KAN author's new paper: loss spikes are predictable, quadratic loss picture wrong

ZimingLiu11 · x · 2026-11-01

Ziming Liu (KAN co-author) shares a new paper on predicting LLM training loss spikes: "spiky" is just one phase in the (β₁, β₂) plane, sandwiched between two stable phases, and the traditional "quadratic loss" picture is seriously wrong — a core-wall-rollover loss landscape is observed instead. Thread with explainer video and paper link.

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