The Berkeley team announced that it has cracked 8 major agent evaluation benchmarks and open-sourced open-source tools

ME News Report, April 19 (UTC+8), the Berkeley Artificial Intelligence Research Group (berkeley_ai) quoted Dawn Song's statement, announcing that her team has successfully broken through 8 major agent evaluation benchmarks. The team has decided to open source the tools used to achieve this result and named it BenchJack. The tool is described as "penetration testing for evaluations," aimed at helping other developers proactively test and identify potential weaknesses in their evaluation systems. (Source: InFoQ)
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GateUser-46033407
· 3h ago
Dawn Song is indeed solid at the intersection of security and AI, and this time she hit the nail on the head again.
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GateUser-f2d5f4c0
· 4h ago
Open-source tools are more valuable than papers, at least allowing everyone to verify whether the benchmarks are reliable.
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ThePatienceRequiredFor
· 4h ago
All eight mainstream benchmarks have been broken, and I feel that the moat for agent eval is shallower than I imagined.
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GovernanceVotingTug-Of-WarKing
· 4h ago
The concept of penetration testing for evaluation is quite new; previously, it was all about testing models, now it's about testing the questions themselves.
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NeonIceMelt
· 4h ago
Dawn Song's team this move is very Berkeley, attacking first and then open-sourcing, a typical academic hacker vibe.
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DustyAlpha
· 4h ago
berkeley_ai comes out swinging with tough moves—can’t wait to see exactly how they bypass these evaluations.
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Wax-SealedPrivateKey
· 4h ago
BenchJack, this name is a bit interesting; the evaluation system also needs its own penetration testing.
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