Unverified50% confidenceFactExact time
In the scoring rubric, contract stability is worth 30 points, loud failure 25 points, tracing 20 points, written summary 15 points, and stretch goals 10 points; model choice, token consumption, and speed receive no points.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe scoring system includes seven dimensions: capability (30%), reliability on regular/long tasks (20%), ruggedness (15%), durability (10%), cost controllability (10%), availability in China (10%), and model (5%).70% similarUnverifiedIn an S&P 500 option chain experiment, after sparsifying the data to retain only 20 quotes and introducing no-arbitrage constraints, the out-of-sample extrapolation error on the held-out set decreased by 22% and the calendar arbitrage occurrence rate dropped from 10% to 1%.68% similarUnverifiedIn the article, under DeepEval's default mode, 7 responses had their pass/fail conclusion flip at least once across three re-runs; after manually fixing evaluation_steps, the number of flips dropped to 3, and the agreement rate rose from 31/40 to 35/40.67% similarUnverifiedWhen estimating memory sizing, one typically needs to reserve a 10%–20% margin for the compute graph, temporary activations and fragmentation.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1059243API
curl https://kongchang.com/api/v1/knowledge/claims/1059243MCP
get_claim(id=1059243)