New benchmark targets deep research agents that combine web search with internal tools

burkov · x · 2026-10-18

Andriy Burkov highlights a new article closing an evaluation gap: deep research benchmarks test web exploration and tool-use benchmarks test function calling, but neither tests whether agents can combine both to ground research-style answers in internal enterprise data like customer profiles and order histories — critical for real commercial deployment.

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