Smart Workplace Lab

Jul 13, 2026 · Artificial Intelligence

Why Long‑Running Agents Become Stubborn and How a 3‑Step Memory Decay & SNR Routing Fixes It

The article explains how unlimited context causes long‑running AI agents to solidify early noise into false facts, and presents a three‑step protocol—memory half‑life configuration, conflict‑isolation sandbox prompts, and system‑level command isolation—that dramatically reduces response time and token waste.