·13 min read
What our agents learn is a draft until we test it
Two AI Engineer workshops show how the check shapes what you keep. A newer 2026 recipe tests a saved lesson outside the agent. What holds, and what we do.
Two AI Engineer workshops show how the check shapes what you keep. A newer 2026 recipe tests a saved lesson outside the agent. What holds, and what we do.
Google and Oxford researchers each published a way to keep self-improving AI agents from overfitting. What the papers do, what a popular video got wrong, and what EP takes.