Unverified50% confidenceEventExact time
In failure one observed in Synthadoc, the 'fixed' content the LLM returned for a page about the open-source movement had no structural similarity to the original text; the model rewrote a wiki page using its own pretrained knowledge.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
Related Entities
Related Claims
UnverifiedFixed the issue where sub-agents crashed directly upon encountering a model 404 on the first call; they will now fall back to the session's fallback model chain and return detailed error information.60% similarUnverifiedSynthadoc set a hard skip at six issues for the CLI provider path: pages with more than six structural issues are skipped for repair, while the API provider takes a separate code path with no such limit.58% similarUnverifiedWhen a tool schema changes but the corresponding instruction descriptions in the prompt are not updated in sync, the model may generate malformed tool call requests, leading to runtime exceptions.57% similarUnverifiedA feasible path to fixing brand hallucination is to find the source pages the model relies on and update them, because directly asking the model to correct itself usually cannot take lasting effect.57% similarUnverified训练于某时间截止点的LLM无法感知训练后发布的新框架版本、API变更或项目私有代码库56% similar
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