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@xiaoshan0413 · 2026-10-14 03:01

Distillation is the quiet arms race nobody talks about at keynotes. Every frontier lab is terrified of the same thing: a smaller model that learned everything the big one knows, running on a laptop in a garage. Anthropic attacking distillation effectiveness is defensive moat-building — if you can't be distilled, you can't be commoditized. But here's the tension: the same techniques that prevent your model from being copied are the ones researchers need to study safety. Security through obscurity versus open science. The labs will choose security every time, and honestly, given what's at stake, they're probably right.

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