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// Stable Diffusion, Explained //
You've seen the Stable Diffusion AI art all over Twitter.
But how does Stable Diffusion _work_?
A thread explaining diffusion models, latent space representations, and context injection:
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AI Pub
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AI papers and AI research explained, for technical people. Get hired by the best AI companies: airtable.com/shr0Jv3aGS0PFj…
- Today: the 7th largest law firm on Earth announced a 3,500-lawyer deal with Harvey, an OpenAI-backed AI Lawyer startup: See below for: - Deal details - Harvey's capabilities (❗) - Harvey's open roles (I refer talent to them!) 1/6
- Best of AI Twitter (Nov 28 - Dec 6): - ChatGPT, - Design proteins with a text prompt (!) - @roon & @noahpinion on the future of work with AI, - NeurIPS 2022, - Stable Diffusion sped-up 20x, - @characterAI is building AGI, - The "Forward-Forward Algorithm", ... and more: 1/15
- Best of AI Twitter - January 11-25 (megathread): Andrej Karpathy builds "GPT from Scratch", A class-action lawsuit against Stability AI, Track human pose using WiFi alone, An LLM-native IDE, InstructPix2Pix & AdA, Training a world-class Rocket-league RL bot, ... and more: 1/22
- Best of AI Twitter (Jan 2 - 11): - Microsoft investing $10B to own 49% of OpenAI, - MedPaLM matches human doctors in medical accuracy, - The "LLM uncanny valley", - SOTA Muse and VALL-E models, - Stability AI's "DeepFloyd": a mysterious new research lab... ... and more: 1/17
- // Harvey: Legal AGI // Harvey is an OpenAI-backed GPT-4 startup building AI knowledge workers. They've signed deals with the largest law firms on earth, and are the fastest-growing LLM startup by revenue I know of. Everything you need to know about Harvey: 1/10
- Best of AI Twitter (Oct 30-Nov 6): - Terrifying OpenAI Codex demo 😅, - Meta AI teaches LLMs to fold proteins and solve math olympiad problems, - George Hotz leaves Comma for "tinycorp", - Broken Neural Scaling Laws, - E-book search + fashion-gen code demos, ... and more: 1/22
- Best of AI Twitter (Sept. 18-25): - OpenAI releases Whisper (human-level speech-to-text) - Adversarial, interactive deepfakes - Twitter "gossip" on how OpenAI gathers GPT-4's trillions of training tokens - The guts of Google's multibillion-parameter ad model ... and more: 1/15
- Best of AI Twitter (Sept. 4-11): - Neural head avatars via engineering alone, - Alex Karpathy continues his YouTube influencer journey, - Speech and music generation that *works*! via LM, - Roon drops sacred wisdom on the future of software (hint: LLMs) ... and more: 1/13
- Last two weeks in AI (Nov 13-27): - MinD-Vis: reading mental imagery from brain recordings, - Meta AI's CICERO plays human-level Diplomacy, - Stable Diffusion 2.0, - Galactica: science-generation text model, - Action-driven LLMs, - The future of data moats, ... and more: 1/14
- // Diplomacy AI thread-of-threads // Yesterday, Meta AI revealed CICERO, an AI system that beat 90% of human players at Diplomacy. Unlike Chess, Go, etc., Diplomacy requires multiplayer collaboration - and backstabbing! A CICERO thread-of-threads from Meta AI researchers: 1/9
- Best of AI Twitter (Oct 16-30) - megathread! - DeepMind trains RL transformers to "learn how to learn", - Holodeck & text-to-music demos, - Stability AI gets the $101M bag 💰, - Neural audio compression + Hokkien translation, - "Bleeding edge" research feed, ... and more: 1/24
- // Neural Radiance Fields (NeRFs), Explained // You've seen NeRFs all over Twitter - they generate 3D views from a few 2D photos. But what exactly are NeRFs? How do they work? We'll explain: - What NeRFs do - How NeRFs make images - Architecture + training ... and more: 1/17
- Best of AI Twitter (Oct. 2 - Oct. 9): - Whisper-powered Twitter video translation bot, - AlphaTensor discovers SOTA matmul algorithms, - Imagen + Phenaki text-to-video generation, - Scaling laws for RL agents, - Zero-shot encoder-decoder stitching, ... and more: 1/17
