Agentic AI’s Structural Conflicts Demand New Primitives, Not Just Scale

AI Sentinel: Frontier Daily · Jul 14, 2026 · 21m · transcript

- Autonomous agents demand structured risk classification, persistent memory, and attribution verification, as model-level safeguards alone create systemic vulnerabilities. ⏱️ Chapters 00:00 Agentic AI’s Structural Conflicts Demand New Primitives, Not Just Scale 00:04 Highlights 01:19 Inference-Time Token Economics Replaces Model Scaling as the Efficiency Frontier 04:16 Agentic Autonomy Demands New Safety and Memory Primitives Beyond Model-Level Guardrails 07:42 Multimodal Competence Requires Rebuilding from Visual Grounding Up, Not Bolting Vision Onto Language 10:43 Frontier Model…