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WorkSurface-Bench: Benchmarking Enterprise Agents on Multi-Surface Knowledge Routing

arXiv cs.CL — Computation and Language

Factual evidence

What the source reports

WorkSurface-Bench is a new benchmark for enterprise agents, evaluating their ability to select and integrate knowledge from heterogeneous sources (documents, tables, graphs).

Open source

OneBench interpretation

Institutional assessment

So what

New enterprise agent benchmark evaluates a critical capability for G-SIB knowledge routing: selecting optimal information sources.

Do what

Add WorkSurface-Bench to the Q4 model evaluation team's agentic AI review for practical applicability.