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George Hotz
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← Prometheans 100+ George Hotz

tinygrad creator, comma.ai founder, hacker legend

George Hotz

Founder — comma.aiCreator — tinygrad

Profile

George Hotz — known online as geohot — is a hacker in the original sense of the word: someone who takes systems apart to understand them, publishes the teardown, and dares you to stop him. He became famous at 17 for the first iPhone jailbreak in 2007, then earned a lawsuit from Sony for jailbreaking the PS3. Two decades later he is one of the most watched independent AI engineers on the internet, mostly because he live-codes everything and refuses to treat any software stack — CUDA, LLVM, PyTorch — as sacred.

In 2015 he founded comma.ai, a company built on the heretical bet that a $1000 dashcam-sized device running open-source software (openpilot) can deliver Level 2 autonomy as good as Tesla Autopilot. It works, ships to real drivers, and has probably the most honest self-driving engineering culture of any company in the space — engineers post their commits publicly and the whole thing lives on GitHub. His famously combative meeting with Elon Musk about joining Tesla is part of the origin story.

What matters most to developers learning AI today is tinygrad and his new company the tiny corp. tinygrad is a ~10k-line deep learning framework that implements the minimum viable autograd, lazy tensor, and kernel compiler — and nothing else. Reading tinygrad is the fastest way on Earth to understand what PyTorch actually does under the hood: how a matmul becomes a kernel, how backprop works when you can hold the entire graph in your head. Hotz live-streams the development on YouTube, bugs and all. For anyone coming from a Chip Huyen book or an Andrej Karpathy lecture wanting to go one level deeper into the metal, this is the move.

He is also on a crusade against NVIDIA’s moat, writing open-source drivers for AMD GPUs so consumer cards can run AI workloads without the CUDA tax. Whether or not tiny corp succeeds as a business, the body of work he’s putting in public is a gift to anyone trying to understand AI infrastructure from first principles. Loud, abrasive, sometimes self-sabotaging — but almost nobody in the field shows their work this openly.

Key Articles & Papers

The tiny corp raised $5.1M 2023 — The announcement post laying out why he thinks NVIDIA's CUDA monopoly is beatable and what tinygrad is trying to become. tinygrad: A simple and powerful neural network framework 2020 — The README and source of the framework itself — the single best piece of educational AI infrastructure code on GitHub. openpilot 2016 — Open-source driver assistance system running on 250+ supported car models. The repo is the thesis statement of comma.ai. Outside the box — jailbreaking the iPhone 2007 — The original blog documenting the first iPhone unlock at age 17 — where the geohot legend begins. Hacking the Hacker (comma.ai blog) 2016 — Long-running engineering blog with posts on learning to drive from raw video, calibration, and the economics of shipping a hardware product.

Videos

YouTube video
YouTube video

Spotify Podcasts

AI Doom Debate: George Hotz vs. Liron Shapira
AI Doom Debate: George Hotz vs. Liron Shapira
GDP is fake, electricity is real | George Hotz
GDP is fake, electricity is real | George Hotz
The Real Future of AI with George Hotz
The Real Future of AI with George Hotz
#387 – George Hotz: Tiny Corp, Twitter, AI Safety, Self-Driving, GPT, AGI & God
#387 – George Hotz: Tiny Corp, Twitter, AI Safety, Self-Driving, GPT, AGI & God
#132 – George Hotz: Hacking the Simulation & Learning to Drive with Neural Nets
#132 – George Hotz: Hacking the Simulation & Learning to Drive with Neural Nets
George Hotz: Comma.ai, OpenPilot, and Autonomous Vehicles
George Hotz: Comma.ai, OpenPilot, and Autonomous Vehicles
George Hotz Hacked Everything (tinycorp)
George Hotz Hacked Everything (tinycorp)
Commoditizing the Petaflop — with George Hotz of the tiny corp
Commoditizing the Petaflop — with George Hotz of the tiny corp
George Motz Is Saving the American Hamburger
George Motz Is Saving the American Hamburger
LA Riots & The Waymos Are Set On Fire (Ft. Liv Boeree & George Hotz)
LA Riots & The Waymos Are Set On Fire (Ft. Liv Boeree & George Hotz)
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