Models

Can large language models work out the true world?

Back within the seventeenth century, German astronomer Johannes Kepler discovered the laws...

Simpler models can outperform deep learning at climate prediction

Environmental scientists are increasingly using enormous artificial intelligence models to make predictions...

Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning

Machine learning models are powerful, but sometimes they produce predictions that break human intuition. Imagine this: you’re predicting house prices. A 2,000 sq. ft. house is predicted cheaper than a 1,500 sq. ft. home. Sounds...

Researchers glimpse the inner workings of protein language models

Throughout the past few years, models that may predict the structure or...

Biggest AI Week of the Yr? Recent Models From OpenAI, Claude, and Deepmind

Good morning. It’s Wednesday, August sixth.On this present day in tech history: In 2010Google quietly accomplished its acquisition of Metaweb, the corporate behind Freebasea structured knowledge graph that became the backbone of what...

OpenAI has finally released open-weight language models

“The overwhelming majority of our customers are already using numerous open models,” said Casey Dvorak, a research program manager at OpenAI, in a media briefing in regards to the model release. “Because...

When Models Stop Listening: How Feature Collapse Quietly Erodes Machine Learning Systems

A was implemented, studied, and proved. It was right in its predictions, and its metrics were consistent. The logs were clean. Nevertheless, with time, there was a growing variety of minor complaints: edge...

The unique, mathematical shortcuts language models use to predict dynamic scenarios

Let’s say you’re reading a story, or playing a game of chess....

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