Burhop
I help companies build serious AI for engineering and manufacturing... where geometry, physics, safety, and production cost make generic AI fail.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 16 | Founded | 5 months ago | Last Issue | 16 days ago |
| Active | |||||
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burhop.substack.comLatest Issues
AI for CAM
The most useful way to evaluate AI in CAM is not to ask whether it can “write toolpaths.” CAM software has generated toolpaths for decades. The better question is which shop-floor bottlenecks are informational enough for AI to improve, and...
AI Surrogates in CFD and FEA
Introduction: Why CFD/FEA Engineers Care About Surrogates Now
Over the last few years, most major simulation vendors have introduced AI-based surrogate or reduced-order modeling features that promise 10–100× speedups for common CFD and...
The Problems of Tokenization in Design and Manufacturing
LLMs are unreliable with numbers because they are trained to predict text, not to preserve numeric semantics; in CAD, FEA, and 3D geometry workflows, the most effective remedies are usually hybrid workflows that combine careful formatting,...
The New CAD
The New (Experimental) CAD
The industrial computer-aided design (CAD) software environment is transitioning from an ecosystem dominated by monolithic, desktop-bound modeling kernels and rigid Product Lifecycle Management (PLM) archit...
Do You Work in Product Development or Manufacturing? Here’s the MCP Overview You Actually Need.
Author’s note: In a recent conversation with Roopinder Tara, I probably sounded overly skeptical about MCP as a way to connect engineering tools to AI systems. This essay digs into the problems behind that skepticism, but it also highlights...
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Authors
The writers behind this newsletter.
I used to be a Software Developer and Mechanical Engineer... but then came AI. Former DARPA researcher, Siemens 2022 Inventor of the year, CAD and FEA software creator.
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