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FTPO: A Training-Level Solution to AI Repetition Loops

Jul 9, 2026·4 min

FTPO: A Training-Level Solution to AI Repetition Loops

FTPO (Final Token Preference Optimization) tackles AI "Doom Loops" at the training level rather than patching them at inference time — exploring its principles, value for small/quantized models, and open challenges.