Unverified50% confidenceBenchmarkExact time
HexaShell achieved a 45% success rate on the custom tool-use (screwdriver insertion) task.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
Related Entities
Related Claims
Unverified在SWE-Bench等真实软件工程基准中，顶尖模型往往需要平均30-50次工具调用才能完成一个Issue修复54% similarUnverifiedUnsloth Desktop introduces a self-healing tool-calling mechanism, with the official claim of achieving up to 50% more accurate tool calls54% similarUnverifiedThe quality of task decomposition—how high a proportion can be parallelized—directly determines the actual benefit of a multi-agent solution.54% similarUnverified任务分级框架：探索性任务用速度最快工具，标准任务用性价比最高工具，关键任务用信任度最高工具53% similarUnverifiedThe team's 48-hour hackathon challenge goal was to build a functional feature beyond "string in, string out," and they jointly chose two focal points: prompt management and output parsing.53% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1065624API
curl https://kongchang.com/api/v1/knowledge/claims/1065624MCP
get_claim(id=1065624)