Prabakaran Chandran
பிரபாகரன் சந்திரன் · Tamil Nadu → New York
I observe the world, look for the patterns and mechanisms underneath, and build from what I find.
Come in.
I grew up in a village near Rasipuram, became a control engineer almost by accident, and have looked at the world as a system ever since. Now I do research at Columbia on how learning systems work, I teach, and I write down what each experiment changes in my understanding.
I also sketch, cook and read old Tamil poetry. I used to keep those in a separate house. They live here now, beside the work: art, philosophy, science and engineering under one roof. This is where I learn and teach, write to the world, and work on problems worth solving. Take your time.
From the studio: A white moon in an indigo night sky over a low far shore, its light broken on the water below, two geese crossing it. More paintings
On the bench
The many kinds of Research EngineerNewest
Everything →Writing
All in Writing →Essays on what I study and build, and musings on everything else: reflections, poems in English and Tamil, and the sketchbook.
- Preferred Problem Spaces — Building My Career Around What Keeps Me Curiousessayphilosophy
- The Next Starting Lineessayphilosophy
- Complex Systems, Not Integrations: What Forward-Deployed/AI Engineering Is Missingessayscience · engineering
Lab
All in Lab →Experiments, notebooks and builds. Each one starts from a question, and its failures stay in the book.
- The many kinds of Research Engineerbuildscience · engineering
- decision-engineeringbuildengineering · science
- Engineering Practicebuildscience · engineering
Lessons
All in Lessons →Bentos of ten essential readings, courses I work through in the open, tutorials and primers from first principles, and the shelf I read from. Written so the next person gets there faster.
- The Art of Problem Solving in the Age of Superintelligencecourseunder wayphilosophy · science
- Readingreadingphilosophy
- AI Safety, Alignment, Human & AI Systems, Evals, Diffusion and Futurescourseplannedphilosophy · science
Inquiries
All in Inquiries →What I keep asking, what I think now and how sure I am, and the work beneath each one. Answers welcome.
Correspondence
All in Correspondence →When an experiment changes my mind, I write a letter about it. There is no schedule, and each one asks you something back.
- Introducing "nudge_" — A Newsletter for the Inquisitive Grad Mindlettersettledphilosophy



