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𝜏-knowledge: benchmarking agents on real-world knowledge

calendar_today May 13, 2026 person Ben Shi, Ola Zytek, Pedram Razavi, Victor Barres domain sierra

𝜏-Knowledge measures how well agents can work through messy, evolving knowledge bases to complete complex, multi-step tasks. While models are improving, they still struggle to reliably use this information in practice, leaving a large gap to real-world performance.

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