My 8000-word note on agents: huyenchip.com//2025/01/07/...

1. An AI-powered agent's capability is determined by its tools and its planning ability
2. How to select the best tools for your agent
3. How to augment a model’s planning capability
4. Agent’s failure modes

Feedback is much appreciated!

Does GitHub Copilot in VS Code have full project context? Yes! Just use @ workspace

And with intent detection, Copilot will automatically include @ workspace for you.

Available to everyone today with GitHub Copilot Free. Learn more: aka.ms/copilot-free

I look at unusual trades in the market and built software for it.

Look at this.

RoaringKitty aka DFV came back today after not tweeting for months.

Someone loaded GameStop $GME $35 calls expirying TOMORROW which is 29% OTM in ONE DAY!!!!

For anyone interested in fine-tuning or aligning LLMs, I’m running this free and open course called smol course. It’s not a big deal, it’s just smol.

🧵>>

BREAKING: The US Federal Trade Commission has opened an antitrust investigation of Microsoft, $MSFT, drilling into everything from the company’s cloud computing and software licensing businesses to cybersecurity offerings and artificial intelligence products.

If you find yourself with too much free time over the (long) weekend / holidays, I have ~3h Building an LLM from the Ground Up workshop on YouTube that may come in handy: m.youtube.com/watch?v=quh7...

My deep learning course at the University of Geneva is available on-line. 1000+ slides, ~20h of screen-casts. Full of examples in PyTorch.

fleuret.org/dlc/

And my "Little Book of Deep Learning" is available as a phone-formatted pdf (nearing 700k downloads!)

fleuret.org/lbdl/