The Edge of Mathematics

Tao: Today there are a lot of very tedious types of mathematics that we don’t like doing, so we look for clever ways to get ...
InfoWorld

Multi-token prediction technique triples LLM inference speed without auxiliary draft models

With reported 3x speed gains and limited degradation in output quality, the method targets one of the biggest pain points in production AI systems: latency at scale.

Researchers baked 3x inference speedups directly into LLM weights — without speculative decoding

Researchers from the University of Maryland, Lawrence Livermore, Columbia and TogetherAI have developed a training technique that triples LLM inference speed without auxiliary models or infrastructure ...
GitHub

Variational free energy method source code for hydrogen Hugoniot

Pretrain and train models for warm dense hydrogen or deuterium Compute equation of state for hydrogen in warm dense matter region Visualize results and compute Hugoniot curves If you use this code in ...
IEEE

An Improved Variational Autoencoder and Graph Attention Network Method for Wear Prediction of Aerospace Self-Lubricating Bearing Using Acoustic Emission Signal

Abstract: Aerospace self-lubricating bearings are critical components in aircraft transmission systems, where wearinduced degradation under high-load and dynamic conditions poses significant ...