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Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
3mo ago
I Don’t Want a Learning Dashboard for My Child
Often debates about education are framed as non-tech versus AI approaches, but too often, AI ed tech just magnifies the same failures of traditional school.

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
4mo ago
Breaking the Spell of Vibe Coding
Vibe coding is the creation of large quantities of highly complex AI-generated code, often with the intention that the code will not be read by humans. It has c

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
6mo ago
A Guide to Solveit Features
Large language models make it remarkably easy to generate code. Ask ChatGPT or Claude to build an application, and you’ll receive hundreds of lines of working c
Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
7mo ago
Let’s Build the GPT Tokenizer: A Complete Guide to Tokenization in LLMs
18 months ago, Andrej Karpathy set a challenge : “Can you take my 2h13m tokenizer video and translate the video into the format of a book chapter”. We’ve done i

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
1y ago
What AI can tell us about microscope slides
This article was originally posted on rachel.fast.ai , where Rachel has been writing about her journey as an AI researcher returning to school for immunology.
Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
1y ago
A New Chapter for fast.ai: How To Solve It With Code
Update from Jeremy 11 months later : This was so popular it sold out within 24 hours of me posting this. We’ve got a page with hundreds of comments from the alu

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
A new old kind of R&D lab
Jeremy Howard (founding CEO, previously co-founder of Kaggle and fast.ai) and Eric Ries (founding director, previously creator of Lean Startup and the Long-Term

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Can LLMs learn from a single example?
Summary: recently while fine-tuning a large language model (LLM) on multiple-choice science exam questions, we observed some highly unusual training loss curves

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
The real risk of AI is how it concentrates power
Friends with no previous interest in AI ethics have begun asking me questions in the wake of the release of ChatGPT4, Bard, and Bing Chat. This new generation o

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
AI Safety and the Age of Dislightenment
Proposals for stringent AI model licensing and surveillance will likely be ineffective or counterproductive, concentrating power in unsustainable ways, and pote

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
3y ago
From Deep Learning Foundations to Stable Diffusion
Today we’re releasing our new course, From Deep Learning Foundations to Stable Diffusion , which is part 2 of Practical Deep Learning for Coders .

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
3y ago
GPT 4 and the Uncharted Territories of Language
“ The limits of my language mean the limits of my world. ” — Ludwig Wittgenstein
DeepCamp AI