Home » Authors » Antonio Ken Iannillo, Joshua Segun Owotogbe, Roberto Natella, Francesco Avallone, Kristina Kudryavtseva, Indika Kumara

Antonio Ken Iannillo, Joshua Segun Owotogbe, Roberto Natella, Francesco Avallone, Kristina Kudryavtseva, Indika Kumara

Public reference bibliography and cataloged PDF materials authored or published by Antonio Ken Iannillo, Joshua Segun Owotogbe, Roberto Natella, Francesco Avallone, Kristina Kudryavtseva, Indika Kumara.

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Tool-Calling LLM Agents Under Realistic MCP Faults: Scale Does Not Purchase Fault Tolerance

Year: 2026 • Source: arxiv.org • Listed PDF

LLM agents increasingly rely on external tools exposed via the Model Context Protocol (MCP), yet current benchmarks assume tools respond correctly and on time, leaving agent resilience to realistic tool failures untested...