Unverified50% confidenceOpinionExact time
FIDE offers a new perspective on experimental design: in benchmark-preserving settings, one should not seek to recover the "true" law, but rather to make minimal corrections on top of the existing benchmark.
1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedExperiments found that FIDE's preferences changed sensor selection, favoring designs that make the minimal correction to the benchmark model.70% similarUnverifiedFIDE's computation process is differentiable, allowing gradient-based methods for optimization; experiments show that the method remains computationally usable for 32-dimensional configuration laws.65% similarUnverifiedThe core conclusion of the experiment is: a step that re-examines the original material rather than trusting the previous step's summary can catch real errors; whereas a planning step produced through an overly narrow schema handoff buys no reliable contribution.65% similarUnverifiedThe core insight is not to compress context by default, but to first clarify the constraints and then seek better alternatives.65% similarUnverifiedThe original text explicitly states that broad transformation directives should be avoided and only narrow-scope pilots can bring observable impact.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1114462API
curl https://kongchang.com/api/v1/knowledge/claims/1114462MCP
get_claim(id=1114462)