Unverified50% confidenceTradeoffExact time
There is a gap between efficient exploration (reducing redundant paths) and effective evidence utilization—reducing repetition does not equate to making good use of evidence.
1
Sources
50%
Confidence
Long-term
Relevance
9/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSupplementing key experiments, ablation analyses, or comparative data is often more persuasive in a rebuttal than lengthy argumentation.74% similarUnverifiedA more complete approach is to add a minimum expected information gain threshold, implementing a two-way gate that neither exceeds the budget nor requires evidence to be genuinely useful.71% similarUnverifiedHigh-recall verification systems face four mutually conflicting constraints: reading less, maintaining high recall, not losing minority evidence, and not converting unchecked into nothing found.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/928345API
curl https://kongchang.com/api/v1/knowledge/claims/928345MCP
get_claim(id=928345)