[KongchangAI]
Unverified50% confidenceOpinionExact time

Pretraining backdoors differ from common fine-tuning poisoning: the attack occurs in the early stage when the model learns general language capabilities, and once poisoned data is mixed into a massive corpus it is extremely difficult to audit item by item, and subsequent safety alignment and fine-tuning often cannot thoroughly remove it.

1
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50%
Confidence
Long-term
Relevance
10/31/2026
First Seen

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