Insights
Notes from the work.
Short pieces on how businesses actually operate, how knowledge gets trapped, and what has to be in place before AI can be dependable.
Methodology
Apr 2026 · 9 min read
Building Is Cheap. Knowing What to Build Isn't.
Teams can't define what they need until they build tools and watch understanding emerge through iteration.
by Rohan Mehta
Read on MediumAI Readiness
Apr 2026 · 24 min read
The Shadow of Compression
Learning is compression — symbolic and statistical methods converge on the same fixed points from opposite directions.
by Rohan Mehta
Read on Medium
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