Jul 24, 2026 · 5 min
microgpt and the Value of Legible AI Systems
What Karpathy's 200-line experiment shows about understanding, abstraction, and production complexity.
FIELD NOTES · 2026
Original analysis on agents, infrastructure, and accessible AI products.
Jul 24, 2026 · 5 min
What Karpathy's 200-line experiment shows about understanding, abstraction, and production complexity.
Jul 24, 2026 · 6 min
Why shared agent sessions need a new collaboration layer.
Jul 24, 2026 · 5 min
Andrew Ng's case for open access meets the infrastructure questions in YC's Fall 2026 batch.