Don Clerence @donclerence
Founder @Antenna Electronic Engineering and Computer Science (EECS) Joined April 2025-
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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. github.com/karpathy/autor… Part code, part sci-fi, and a pinch of psychosis :)
The outcome is predetermined even before the game starts
MIT Researchers destroyed context window limits. 10m+ token prompts are now possible by moving context out of the model and into code environments. Full breakdown below.
Lol the counterintuitive-ness of life needs to be studied
One thing that's going on here is I'm right
🟩 🟩 🟩 🟩 🟩 🟩 🟩 🟩 🟩 🟩 🟩 🟩
Chief Al Scientist at Meta, Yann LeCun, believes we're never going to get to human level AI by text:
Heck no!!! These people need to watch Matrix enough times to understand this is a very bad idea…
I hold a deep appreciation for stuff like this. It is heartwarming to see children engaging in clever projects.
🚀 In SE China’s Jiangxi, a teacher and his students built a two-stage rocket from plastic bottles and powered by water pressure! This is the kind of hands-on joy that makes science unforgettable.
The number one requirement to be a successful entrepreneur is having an unreasonable amount of determination. Be stubborn on goals, and persistent in finding ways around anything that might stop you getting there.
@garrytan Anyways. Next batch I guess 👍
@garrytan Lol cz some of us actually LOVE you guys with Capital letter L-O-V-E
Reports left speechless after witnessing Japan's new $70 million Maglev train in action at 310 mph.
Key moments in history.
Nvidia CEO Jensen talked about the first time ever that Elon Musk asked for his chips "When I announced this thing, nobody in the world wanted it. I had no purchase orders. Not, not one. Nobody wanted to buy it. Nobody wanted to be part of it, except for Elon." 🤝
From 1900 to 2000, new grid power capacity increased 10x every 30 years. In the last 25 years, it has grown only 1.3x. In the same period, China expanded 7x to roughly 10,000 TWh.
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