Unverified50% confidenceFactExact time
LSCBench's prompts never mention security, each task only requires functionality, and each task gets only one attempt (pass@1), with no partial credit and no LLM judge; a task scores only if both the functional test and the security test pass.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
Unverified16 out of 28 tests in the LRO-Bench implementation recommendations cannot be determined by the few executions actually run by the benchmark65% similarUnverifiedMost traditional LLM benchmarks focus on relatively closed tasks such as single-turn question answering, code generation, and reasoning problems.64% similarUnverifiedGoal模式在每一次工具调用之前都会做校验,通过工具调用拦截层将调用意图与预设约束比对,从而杜绝越界操作64% similarUnverifiedSWE-Bench主要依赖单元测试是否通过来判定任务成功与否,但通过测试并不等于代码质量过关64% similarUnverifiedThe test conditions were: one prompt only, one round of fixes only, with no additional prompts added midway.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1047283API
curl https://kongchang.com/api/v1/knowledge/claims/1047283MCP
get_claim(id=1047283)