Claude is great at pointing out gpt 5.5 mistakes LOL
LLMS
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Technical updates to AI model evaluation harness
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apparently there's been a lot of bug fixes in the harness but the underlying model has not changed. so a bit of both users + software (but the model is the same)
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holaOS Beta 0.1: Persistent AI Workspaces
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Tired of AI amnesia?
— Charly Wargnier (@DataChaz) 12 mai 2026
holaOS Beta 0.1 just dropped 💥
By replacing one-off sessions with persistent living workspaces, it ensures your context, rules, and history are always preserved.
Plus, it features Sub Agents to execute tasks and a Dashboard to oversee everything 👀 ↓ https://t.co/LabSi2jkdnTired of AI amnesia? holaOS Beta 0.1 just dropped By replacing one-off sessions with persistent living workspaces, it ensures your context, rules, and history are always preserved. Plus, it features Sub Agents to execute tasks and a Dashboard to oversee everything ↓
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User evaluation of Opus 4.7 model performance
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vibe check: Opus 4.7 feels like it's gotten a lot better recently. Both at coding and writing / strategy / deep thinking tasks a few people inside of @every have noticed independently. give it a shot if you haven't in the last few weeks!
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Debating Geoffrey Hinton’s Perspective on LLM Memorization Processes
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this quote does not mean the same thing. Hinton is trying to saddle me with saying the memorization is the only operative process and I never said that and don’t say it in this quote. there is not “that is all” here putting together bits of text is not the same pure
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Silent removal of ChatGPT Study Mode criticized for harming learning
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The silent removal of Study Mode from ChatGPT is a big mistake (both Claude and Gemini still have theirs) We have enough evidence that using AI in assistant mode to study can hurt learning because it just gives you answers, making students think they learned when they have not.
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Understanding GBrain: A Self-Wiring Knowledge System for AI Agents
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What actually is GBrain? (Y Combinator CEO's personal agent brain) Every agent memory tool you've seen solves a simple problem: store facts, retrieve facts. GBrain solves a different one. It gives your agent a knowledge system that wires itself, enriches itself, and compounds
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Technical Analysis of Attention Drift in Speculative Decoding Models
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“Attention Drift: What Autoregressive Speculative Decoding Models Learn” Speculative decoding makes LLM inference faster, but drafters break under small template changes and long context. But why? This paper shows that as the drafter predicts more tokens, its attention drifts
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Improving LLM Embedding Representations via Mean-Pooling of Generated Tokens
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“The Truth Lies Somewhere in the Middle of the Generated Tokens” LLMs don’t store the meaning of a prompt in one hidden state. As they generate, the meaning gets spread across many token embeddings. So this paper propose a mean-pool over generated token embeddings instead of
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Opus 4.7 2.5x speed at 6x cost surprises user
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i thought this was a joke. Opus 4.7 2.5x speed at 6x cost. what