Unverified50% confidenceDecision RuleExact time
Changing the candidate should be a later experimental option, not the default reaction to all failures.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe study recommends that rather than pursuing a single perfect reward, one should systematically anticipate and test shortcuts the model might exploit, and incorporate adversarial validation into the design phase.76% similarUnverifiedModel abstention can avoid confident errors caused by compression distortion.72% similarUnverifiedUsing an external dedicated answer selector for abstention decisions may be more practical and controllable than directly fine-tuning a model to internalize abstention.71% similarUnverified选型应按任务结构而非模型名气选择,若三问(多步执行且可能改计划、错误成本高、结果可验证)都为是则优先用Opus 5,只有一个为是则先用更便宜的模型71% similarUnverifiedWhen designing modal conflict experiments, sequential controls must be introduced; otherwise, the conclusions about modal preferences obtained may be untenable.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1023289API
curl https://kongchang.com/api/v1/knowledge/claims/1023289MCP
get_claim(id=1023289)