MAR 20, 2026Conviction
Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI
- •
The Rise of AutoResearch - AI is transitioning from passive assistants to closed-loop agents capable of designing, executing, and optimizing their own experiments without human intervention.
“We’re moving into the 'loopy' era where agents aren't just helping you write code, they are closing the loop on the entire scientific process of discovery.”
- •
Software Engineering as Orchestration - Coding is shifting from manual syntax writing to high-level system architecture, where natural language becomes the primary interface for building complex software.
- •
The Loopy Era of AI - We are entering a phase where models improve through autonomous feedback loops and self-generated data, moving beyond the constraints of static human datasets.