Unverified50% confidenceBenchmarkExact time
Using the shared gradient bound, at τ=0.01, the escape coordinate ratio drops from 98.9% to 0.53%, and the load drops from 126.6% to 28.3%.
1
Sources
50%
Confidence
Long-term
Relevance
11/3/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAnthropic's experiments showed that adding a reranker on top of contextual retrieval brought the reduction in top-20 retrieval failure rate to 67% (from 5.7% to 1.9%).71% similarUnverifiedLowering min_area from 120 to 40 raises recall under mild occlusion from 0.776 to 0.981 and bud recall from 0.382 to 0.947, but false positives rise from 4 to 49 and total error flips from −20.5% to +21.4%.70% similarUnverifiedAfter adding conservative normalization, the false positive rate dropped further to 0%, and the capture rate did not decrease.69% similarVerifiedIn long-chain tasks, if each step has an error rate of approximately 5%, the overall success rate may drop to below 36% after 20 steps.68% similarUnverified接受率随位置逐级衰减:GSM8K从位置0的0.92下滑至约0.53,MTBench从0.78急跌至0.13,因误差在连续猜测中累积68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1129378API
curl https://kongchang.com/api/v1/knowledge/claims/1129378MCP
get_claim(id=1129378)