Looped language model training cannot control hidden-state norm growth because RMSNorm normalizes scale away before the loss sees it. A paper posted today on arXiv identifies this readout blind spot, ...
𝗧𝘄𝗼 𝗣𝗼𝗶𝗻𝘁𝗲𝗿𝘀 𝗔𝗿𝗲𝗻’𝘁 𝗔 𝗧𝗿𝗶𝗰𝗸. 𝗧𝗵𝗲𝘆’𝗿𝗲 𝗔 𝗪𝗮𝘆 𝗢𝗳 ...
A loop that knows when not to patch is more useful than one that always produces a diff. The loop has merged about 16 PRs so far. It handles small tasks like UTF-8 handling and command fixes. It does ...
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