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Dead Weights, Live Signals: When Frozen Models Start Talking

A model is usually treated like a finished machine. You send text in, get text out, and pretend the interesting part happens somewhere behind a curtain. If the answer is weak, the industry has a familiar menu: prompt harder, fine-tune, route to a bigger model, or pay the tax of yet another orchestration layer. Very elegant, in the way a pile of adapters behind a monitor is elegant. ...

April 12, 2026 · 17 min · Zelina