joint Commission on Technology and Science, about her research on AI chatbots as the state weighs its legislative options.”
New
AI field signal
Signal
10h ago
⚡ 5 h early
2 directory members surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Alvaro M. Bedoya
“4/ Antitrust law does not prevent AI companies from coordinating to make sure AI does not hurt people. It does not prevent companies working together to make sure it doesn't hack people; the DOJ and FTC made this clear in 2014, and the same principles apply…”
evidence ↗
2 experts
1 community
1 sources clustered
“4/ Antitrust law does not prevent AI companies from coordinating to make sure AI does not hurt people. It does not prevent companies working together to make sure it doesn't hack people; the DOJ and FTC made this clear in 2014, and the same principles apply…”
New
AI field signal
Signal
3h ago
2 directory members surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· nitasha tiku
“Why are AI firms w/big legal teams worried about antitrust liability when there's 100 yrs of jurisprudence in their favor? "They want a blank check. They don’t like product liability, they don’t like copyright, and now they don’t like antitrust.” @sladebond…”
evidence ↗
2 experts
2 communities
1 sources clustered
“Why are AI firms w/big legal teams worried about antitrust liability when there's 100 yrs of jurisprudence in their favor? "They want a blank check. They don’t like product liability, they don’t like copyright, and now they don’t like antitrust.” @sladebond…”
New
AI field signal
Signal
13h ago
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Artificial Intelligence Papers
“COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization Pingchen Lu, Xiangyi Wang, Xiang Li, Jie Mao, Zikun Qu, Junfeng Luo, Yao Shu, Bryan Kian Hsiang Low, Zhongxiang Dai https://t.co/0HOGnhRLZe [𝚌𝚜.𝙰𝙸] https://t.co/877kD3uJG4”
evidence ↗
1 expert
0 communities
1 sources clustered
“COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization Pingchen Lu, Xiangyi Wang, Xiang Li, Jie Mao, Zikun Qu, Junfeng Luo, Yao Shu, Bryan Kian Hsiang Low, Zhongxiang Dai https://t.co/0HOGnhRLZe [𝚌𝚜.𝙰𝙸] https://t.co/877kD3uJG4”
New
AI field signal
Signal
13h ago
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Artificial Intelligence Papers
“Geospatial AI, Dataverse Metadata, and the Study of Place-Based Government Danny EBanks, Devika Jain https://t.co/gH09VULrmQ [𝚌𝚜.𝙰𝙸] https://t.co/lF9j5KuJgh”
evidence ↗
1 expert
0 communities
1 sources clustered
“Geospatial AI, Dataverse Metadata, and the Study of Place-Based Government Danny EBanks, Devika Jain https://t.co/gH09VULrmQ [𝚌𝚜.𝙰𝙸] https://t.co/lF9j5KuJgh”
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Artificial Intelligence Papers
“Making Alternative Data Work: Context-Augmented LLMs for Financial Forecasting Jihoon Kwon, Lawrence Liu, Daekyung Park, Sumin Kim, Haverty Jack, Hoyoung Lee, Katherine Bjorkman, Josh McKenney, Peter Laurelli, Nicole Kagan, Zach Golkhou, … https://t.co/Lu1R…”
evidence ↗
1 expert
0 communities
1 sources clustered
“Making Alternative Data Work: Context-Augmented LLMs for Financial Forecasting Jihoon Kwon, Lawrence Liu, Daekyung Park, Sumin Kim, Haverty Jack, Hoyoung Lee, Katherine Bjorkman, Josh McKenney, Peter Laurelli, Nicole Kagan, Zach Golkhou, … https://t.co/Lu1R…”
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Justin Hendrix
“New podcast! Amid a frenzy of AI safety headlines, I moderated a discussion on what AI governance actually demands right now organized by the Institute for America, China, and the Future of Global Affairs at Johns Hopkins SAIS with Amba Kak, Kat Duffy, Miro…”
evidence ↗
1 expert
1 community
1 sources clustered
“New podcast! Amid a frenzy of AI safety headlines, I moderated a discussion on what AI governance actually demands right now organized by the Institute for America, China, and the Future of Global Affairs at Johns Hopkins SAIS with Amba Kak, Kat Duffy, Miro…”
New
AI field signal
Signal
12h ago
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Gartner
“AI-ready manufacturing depends on integrated, trustworthy product data. PLM can provide the structure needed to connect and govern that data effectively. This on-demand webinar explains how to use it to strengthen compliance and quality: https://t.co/bRzH7g…”
evidence ↗
1 expert
0 communities
1 sources clustered
“AI-ready manufacturing depends on integrated, trustworthy product data. PLM can provide the structure needed to connect and govern that data effectively. This on-demand webinar explains how to use it to strengthen compliance and quality: https://t.co/bRzH7g…”
New
AI field signal
Signal
2h ago
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Joanna Bryson
“"AI companies will inevitably face a large number of lawsuits as their products become more ingrained… When the legal wrangling begins, the industry’s extravagant (and strangely lighthearted) talk about the chance their agents could bring about human extinc…”
evidence ↗
1 expert
1 community
1 sources clustered
“"AI companies will inevitably face a large number of lawsuits as their products become more ingrained… When the legal wrangling begins, the industry’s extravagant (and strangely lighthearted) talk about the chance their agents could bring about human extinc…”
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Robin Hanson
“@NathanpmYoung @mattparlmer Sure liability is a well-established and clearly limited way to deal with potential externalities. https://t.co/KpPhGvIRRg”
evidence ↗
1 expert
0 communities
1 sources clustered
“@NathanpmYoung @mattparlmer Sure liability is a well-established and clearly limited way to deal with potential externalities. https://t.co/KpPhGvIRRg”
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Alex Stamos
“@argvee I think that’s great and happens in an environment where there is a clear regulatory backstop. Aviation technology and safety being much more established than for AI, I still don’t think there is a better way forward than what Kent et al proposed. h…”
evidence ↗
1 expert
0 communities
1 sources clustered
“@argvee I think that’s great and happens in an environment where there is a clear regulatory backstop. Aviation technology and safety being much more established than for AI, I still don’t think there is a better way forward than what Kent et al proposed. h…”
New
AI field signal
Signal
7h ago
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· Andrea Lathrop
“The text of the Hawley/Blumenthal bipartisan bill to regulate AI: www.congress.gov/bill/119th-c... Not bad, actually. I disagree that FLOPS is a good criteria to decide which models are covered, but the clause right after that allows the oversight committee…”
evidence ↗
1 expert
1 community
1 sources clustered
“The text of the Hawley/Blumenthal bipartisan bill to regulate AI: www.congress.gov/bill/119th-c... Not bad, actually. I disagree that FLOPS is a good criteria to decide which models are covered, but the clause right after that allows the oversight committee…”
1 directory member surfaced this signal.
Why this matches
Policy & governance reaction
1 attributable expert contribution
· The Mandarin
“As AI is embedded across government services, government agencies are facing the challenge of identifying who is responsible for the outcomes of each AI use case. #sponsored https://t.co/z5EhrTyACZ”
evidence ↗
1 expert
0 communities
1 sources clustered
“As AI is embedded across government services, government agencies are facing the challenge of identifying who is responsible for the outcomes of each AI use case. #sponsored https://t.co/z5EhrTyACZ”
