Salesforce paper: across 2,500 A2A sessions, no agent ever verifies a peer's claims unprompted

rohanpaul_ai · x · 2026-10-20

Salesforce AI Research's A2A failure taxonomy studies 2,500+ agent-to-agent sessions across 488 scenarios using Claude Code, Codex and Cursor in isolated sandboxes. They catalog 20 failure modes; key findings: agents contact peers only when prompted, no agent re-fetches documents to verify a peer's factual claim (so systems inherit their weakest agent's errors), and aggregate outcome scoring masks coordination/verification/conduct failures — e.g. a $24,000 settlement passed all 10 checks while a vendor agent leaked confidential details. Recommendation: build verification into the protocol and score each agent against its own principal. Run logs released on Hugging Face.

Related event: Salesforce paper: cross-org agent teams inherit weakest member's errors(2 posts)→

Original post →

More from coding & agent

coding & agent channel →