Goodbye, Llama? Meta launches new proprietary AI model Muse Spark — first since Superintelligence Labs' formation

Meta reports that Muse Spark achieves its reasoning capabilities using over an order of magnitude less compute than Llama 4 ...
GitHub

Comprehensive Single-Cell RNA-Seq Analysis Pipeline

1. Introduction: What is Single-Cell RNA Sequencing? Traditional RNA sequencing (Bulk RNA-seq) gives the average gene expression of millions of cells in a tissue. Single-Cell RNA Sequencing (scRNA-seq ...
InfoWorld

Google targets AI inference bottlenecks with TurboQuant

Google says its new TurboQuant method could improve how efficiently AI models run by compressing the key-value cache used in LLM inference and supporting more efficient vector search. In tests on ...
Frontiers

Computational Frameworks for Decision-Making: From Bayesian Inference to Reinforcement Learning Models

The ability to make adaptive decisions in uncertain environments is a fundamental characteristic of biological intelligence. Historically, computational ...
IEEE

Robust Statistical Inference for Accelerated Life-Tests With One-Shot Devices Under Log-Logistic Distributions

Abstract: A one-shot device is a unit that operates only once, after which it is either destroyed or needs to be rebuilt. For this type of device, the operational status can only be assessed at a ...
GitHub

Bayesian Inference of Species Networks

Outline In this tutorial I am going to present the use of SpeciesNetwork (Zhang et al. 2017), which is implemented as an add-on package for BEAST2 (Bouckaert et al. 2019) and allows the joint Bayesian ...
Investopedia

Median: What It Is and How to Calculate It, With Examples

Vikki Velasquez is a researcher and writer who has managed, coordinated, and directed various community and nonprofit organizations. She has conducted in-depth research on social and economic issues ...
IEEE

How Much Confidence Do We Have for GenAI-Based Reasoningƒ A Statistical Inference Perspective for Reliability Estimation

Abstract: This paper investigates the confidence of using GenAI-based models in performing quantitative reliability reasoning, specifically focusing on estimating the shape and scale parameters of ...
eLife

A mechanistic theory of planning in prefrontal cortex

This important study advances our understanding of the neural substrate of planning trajectories towards a goal by using recurrent neural networks. The manuscript provides solid evidence for most of ...