“Values Layer” is just an aristocracy by another name.
AGI
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We’re All Cooked: AGI Existential Risk May Be Blessing
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we're all cooked, and that may be a blessing in disguise
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AI 2027 Scenario: From Basic Agents to Superintelligence
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From Agent-1 to Superintelligence: The AI 2027 Scenario The AI 2027 Report outlines one of the most thought-provoking trajectories for artificial intelligence: a rapid evolution from simple assistants (Agent-1) to autonomous, adversarially misaligned systems (Agent-4) and
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General Agentic Memory Via Deep Research Study
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General Agentic Memory Via Deep Research Yan et al.: https://
arxiv.org/abs/2511.18423 #ArtificialIntelligence #DeepLearning #MachineLearning -
Ilya Sutskever Plans Near-Term AI Releases Over Super Intelligence
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I can't believe I haven't seen the most obvious take from the @dwarkesh_sp interview with @ilyasut – Ilya will ship something soon, instead of waiting for super intelligence. Direct quote below & couple of other clips hinting to that.
— Peter Gostev (@petergostev) 27 novembre 2025
Ilya: "One of the ways in which I’ve changed… pic.twitter.com/JaSNFu15DyI can't believe I haven't seen the most obvious take from the @dwarkesh_sp interview with @ilyasut – Ilya will ship something soon, instead of waiting for super intelligence. Direct quote below & couple of other clips hinting to that. Ilya: "One of the ways in which I’ve changed
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Context Is All You Need for AI Understanding and Helpfulness
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Context is all you need. AI is going to understand you pretty deeply and be a lot more helpful as a result of it.
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Self-Critique in Agentic AI: Benefits and Risks Explained
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Self-critique is a core pattern in agentic AI — but it turns out to be dangerous in the wrong place.
New blog from @ArminPCM show: Self-critique helps when models are failing It destroys accuracy when models are already right
This has big implications for RLAIF, RLFT, and -
Tech Giants Hedge AI Bets Despite Confident Public Statements
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i dont think this is rational. jensen and google can truly believe it and yet hedge their future for the possibility that they're wrong (which happens all the time)
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Using Claude skill for consistent AI outputs
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i use it as a claude skill (part of my new skills pack), it has insane amount of negative prompts/details that basically helps me get consistent outputs. it is scalable easily in even development workflows, giving reliable outputs as opposed to natural language that fails
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LLMs Cannot Lead to AGI: Seven Years of Warnings
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This place is toxic. For the last seven years I warned you that LLMs and similar approaches would not lead us to AGI. Almost nobody is willing to acknowledge that, even though so many of you gave me endless grief about it at the time. I also warned you -– first –- that Sam