AI & ML Research 8-Hour Briefing

Last updated: October 11, 2026, 4:50 PM ET

Agent Architectures

Two new pieces map out how practitioners are moving past basic loops. A practical guide walks through OpenAI's new Decisions API and asks whether it could displace JEV. Separately, six production-oriented patterns for autonomous systems go beyond standard ReAct designs, offering engineers concrete architectures for deployment.