The Sequence Learning Loop - Issue #955: From Persistent Agents to Decision Models
Meta expands its agent models as Jev and Liquid sharpen structured decisions

TL;DR
- Meta is developing AI agents that can remember user constraints and continue working even if initial attempts fail.
- TypeSafe and Liquid are focusing on AI models that make bounded decisions without generating lengthy explanations.
- The AI industry is facing a choice between persistent, task-oriented agents and concise, decision-making models.
- The value and function of AI intelligence must be tailored to the timescale and output requirements of the work it performs.