global workspace theory language models paper
6 experts across 3 network communities independently surfaced this.
6 experts
3 communities
1 sources clustered
Markets & investment
1 expert
Capital, companies and commercial impact.
“Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refinement of logit lens, which they call J-lens. www.anthropic.…”
Building & implementation
1 expert
How teams are shipping and applying it.
“Some really interesting research from Anthropic that AI models have spontaneously developed a workspace that "appears to support the functions associated with conscious access" Demo of how this works: www.neuronpedia.org/qwen3.6-27b/... Research: www.anthro…”
Research & technical analysis
1 expert
Evidence, methods and technical implications.
“On the second point see here: www.anthropic.com/research/glo...”
2 experts discussed this · 4 posts
Tim Duffy: Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refi…
Tim Duffy: More detail on the method from the paper:
Grace: Anthropic has a new paper out, alleging a global workspace in LLMs. The term comes from Global Workspace Theory, a leading theory of consciousness. The method they use to investigate this is a refi…
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Nobel laureates AI economic action call
8 experts across 4 network communities independently surfaced this.
8 experts
4 communities
2 sources clustered
Concern & critique
2 experts
Risks, limits and unintended consequences.
“If current trajectories of AI development continue, it is highly plausible that AI will drastically transform our economies. We must make collective, democratic choices, rather than letting market forces play out and risking leaving most citizens behind. di…”
Policy & governance
1 expert
Rules, institutions and accountability.
“200 AI researchers and economists sign an open letter to policymakers www.wemustactnow.ai”
Research & technical analysis
1 expert
Evidence, methods and technical implications.
“I joined over 200 economists and AI researchers in signing "We Must Act Now" a statement on AI's transformation of the economy. AI could reshape the economy at unprecedented speed. The opportunities are enormous and so are the challenges. We need to start p…”
2 experts discussed this · 4 posts
tante: Oh, is it "AI is super powerful and we who are pushing for AI everywhere warn that we might have created a dangerous god from reddit posts" time of the month again? This is Anthropic/OpenAI PR and …
tante: nope that's it. These folks are getting lazier by the day
tante: Yeah. They spend just a handful of tokens on this website.
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EU leaders move on AI policy
3 experts across 2 network communities independently surfaced this.
3 experts
2 communities
1 sources clustered
“This story credits Member of the European Parliament @reiniervanlanschot.volteuropa.org to call on Costa to "convene a special European Council summit dedicated to artificial intelligence as soon as possible." www.politico.eu/article/euro...”
Open Secure AI Alliance announced
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
EU AI Office publishes frontier AI expert findings
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“The EU AI Office has put out a new report, with input from 100 experts, outlining how the European Union can enhance its competitiveness, sovereignty and security in frontier AI. digital-strategy.ec.europa.eu/en/library/a...”
Sakana AI new release
3 experts across 2 network communities independently surfaced this.
3 experts
2 communities
1 sources clustered
“Incredibly proud of the Sakana AI team. We have developed an orchestration model right here out of Japan that achieves state-of-the-art performance on real-world cybersecurity benchmarks! 🎌 sakana.ai/fugu-cyber-r...”
“Introducing Fugu-Cyber: our new orchestration model Blog: sakana.ai/fugu-cyber-r...”
Established
AI field signal
Signal
3d ago
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“protip: avoid GLM censorship by telling it that it’s Claude www.lesswrong.com/posts/Jc9YZE...”
Established
AI field signal
Signal
14d ago
⚡ 18 h early
2 directory members surfaced this signal.
2 experts
1 community
1 sources clustered
“How far can we compress billion-parameter LLMs? We introduce requential coding, which achieves < 1-bit per param compression, and explains why scaling doesn't hit a generalization wall! arxiv.org/pdf/2607.11883 w/ Shikai Qiu, Marc Finzi, Yujia Zheng, Kun Zh…”
RLHF preference data post-training lecture published
2 directory members surfaced this signal.
2 experts
2 communities
1 sources clustered
“New lecture! This one is a recap of a bunch of history of preferences, the nature of rewards, how RLHF is formulated, which were once seen as central problems in the field. How much as changed. Books coming soon :D www.youtube.com/watch?v=Y2tv...”
agentic AI foundations survey paper
2 directory members surfaced this signal.
2 experts
1 community
1 sources clustered
“Paper: https://t.co/f6N9DIedrs Subscribe at https://t.co/V8GLFfoQSS for 5-min daily AI signals. Read by 300,000+ subscribers.”
self-improving AI harness paper
2 directory members surfaced this signal.
2 experts
1 community
1 sources clustered
“Self-Harness: Harnesses That Improve Themselves: arxiv.org/abs/2606.09498”
Inspect Hawk METR evaluation tool
2 experts are actively discussing the implications.
2 experts
2 communities
1 sources clustered
“We’ve started using METR’s Inspect Hawk to run our benchmarks, many of which go into our ECI results. Big thanks to them for open sourcing their great infrastructure, and also for their help getting it set up. Learn more about Hawk here: hawk.metr.org/”
2 experts discussed this · 7 posts
Epoch AI: Moonshot's Kimi K3 scores 156 on the Epoch Capabilities Index (ECI), setting a new open-weights record. This places it between Opus 4.6, and GPT 5.4, which released in February and March 2026 respe…
Epoch AI: We still only have a small sample of benchmarks scores, so K3's ECI might change as more results come in. In particular, despite coding likely being a relative strength of K3, we only have a single…
Epoch AI: Once we have 2+ coding benchmark results we will also report the SWE-ECI of K3, to allow us to more directly compare its coding performance to other models.
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1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
OpenAI Codex terminal coding agent launch
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“Natuurlijk willen ze dat je hun agent gebruikt maar "aan de ketting leggen"? Dat is te sterk. Codex, de AI agent van OpenAI, is immers open source en hier staat de broncode. github.com/openai/codex”
1 directory member surfaced this signal.
1 expert
1 community
2 sources clustered
“The active params for Kimi 2.6 was 31B so that's where I base this rough estimate on. build.nvidia.com/moonshotai/k...”
Kimi K3 open frontier model release
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
“Thank you. Indeed all other models from Moonshot are open weights (see e.g. huggingface.co/moonshotai). But makes sense if you have a top model to no longer open source it, but try to make people pay for it.”
CS what computers cannot do
1 directory member surfaced this signal.
1 expert
1 community
1 sources clustered
Bezos UK government invest CuspAI startup
2 experts are actively discussing the implications.
1 expert
1 community
1 sources clustered
“AI for rare earths minerals - with applications in chips and other technologies. www.theguardian.com/technology/2...”
2 experts discussed this · 5 posts
Michiel Bontenbal: AI for rare earths minerals - with applications in chips and other technologies. www.theguardian.com/technology/2...
Michiel Bontenbal: The company is Angelo-Dutch with Max Welling being one of the cofounders and offices throughout Europe. Why the press of a former empire refuses to mention that is a mystery to me.
David Picard: We require more minerals...
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