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arxiv.org/abs/2605.26099 Language Models Need Sleep "attention mechanism scales poorly with context length. To handle this, we study a sleep-like consolidation mechanism in which a model periodically converts recent context into persistent fast weights before clearing its key-…
I wrote about AI in academia. "PhD-level thinking", LLM bias, grunt work, alignment, AGI, data center water use, AI politics -- something for everyone.
A collaborative math project, started by Terence Tao, showed that mathematics could be conducted experimentally, and worked on by large groups of mathematicians at once. In doing so, it turned up something genuinely new.
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