RESEARCHMonitorNEXT 12 MONTHS
Completeness and Cost of Retrieval Structures for Multi-Tool Requests in LLM Agents
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
An arXiv paper benchmarks six tool retrieval structures for multi-tool LLM agent requests, evaluating recall completeness and cost.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 2 November 2026
- Collected by OneBench
- 3 Nov 2026, 02:01 UK
Stored source excerpt
arXiv:2610.41905v1 Announce Type: cross Abstract: An agent that must call several tools to fulfill a request fails when the tool retriever omits any one of…
Short excerpt from the collected text, not the full source. Use the source link to read it in context.
The factual summary is a OneBench synthesis, not a quotation or independent verification. Collection time is not publication time. Open the source for its full context; related reporting can share the same underlying announcement.