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AI & Machine Learning

The most popular blog posts about ai & machine learning on Hacker News. 6,324 posts.

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2161

Infrastructure for Deep Learning

Deep learning is an empirical science, and the quality of a group’s infrastructure is a multiplier on progress. Fortunately, today’s open-source ecosystem makes it possible for anyone to build great deep learning infrastructure.

2162

DeepSpeech 0.6

The Machine Learning team at Mozilla continues work on DeepSpeech, an automatic speech recognition (ASR) engine which aims to make speech recognition technology and trained models openly available to developers. ...

2165

Don't trust large context windows

I recently watched a video that put a name on something I'd been feeling. The author splits an LLM's context window into two zones. There's the smart zone , where the model is sharp, and the dumb zone , where attention drops off and the model starts forgetting what you told it five minutes ago. The cutoff sits…

2170

Generally capable agents emerge from open-ended play

In recent years, artificial intelligence agents have succeeded in a range of complex game environments. For instance, AlphaZero beat world-champion programs in chess, shogi, and Go after starting out with knowing no more than the basic rules of how to play. Through reinforcement learning (RL), this single system…

2178

Image GPT

We find that, just as a large transformer model trained on language can generate coherent text, the same exact model trained on pixel sequences can generate coherent image completions and samples. By establishing a correlation between sample quality and image classification accuracy, we show that our best generative…

2188

Bunny AI

Bunny.net introduces Bunny AI, a multi-model image engine creating images via simple URLs. Powered by OpenAI and StabilityAI, Bunny AI generates dynamic profile avatars and more. Try it free in our experimental release and help us shape the future of internet performance!