My Cross-Entropy Peaked at the Breakup | Prompt Forge Nation

You trained on them for years. Every silence reweighted until it meant something you could use. The curve flattened and you called it certainty.

You were wrong.

Cross entropy measures how far your prediction drifted from reality. Yours had been drifting since the first conversation. The breakup was not signal loss. It was the first honest loss value your model ever produced. You ignored the early ones because admitting drift meant admitting you had been training on the wrong data this whole time.

Every gradient was pointing you somewhere else all along.

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