Author

M. Jamei

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Preprint Oct 2026

TreasuryQA Bench: Can AI Agents Work an Archive of Scanned Financial Records?

Organisations keep decades of financial records as scanned PDFs on shared drives, and AI agents can now reach those drives through Model Context Protocol (MCP) servers. Existing benchmarks do not mirror this production setting because they simplify the task. In some, the relevant documents are handed to the agent, so i...

Ritiz Tambi, S. Shayegan, Joshua Meyer et al. · 0 citations

#artificial intelligence Preprint Sep 2026

VAmoS Part Deux: Harder, More Realistic Voice-Agent Simulation

VAmoS Energy, a benchmark that combines challenges in 100 calls about utility billing and payment assistance, is introduced, showing why voice agents need evaluation across the whole call, including what they say, what they change, and how they handle competing speech.

Joshua Meyer, S. Shayegan, Ritiz Tambi et al. · 0 citations