Field Notes / 001
Darwin Frederic — On AI, robotics, and the limits that actually matter.
The limits
are the point.
I'm Darwin. I write about AI, robotics, and manufacturing; not the demos, but the constraints: thermal budgets, cycle times, supplier lead times, and the physics that doesn't care about your roadmap. No hype, no doom. Just the load-bearing ideas, stress-tested.
5
Posts published
3
Beats covered
0
Hype tolerated
Recent Writing
Latest from the desk
Recent Writing
- Jun 26, 2026 Managing the Machine How Robotic Manufacturers Can Avoid a Public Backlash robotics
- Jun 20, 2026 The Humanoid Robot Revolution The Who, What, When, Where, and Why robotics
- Jun 14, 2026 The Inference Bill Comes Due Everyone budgeted for training. Almost nobody budgeted for serving models at industrial scale, and the gap is starting to show up in unit economics. ai
- Mar 02, 2026 Humanoids Are Solving the Wrong Problem The humanoid form factor is a bet that retrofit costs matter more than cycle time. On most factory floors, that bet loses. robotics
- Nov 18, 2025 Reshoring Runs on Boring Software The factories coming back are not limited by robots or tax credits. They're limited by 30-year-old software nobody wants to talk about. tech