Articles

Why antimicrobial discovery needs an evidence-safe AI workflow Antimicrobial resistance turns ordinary discovery work into an operations problem: research teams must search enormous biological spaces, prioritize scarce laboratory capacity, and avoid mistaking computational novelty for therapeutic value. OpenAI’s September 10 case study on César de la Fuente’s lab is useful…

What you will build in this tutorial This tutorial builds a first, production-shaped OpenAI Agents API workflow rather than a throwaway prompt. By the end, you should have a small server-side project that creates an OpenAI-hosted session, waits for the hosted environment to become ready, sends a task, streams events,…

Why long-horizon AI agents need trajectory-level governance Long-running AI agents create a governance problem that single-action approval cannot solve on its own: the risk often emerges from the sequence, intent, and cumulative effect of actions rather than from any one tool call in isolation. A file read, a shell command,…