agentic reasoning

SEAL (Self-Evolving Agentic Learning)—a framework that treats AI like a careful student, not a magic oracle." — SEAL demonstrates agentic reasoning through agent-based validation, where AI agents fact

building Olmo 3 Think, covering every stage from pretraining to post-training" — Olmo 3 Think is a reasoning model; talk provides end-to-end walkthrough of its construction

Implies that reducing tool context load improves agent reasoning about which tool to invoke—context clarity enables better decisions.

Article describes system that generates plans and executes them, which is a form of agentic reasoning, but without depth on how context enables or constrains this behavior.