Ref: CodeSignal’s “Implementing AI algorithms from scratch” course. Link to the course: Link. MIT Machine Learning course. Link to the course: Link. Stanford Machine Learning course. Link to the course: Link. Machine Learning from Scratch - 1. Simple Linear Regression. ROUGH NOTES (!) Updated: 5/11/2026 Eg:... Read more 05 Nov 2026 - 3 minute read
I am working on the problem of simulating the economy. It seems one can use multi agent systems to simulate the economy. "All models are wrong, but some are useful." - E. P. Box Perhaps: One can run low risk experiments on the simulated economy and one might learn something about the real economy. Reading list: Updated: 30/10/2026 ... Read more 22 Oct 2026 - 1 minute read
Pozen’s Productivity Advice: Link. His Advice: Measure productivity in results, not hours. Rank your goals and prioritise your time. Read more 06 Oct 2026 - less than 1 minute read
Timothy Gowers’ tweet: Link. Link to the open letter: Link. Personal: Personally, I have high regard for the mathematicians in the list. To quote: These models are now operating at the level of the top human mathematicians in many parts of the subject and we must assume there is a significant chance of them developing superhuman abilities... Read more 25 Sep 2026 - less than 1 minute read