Unverified50% confidenceFactExact time
MTP's verification logic involves dynamic token accept/reject decisions; if the relevant state updates are not correctly reflected in the static graph input tensors, it causes verification results to become invalid and acceptance rates to plummet.
1
Sources
50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
Sources
Related Entities
Related Claims
Unverified预标注会引入锚定效应，标注员倾向于接受而非推翻已有预标注结果，即使存在微小错误，低质量预标注会系统性地将判断拉向错误方向67% similarUnverifiedThe inference framework used this time does not support MTP-related speculative batches, and enabling MTP causes an immediate error.67% similarUnverifiedWhen LLM generation results fail validation and a retry is needed, resending the full context each time causes token consumption to expand rapidly.66% similarUnverifiedWhen an expected state transition does not occur, the system records the failure as evidence and converts it into an explicit constraint in the symbolic layer.65% similarUnverifiedDuring LangGraph failovers, call receipt information (the model catalog ID of the actually serving model, whether it was a rejection or empty result, and call cost) may be lost, causing downstream nodes to make incorrect judgments.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/966952API
curl https://kongchang.com/api/v1/knowledge/claims/966952MCP
get_claim(id=966952)