In contrast to maximum-likelihood inference, Bayesian inference can take into account prior expectations. In the context of phylogenetic inference, this means for example that substitution rate ...

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

Learn how models predict a known function, estimate uncertainty, and choose new experiments. All tutorials use f(x) = sin(3x) + 0.2x with Gaussian measurement noise of standard deviation 0.15. The ...

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

Laboratory of Neural Computation, Institute for Quantitative Biosciences, the University of Tokyo, Tokyo, Japan Department of Life Sciences, Graduate School of Arts and Sciences, the University of ...

Generative AI has reshaped how software gets built. What began as line-by-line autocomplete now spans full application ...