FWS_Dev @FWS_Dev
Joined June 2020-
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New Followers, a tutorial with no prerequisite in differential geometry needed! "An Elementary Introduction to Information Geometry" 👉 tinyurl.com/ElementaryIG/ Video: 👉youtube.com/watch?v=w6r_js… See also "The Many Faces of Information Geometry" PDF 👉ams.org/journals/notic…
Just got a collection of o4-mini agents to collectively critique and work together on a piece of a research problem that I solved on my own that took about a week. It’s clear at this point that the latent capabilities of these models is much larger than is accessible via 1-shot…
btw by far the most interesting new pattern we are seeing in @latentspacepod (upcoming with @OlivierDDR and @sdrzn and @pashmerepat) is that people are using @claude_code and @cline for non-coding tasks and this is becoming surprisingly effective for things like sales/BI…
What if robots could dream inside a video generative model? Introducing DreamGen, a new engine that scales up robot learning not with fleets of human operators, but with digital dreams in pixels. DreamGen produces massive volumes of neural trajectories - photorealistic robot…
As a trader, there is barely a time that you can transparently share edge, but since FTX has gone down, it is clear that this strategy is never coming back, and I thought I would share insight on how i extracted round 5000% of value from the incompetency off SBF (1/x)
Putting together a thread-of-threads on options and derivatives. It's kind of hard because I never tag them with the stupid thread symbol (i hate it). If you have others of mine you like can you append them to the end please?
Web3 支付万字研报:行业巨头的全军出击,有望改变现有加密市场格局 和 @DianeCheung6 理了一下 Web3 支付的内容,由于Web3 支付涵盖稳定币、钱包、托管、交易等所有金融基建,了解其广泛用例和潜在优势对所有 Web3 参与者至关重要。 🧵 + slides 👇 0/ 24 mp.weixin.qq.com/s?__biz=MzIyNz…
Introducing Manus: the first general AI agent. Try Manus today and see the future of human-machine collaboration: manus.im
The coolest autonomous coding agent I've seen recently: use AI to write better CUDA kernels to accelerate AI. AutoML is so back! The highest leverage thing you can do with your compute resources is to increase the future productivity of the same compute. It aligns all the stars…
We reproduced DeepSeek R1-Zero in the CountDown game, and it just works Through RL, the 3B base LM develops self-verification and search abilities all on its own You can experience the Ahah moment yourself for < $30 Code: github.com/Jiayi-Pan/Tiny… Here's what we learned 🧵
My deep learning course @unige_en 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 (400k downloads!) fleuret.org/lbdl/
The inference optimization techniques described in these two posts are so effective people wrote papers based on these two articles. They are able to serve more than 20k inference requests per second. Part 1: research.character.ai/optimizing-inf… Part 2: research.character.ai/optimizing-ai-…
In this video, I'll be deriving and coding Flash Attention from scratch. No prior knowledge of CUDA or Triton is required. Link to the video: youtu.be/zy8ChVd_oTM All the code will be written in Python with Triton, but no prior knowledge of Triton is required. I'll also…
Currently in 1st place in the 2024 US Investing Championship (1 Million Dollar Division) with +308.6% YTD and 5th place in the 20K Dollar Division with 339.1% through Nov 30th. 📊 As a trader with 15 years of experience, I’d like to share a realistic perspective on trading and…
[Long Tweet Ahead] I just have to say, I’m genuinely impressed by DeepSeek. 💡 It’s no wonder their reports are so elegant and fluffless. Here’s what I noticed about their culture, a space where real innovation thrives, during my time there ↓ — — — — — 🌟 1. Be nice and careful…
I wanted to share some independent research I did in LLM Interpretability! This work provides a microscope into the “dark matter” of current interpretability approaches. TL;DR it is an alternative to SAEs which learns a hierarchy of features instead of a sparse dictionary.
I am particularly bullish on using mechanistic interpretability (especially SAEs) to better understand and discover new knowledge about biology and medicine. "Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models"…
@swyx Are you referring to the AI canon post? a16z.com/ai-canon/
Thanks for all the warm wishes, everyone! I couldn’t write my yearly AI research review, but here’s my list of bookmarked papers you might find useful: magazine.sebastianraschka.com/p/llm-research… And no worries, I’m slowly but steadily recovering & already starting to feel bit better every day 😊
If you are looking for something to read/study this weekend, I added lots of LLM-related bonus from-scratch coding resources over the last few months (from implementing Llama 3.2 to preference tuning with DPO): github.com/rasbt/LLMs-fro… I hope you find them useful!

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