Spaced Repetition for Efficient Learning

Neuroprosthetics is an interesting term. It was the spring of 1955. I was finishing my second year of graduate physics at U.C.L.A…I changed my field of study from physics to mathematics…I attended classes and studied 50–60 hours a week, generally including Saturdays and Sundays. I had read about the psychology of learning in order to be able to work longer and harder. I found that “spaced learning” worked well: study for an hour, then take a break of at least ten minutes (shower, meal, tea, errands, etc.). One Sunday afternoon about 3 p.m., I came to the co-op dining room for a tea break…My head was bubbling with physics equations, and several of my good friends were sitting around chatting. ...

Press

Meta: This page will be updated often, whenever new press about me is published. This might not be exhaustive. Norfolk Today / myFM on my presentation at IEEE qCCL 2026, The Hamilton Spectator on my presentation at IEEE qCCL 2026.

The AI Industrial Explosion — Part 1: Maximum growth rates with current production methods

I thought this was a very interesting blog post, if a bit technical1. Zotero item: 3BDN4EI6 In the sense of having big unfamiliar words. ↩︎

Reinforcement learning: an introduction

Meta: I am reading the free online copy of this textbook published by one of the authors, the legendary Richard Sutton. I have written my Anki notes below, and provided a link through which you can download the decks as APKGs for easy import into Anki. If you notice any errors in my notes or have any advice for how I should write these notes, email me at krishna@amitav.net. This post is very likely to change over time as I read more and more of the textbook. No spoiler warnings because this is a technical text. ...

List of (cool) companies in Toronto

Meta: If you know a company in Toronto and would like it added to this list, email me here: krishna@amitav.net 8090 (conflict of interest) NationGraph Shopify Obsidian superwhisper Modem Cohere

Hi, this is a test page to show my friend George-Owen how the admin page works

Hello! You should check out his site.

Manna

This is a science-fiction novel about a society in which human producers in the economy are mostly unnecessary. As for content warnings, it’s a little bit sad and makes reference to drugs and sex once or twice I believe but should be family-friendly overall. You can buy a copy here (not an affiliate link) or find the free version the author published online here. Spoilers ahead. Click here to expand this full blog post. There are heavy spoilers inside of this block. Overall the book has some good ideas, but the writing feels half-done. It doesn’t really end on a cliff-hanger, but the ending feels unsatisfying. The book feels unrealistic in many ways: ...

Guardian Angels: LLM Personalization for Productivity and Security

Summary of Gwern’s take in my own words: “We should create LLMs that are personalized to each person to the extent that they can act as a stand-in for that person.” The rest of the essay is mostly discussing the mechanisms that would enable that and/or the things that would enable. Gwern refers to this hypothetical LLM as a “guardian angel.” For the rest of this blog post I will use the word “agent” to mean what Gwern means by “guardian angel.” ...

Taking Social Initiative

One action item for myself from this is to read this post by Neel Nanda on asking good questions. Summary Keep in touch with people, Organize things, Be sincere, Be lenient. Zotero item: G8DA5FQT

On Failure

I’m not failing enough. Today I went to the gym, and I was doing my bench press, when a fellow walked over and corrected my grip; my grip was narrow, but to workout one’s chest one must use a moderate grip. I was thinking on the bicycle ride that that’s the first time in a few weeks I’ve really failed at something. I don’t think that’s a good thing. The times in my life I got the most done were the times when I was failing a lot, and the lack of failure is indicative that I’m not trying enough things. One thing I’m going to add to these posts going forward is a failure from the day. ...