What does it mean to compute? Framework maps hidden computations running inside natural dynamic systems

Some computers are easy to spot. Artificial, human-built computers like those found in smartphones and laptops are abstract dynamic systems with observable computational elements like input, output, ...

Perplexity announces “Computer,” an AI agent that assigns work to other AI agents

Perplexity has introduced “Computer,” a new tool that allows users to assign tasks and see them carried out by a system that coordinates multiple agents running various models.
IEEE

Optimizing Manufacturing Process With Knowledge Graph-Based Adaptive Neural Network: Approach to Industry 5.0 Consumer Electronics

Abstract: In the era of Industry 5.0, where smart systems and individual consumer needs are paramount, this study addresses the critical issue of precision product manufacturing, particularly in the ...
IEEE

Dynamic Causal Entropy-Spatiotemporal Convolutional Network for Quality-Related Fault Diagnosis of Large-Scale Industrial Processes

Abstract: As large-scale industrial processes evolve toward greater complexity, the increasing interdependence of networked and dynamic process data has a critical impact on product quality, creating ...