Unverified50% confidenceBenchmarkExact time
Almost all useful optimization value is concentrated in the reflection/control slot, whose leave-one-in gain is as high as +0.119, while the independent contributions of the other three slots are nearly zero.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe core of evaluation is scoring, typically expressing the quality of results using a continuous value from 0 to 1.70% similarUnverifiedReducing the LoRA weight (typically from the default 1.0 to 0.6–0.8) combined with 6–8 inference steps is a compromise that finds a better balance between efficiency and quality.68% similarUnverified推测解码中当草稿通过率低于50%时，实际加速效果会大打折扣甚至产生负优化66% similarUnverifiedOn dependency tasks, memory raised the success rate from a leakage-verified baseline of 0.00 to 0.55–1.00.66% similarUnverifiedAfter rewriting tool definitions according to the three-element principle and similar guidelines, the model's invocation accuracy improved from less than half to over 80%.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/896990API
curl https://kongchang.com/api/v1/knowledge/claims/896990MCP
get_claim(id=896990)