Can We Close the Loop in 2026?

What makes some AI agents feel like collaborators while others need constant babysitting? Two capabilities matter: self-awareness — does the agent understand what it is and how to use its tools — and closing the loop — can it verify its own work before responding. This post breaks down where agents stand today, how production systems like Spotify scaffold verification, and what needs to improve…