Andrej Karpathy mentioned the term LLM psychologist first in Feb 2023. I’ve been thinking about this for a while, now. I’ve always been fascinated by psychologists in fiction. I grew up with Hari Seldon in Foundation, wanting to be a psycho-historian. (I spent several teenage years building my mind-reading abilities.) I wanted to be Susan Calvin, the only robopsychologist. ...
Simon Willison initiated this very interesting Twitter thread that asks, “What prompt can instantly tell us how good an LLM model is?” The Sally-Anne Test is a popular test that asks: Sally hides a marble in her basket and leaves the room. While she is away, Anne moves the marble from Sally’s basket to her own box. When Sally returns, where will she look for her marble?" ...
Until recently, I could code on flights. This year, I lost that ability. Again. It’s happened before. In each case, technology has solved the problem for me. Here’s the history. I need a laptop. Since 2001, I’ve never been without one on a flight. I need power. Since 2005, I use dark mode and every low power feature available. (I also became good at finding hidden power outlets.) ...
Every time I get annoyed at people, I remind myself to be more like ChatGPT. Specifically: Don't get annoyed. Be patient. Encourage them. Step back and show them the big picture. (Then I get annoyed at myself for getting annoyed.) Today, I analyzed how exactly ChatGPT is different from me. So, I took a pitch document I co-authored with ChatGPT. Section A: Authored by Anand WHAT DO WE NEED? ...
I read 52 books in 2023 (about the same as in 2022, 2021 and 2020.) Here’s what I read (best books first). Fiction The Kingkiller Chronicle. I picked it up before a flight to London in 2014. Read it through the flight. Read it late into the night at our AirBnB. Skipped my workshop prep. Read it during the workshop breaks. Read it on the flight back. And I re-read it every year or two. The language is beautiful and the story gripping. I feel miserable this series isn’t complete. ...
In 2023, I made 3 resolutions: Run 50 experiments. I managed 44 / 50. (Here are some). Learnings: I need to improve planning (9), scepticism (6), and lateral thinking (4). Make 1 change a month in my environment. I managed 8 / 12. The largest impact was from meeting new people, working out of new places, and using new gadgets. Calendar integrity, i.e. stick to my calendar. I succeeded over 95% of the time. My most memorable events in 2023 were: ...
From The Extended Mind I learnt that our environment shapes our thinking more than I’d expected. That we can arrange our environment to extend our thoughts. In 2023, each month I changed something in my environment to see: What does “changing my environment involve”? What can I change? Will I succeed? Does it affect my thoughts? Can I track this? Here are the results. ...
I speak with ChatGPT ~20 times a day. That’s more than I speak with most of my colleagues. ChatGPT is clearly my favorite team member. I conduct trainings, reviews and mentoring sessions with my colleagues. How to write code. How to write slides. How to communicate. That last bit is particularly important. With ChatGPT Custom Instructions, I can guide ChatGPT on how to work better with me. Currently, I have 10 custom instructions. They evolved over time and will continue to evolve. ...
In 2012, I started Gramener with half a dozen friends. This week, we were acquired by Straive, a part of Barings Private Equity Asia. How do you feel? I feel like the father of the bride. Gramener was registered on 26 Feb. A day before my daughter’s birthday. I’ve spent more time with Gramener than my daughter. That makes Gramener my elder child. Who’s moving into a new household. Along with me. (I feel like சகலகலா சம்மந்தி.) ...
I was at Cream Centre with my father on a Sunday afternoon. We’d finished a light lunch and were debating dessert. (He has triglycerides. I have cholesterol.) This was my fifth visit this year, and I had abstained so far. I couldn’t any longer. I ordered a Sizzling Brownie Sundae. But not for reasons you might think. Expertise comes from experience. I scrape food more than 99% of the people I know. So, I consider myself an expert. Here’s a guide on the art of scraping. ...
Last week, I was at IIT Madras for lunch with the faculty. The dessert was carrot halwa with ice cream. I scraped the last bits with my spoon, but a little ice cream was left over. I was torn. I CAN’T POSSIBLY waste it. But can I lick it? In public? I don’t have a problem licking at home. I lick my fingers. Plates. Bowls. Ladles. The cream on milk. The leftover milk in the glass. (If my tongue doesn’t reach that far, I wipe it with my finger and lick the finger.) ...
I make commitments but don’t always deliver on time. In 2022, I ran an experiment to find out why I procrastinate. In Jan-Feb 2022, I listed the top 2 things I wanted to get done each day and measured how often I completed them. 14 Jan. ❌ Summarise from three research reports 12 Jan. ❌ UIFactory experiment ✅ Decide if I am a (…) 11 Jan. ❌ UIFactory experiment ✅ Agree on publishing in (…) 10 Jan. ❌ Client video. ❌ UIFactory experiment 09 Jan. ❌ UIFactory experiment. ❌ Attrition email as a story 07 Jan. ❌ ZS visual 06 Jan. ❌ Release Gramex Guide. ✅ UWC application 05 Jan. ❌ Publish network cluster post. ❌ Release Gramex guide 04 Jan. ❌ Publish network cluster post. ✅ Release Gramex. 03 Jan. ✅ Publish election TDS video. ❌ Publish Network cluster post. 02 Jan. ❌ Publish election TDS video. ❌ Publish Network cluster post. 01 Jan. ❌ Publish Network cluster post. ✅ Finalize SG school. I completed 23 / 57 things (40%). That’s one of my TOP priorities. ...
I add book recommendations to my GoodReads – To-read list. Then I sort by rating and pick the first one I like to read. In 2023, I’m reshaping my environment. Picking books I usually won’t pick. (Read The Unknown Unknown: Bookshops and the Delight of Not Getting What You Wanted if you want to be similarly inspired.) So here are 4 approaches I’m adding to my process. Algorithmic. Sort Kaggle books based on popularity, rating, and age. Pick the top 10 (or 50) Serendipitous. Go to bookstores and libraries. Pick the most popular books Award-winning. Pick from the Pulitzer, Booker, Nobel, Hugo, and other award winners Challenges. Pick from Popsugar, Book Riot, Goodreads, The 52 Book Club, and other challenges FYI, here are algorithmic results (for books with 100+ ratings and a 4+ average on Goodreads): ...
I read 52 books in 2022 (about the same as in 2021 and 2020.) Here’s what I read (best books first). Mind-blowing Man’s Search for Meaning. Viktor Frankl. It’s 75 years old and timeless. Who we are is independent of what’s around us. This book shows us why. This story is a great example. My best book of 2022. The Paper Menagerie. Ken Liu. I cried all the way from the beach to home. The skies joined me. It’s short. Touching. It healed a wound I can’t speak about. The most touching book of 2022. The Data Detective. Tim Harford. 10 powerful, down-to-earth rules for how to make sense of data, and avoid being fooled. I plan to incorporate every one of these into my talks. The most useful guide to working with data in 2022. The Extended Mind. Annie Murphy Paul. Explains how we think not just inside our brains, but in our bodies, in our physical environment, and in the people around us. The most effective guide to transforming my thinking in 2022. Life-changing ...
In 2022, I made 3 resolutions: Run 50 experiments. I ran ~20 until April (here are some), but stopped (for no reason). I’ll continue. Speak at 10 global forums. I delivered 10+ PyCon talks. They were pre-recorded, allowing me to scale. But recording videos and no feedback are boring. I’ll explore how to scale enjoyably. Be 10X more effective. I improved my calendar effectiveness 2X in Jan. But I realized this is actually efficiency. Not effectiveness. Maybe effectiveness shouldn’t be optimized, but discovered. I’ll continue to ponder. Milestones in 2022: ...
Microsoft ported its PowerPoint Speaker Coach to Teams. Since September, it's given me suggestions covering 11 hours in 77 calls (I speak ~10 min/call.) I say "uhh" a lot. That's intentional I use the filler word "uhh" in 70% of my calls. That did not surprise me. I do that intentionally. On a poor network, they know I'm still connectedThey know I'm going to say somethingI sound less confident. That invites critique I can learn from But I also use filler words like "You know" and "I mean" in half the calls, and "like", "actually", and "basically" in a fifth. That's NOT intentional, and I'll be conscious. ...
My family and I relocated to Singapore today. Most of my major life decisions have involved the distance from Chennai. In 1992, I wanted to study physics at IIT Kanpur or Kharagpur. My father erased the choices from my admission form and calmly said, “Tick anything in Chennai.” I ticked everything except Chemical Engineering. Prof Kalyanakrishnan saw my rank, said “You’ll get Chemical Engineering”, and ticked it for me. No one heard me say, “But I don’t like Chemical Engineering.” ...
My music library has around 1,000 songs (mostly Tamil and Hindi, with some Telugu and English film songs). I spent this morning tagging them by year with mp3tag. (Manually. You don’t automate the pleasures of life.) I thought my 1990s collection would be the largest. I was in college, listening to lots of music then. But surprisingly, my collection has grown post the 1990s. I have 3 guesses why. ...
On 12 Jan 2012, on a flight back from London, I wrote: … it was clear in my mind. I would be an entrepreneur. I would create a small company that would probably fold. Then I’d do it again. And again, 10 times, because 1 in 10 companies survive. And finally, I’d be running a small business that’d be called successful by virtue of having survived. A modest, achievable ambition that I had the courage for. ...
I took a 2022 goal to be 10X more effective. In Jan, I managed 2X. Here’s how. What is effectiveness? I don’t know. I’m figuring it out. But to start off, I measured the number of people my actions directly impact. For example: Discussing my Tools in Data Science Course or writing a blog post impacts ~500 people. Mailing all Gramener employees impacts ~200 people. Shopping with my wife impacts 2 people – her and me (in very different ways). Clearly, the impact is not equal. But it’s a start. ...