The next leap in human-machine co-engineering pairs LLMs with explicit causal models to inspect, test, and justify critical ...

Compare LLM inference frameworks for production serving, request batching, KV cache management, and efficient deployment.

Bayesian inference is fundamental to interpreting diagnostic evidence, yet individuals often fail to integrate base rates and test characteristics when evaluating test results. Key questions are ...

Nvidia and Cerebras both have SRAM-based solutions that could make them leaders in inference. AMD's chiplet design lets it package its chips with more HBM, a memory technology invented by memory ...

This repository contains the material for tutorials on two topics constituting a paradigm shift for analyzing quantitative data from empirical studies: Statistical causal inference (SCI): a framework ...

We explore how quantum computation – a computing method based on the principles of quantum physics – could be applied to Bayesian inference – an approach to updating beliefs and making predictions ...

Stanford adjunct professor and successfully exited founder Zain Asgar just raised an $80 million Series A for a startup that solve the AI inference bottleneck problem in an astute way. The round was ...

A significant shift is under way in artificial intelligence, and it has huge implications for technology companies big and small. For the past half-decade, most of the focus in AI has been on training ...

Lotteries are hard to win. The odds of hitting the Powerball jackpot are so tiny that, as a CNN commenter once put it, you have a better chance of becoming an astronaut, dating a supermodel, and ...

In this tutorial, we explore hierarchical Bayesian regression with NumPyro and walk through the entire workflow in a structured manner. We start by generating synthetic data, then we define a ...

A research article by Horace He and the Thinking Machines Lab (X-OpenAI CTO Mira Murati founded) addresses a long-standing issue in large language models (LLMs). Even with greedy decoding bu setting ...