global workspace theory language models paper
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“Also we do look in their heads and they seem intelligent. www.anthropic.com/research/glo...”
Markets & investment
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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
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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…”
2 experts discussed this · 25 posts
Ryan Moulton: Not non-physical, but non-functional. Despite the vast physical differences, we observe LLMs doing all the behaviors we typically believe require thinking.
Ryan Moulton: Not exactly turing-test, but in the same vein. If we see models solving the greatest intellectual challenges of humanity, using processes that look very much like internal monologue, either we have…
Ryan Moulton: And at the point that we exclude thinking as a prerequisite for solving all intellectual tasks, we've more or less eliminated its meaning entirely.
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15d ago
Pacing the Frontier newsletter essay
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Building & implementation
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“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
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“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
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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”
Anthropic distillation attack detection guide
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Concern & critique
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Risks, limits and unintended consequences.
“If you’re only bummed at anti-AI folks for opportunistically invoking IP-adjacent concerns as a proxy for AI policy priorities, I’m sorry to report you‘ve not reached the limits of your disappointment”
Research & technical analysis
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Evidence, methods and technical implications.
“Even if you don't trust Chinese models, you can extract their training through a process called distillation and transfer them to models you *do* trust: www.anthropic.com/news/detecti...”
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20d ago
⚡ 126 h early
Qwen3 27B GGUF model release
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14d ago
⚡ 9 h early
3 experts across 2 network communities independently surfaced this.
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“Deep learning relies on backprop, but the brain can't implement it exactly. How can physical systems solve multilayer credit assignment? We draw on distributed optimization and NeuroAI, where predictive coding uses local error dynamics, but credit signals s…”
OpenRSI responsible scaling index launch
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“OpenRSI Foundation & Benchmark, measuring how effective various models are at RSI index.openrsi.foundation/index.html”
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5d ago
AI adoption engineering scaling guide
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“Brought to you by: • Antithesis – get the free, early release version of the book "O’Reilly Early Release: Scaling AI Adoption in Engineering," complimentary, thanks to Antithesis. Download your copy here: pages.antithesis.com/oreilly-scal...”
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9h ago
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LLM metaphor scientific fabrication paper
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“Nettopp!! Her er den lange forklaringen min - akademsk skrevet, men med flere norske eksempler. link.springer.com/article/10.1...”
2 experts discussed this · 30 posts
Jill Walker Rettberg: My new article about LLMs is finally out in AI & Society! It argues that LLMs produce text metaphorically, through juxtaposing tokens that are related in some dimensions yet unrelated in others. Th…
Jill Walker Rettberg: Mikolov 2013's insight that the relationships between two words (vectors) can be analogous was a major advance towards generative AI. Queen is to King as Woman is to Man. I argue that this is what …
Jill Walker Rettberg: Here are Aristotle's analogical metaphors drawn the way an AI scientist might diagram them. Evening is to dawn as age is to youth -> Empedocles' metaphor "life's setting sun". But that metaphor doe…
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