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Unsloth has a great guide on fine tuning LLMs. > selecting the right model > preparing your own data > understanding quantisation, lora > training params & hyperparams > evaluation An SLM fine tuned for a specific task often shows better results than using a generic LLM. Fine…
"Gemini 3 Pro took my software job" ok, start here:
Rethinking Consciousness - This infographic is insane!
I recorded a 37-min tutorial on how to prompt with Gemini 3 to get the best UIs
Nano Banana Pro is wild. Here’s my favorite use case so far: take papers or really long articles and turn them into a detailed whiteboard photo. It’s basically the greatest compression algorithm in human history.
gemini 3: build a jarvis HUD interface for tony stark a quick experiment with mediapipe computer vision, threejs, and javascript
Finally had time to read & process this great post. I run into the pattern quite often, it goes: "<something that sounds wrong> is good actually, because <galaxy brain reason>" Galaxy brain reasoning is the best way to justify anything while looking / feeling good about it.…
These creators make AI/ML truly understandable the real heroes for anyone learning this field🤩
What you're watching here is a torus cycling through its eigenfunctions...the surface's pure standing-wave modes. An eigenfunction is a mode that, when the surface Laplacian operator acts on it, reproduces itself scaled by a constant...that constant fixes the natural frequency.…
Get them all here (free): docs.google.com/document/d/1Hr… I have one more thing before you go...👇
72 web links covering everything written about Jim Simons:
This is the ultimate "Second-Level Thinking" manifesto. The "fastest guy" is just a first-level thinker who gets to the obvious answer quicker. "Pondering" is the act of rejecting that obvious answer and sitting in the discomfort of the real problem, "thinking about it and…
>slow thinkers win because they see what fast thinkers skip >depth builds pattern recognition and pattern recognition beats raw intelligence every time >sit with problems longer than feels comfortable >>that’s where the real breakthroughs come
“I wasn’t the fastest guy in the world. I wouldn’t have done well in an Olympiad or a math contest. But I like to ponder. And pondering things, just sort of thinking about it and thinking about it, turns out to be a pretty good approach.’ – Jim Simons
AI is compression and correlation
All the great breakthroughs in science are, at their core, compression. They take a complex mess of observations and say, "it's all just this simple rule". Symbolic compression, specifically. Because the rule is always symbolic -- usually expressed as mathematical equations. If…
All the great breakthroughs in science are, at their core, compression. They take a complex mess of observations and say, "it's all just this simple rule". Symbolic compression, specifically. Because the rule is always symbolic -- usually expressed as mathematical equations. If…
solve leetcode; but use more math. most people treat leetcode as pattern memorization. brute force, optimize, done. that’s shallow engineering. real engineering is mathematical. you should: > visualize data structures geometrically. > analyze time complexity as asymptotic…
i spent the last 3 months building tinytpu.com, a minimal TPU that runs both batched inference and training fully on-chip! here's a breakdown of how it was built 🧵
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