Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment

S. Bensalem, Y. Dong, M. Franzle, X. Huang, J. Kroger, D. Nickovic

By Callan Zhang · May 18, 2026 · Editorial standards →

Summarised from the primary source with AI assistance under human editorial oversight. Turing Wire is not a primary source — read the original for the authoritative account.

Source: arXiv cs.AI