Expired50% confidenceBenchmarkExact time
In a guard test of approximately 350 commands, Jev's overall accuracy dropped to 91% because it could not read base64- and hex-encoded commands, missing approximately one-tenth of high-risk encoded commands
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/8/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/22/2026(expired)
Sources
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Related Claims
UnverifiedAfter adding a preprocessing function to decode base64/hex payloads in the command guard test, Jev's accuracy improved from 91% to 98.4%79% similarUnverified在一个396个文件的大型混合职责项目上测试时，召回率几乎跌到零63% similarUnverifiedIn the control test, relying solely on prompts to instruct the AI to write less code saved about 30% of lines, but security dropped to 95%.62% similarVerifiedWhen a single code review exceeds 400 lines of code, the reviewer's defect detection rate drops sharply.60% similarUnverifiedA fusion strategy that prioritizes JEV and only hands off when confidence is below 0.7 collapses into JEV, with approximately 70% of questions never leaving JEV and an ECE of approximately 0.25.60% similar
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