From Capability to Trust: Agentic Systems Confront Verifiability and Infrastructure

AI Sentinel: Frontier Daily · Oct 11, 2026 · 28m · transcript

- The field is pivoting from raw capability to trust, persistence, and verifiability, with evaluation shifting from surface-level correctness to durable backend-state verification and solution diversity. ⏱️ Chapters 00:00 Intro 00:16 From Capability to Trust: Agentic Systems Confront Verifiability and Infrastructure 00:21 Highlights 02:24 Agent Evaluation Shifts from Utterances to Backend State and Multi-Solution Diversity 04:54 Persistent Memory and Retrospective Search Enable Long-Horizon Agent Autonomy 08:24 Agentic Attack Surfaces Expand from Model-Level Manipulation to Supply-Chain and…