Unverified50% confidenceFactExact time
The harness (execution framework) used to run a model greatly affects the final performance, and choosing the wrong harness will yield suboptimal results.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
Related Entities
Related Claims
Unverified优秀harness应在控制循环中内置错误恢复与自我纠正机制,如自动运行测试并将失败结果反馈给模型重试72% similarUnverifiedThe run-and-adjust mode can theoretically improve the final output quality of long tasks and reduce ineffective full reruns70% similarUnverifiedFully saving optimizer state is critical for checkpoint-based training resumption; saving only model weights causes the optimization trajectory to deviate and affects convergence68% similarUnverifiedHarness (behavioral constraint framework) prevents Agents from making erroneous operations during task execution through four mechanisms: providing comprehensive context, specifying behavioral boundaries, automatically validating results, and providing timely corrective feedback.68% similarUnverifiedThe robustness of the tool-calling chain needs to be carefully refined, including timeout handling, retry mechanisms, and fallback strategies.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/932818API
curl https://kongchang.com/api/v1/knowledge/claims/932818MCP
get_claim(id=932818)