arxiv.org/abs/2610.33312 Responsibility Boundaries for Agentic Systems: A Comparative Evaluation of Probabilistic Agentic Programming
The paper presents Probabilistic Agentic Programming, which turns responsibility boundaries for LLM agents into explicit programming abstractions, backed by a mediation kernel, proofs and an exploratory study. In 1,225 assessed observations, native Touba matched the top observed counts for each model, including ties with existing frameworks.
— via arXiv Programming Languages, Khadim Lo, Soukaina Alaoui Ismaili, Jean-S'{e}bastien Dessureault