Unverified50% confidenceSolutionExact time
TAPES evaluates the downstream utility of candidate target sets through short-range joint pretraining trials, rather than using target predictability as the selection criterion.
1
Sources
50%
Confidence
Long-term
Relevance
11/4/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe effectiveness of short-range pretraining trials relies on an empirical assumption: the relative merits of short-range training are highly correlated with those of full training.80% similarUnverifiedExamining the model's action sequences during training one by one can determine whether high scores result from genuine capability improvement or from exploiting loopholes in the reward mechanism.77% similarUnverified任何先优化表示再训练分类器的两阶段方法都需要仔细验证其代理目标与下游任务的对齐程度77% similarUnverifiedThe study introduces a method selector that picks the most suitable model for each training-size–target-size combination; the results cover all nine seen training-test size pairs, all at lower cost than the reference model.77% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1133837API
curl https://kongchang.com/api/v1/knowledge/claims/1133837MCP
get_claim(id=1133837)