Rahul Bala

[Andrej Karpathy @karpathy]

I packaged up the "autoresearch" project into a new self-contained minimal repo if people would like to play over the weekend. It's basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code, then:

- the human iterates on the prompt (.md)
- the AI agent iterates on the training code (.py)

The goal is to engineer your agents to make the fastest research progress indefinitely and without any of your own involvement. In the image, every dot is a complete LLM training run that lasts exactly 5 minutes. The agent works in an autonomous loop on a git feature branch and accumulates git commits to the training script as it finds better settings (of lower validation loss by the end) of the neural network architecture, the optimizer, all the hyperparameters, etc. You can imagine comparing the research progress of different prompts, different agents, etc.

https://t.co/YCvOwwjOzF
Part code, part sci-fi, and a pinch of psychosis :)

[Ankur Nagpal @ankurnagpal]

A chart showing you exactly how @carryhq_ compares against "The Big 3"

or why you may want to use Carry for your Solo 401k vs Vanguard, Schwab or Fidelity

We're not a free product, but a better product

[Compounding Quality @QCompounding]

Daniel Kahneman passed away today

He changed the world of behavioral finance

Here are 10 things I learned from his book Thinking Fast and Slow as a way to say thank you:

[Historic Vids @historyinmemes]

Nuclear explosion simulation

[Rahul Bala @RahulBala88]

@MrGeorgeBenson @Victorausman1 Caicedo is top but not worth a £110 mill punt. He could be the next Ngolo, Can’t say.
And Caicedo in as our CDM isn’t going to a fix for our bigger problems.

[david friedberg @friedberg]

🤯

[Rahul Bala @RahulBala88]

@FrankKhalidUK Tiki Taka GOAT

[Rahul Bala @RahulBala88]

@FrankKhalidUK It’s gotta be between Morata and Torres!

[Sam Altman @sama]

haven’t seen this as a twitter thread, so:

what true thing do you believe that few people agree with you on?

[Fabrizio Romano @FabrizioRomano]

OFFICIAL. Cristiano Ronaldo joins Manchester United, official statement from club announces. He’s BACK. 🔴🇵🇹 #MUFC #Ronaldo

[Didier Drogba @didierdrogba]

London has always been blue 😅 great start my People @RomeluLukaku9 @ChelseaFC #theprideoflondon💙

[Cricinfo @ESPNcricinfo]

HARLEEN DEOL, TAKE A BOW.

[Chelsea FC @ChelseaFC]

Love this, @Calteck10! 💙

[Rahul Bala @RahulBala88]

@ToniRuediger @DeBruyneKev Class Toni!

[Chelsea FC @ChelseaFC]

CHAMPIONS OF EUROPE!!! 🏆

#ChelseaChampions #UCLFinal

[Rahul Bala @RahulBala88]

@thezaksons prayers have been answered I think ! Haha

[Rahul Bala @RahulBala88]

Twitter #resurrection.

[Rahul Bala @RahulBala88]

@SunburnFestival Absolutely A!!
@Rohan Nanda: Where are the 09 Videos..I know you were there for that as wel...!

[Sunburn Festival @SunburnFestival]

Really feeling this set of Sunburn Videos, big up Rohan Nanda! :) http://www.facebook.com/video/?id=505360888