Archive

All 2,608 AI stories, newest first · page 5 of 109

PEARL: New AI System Solves Complex Optimization Problems from Plain Language Instructions
research

PEARL: New AI System Solves Complex Optimization Problems from Plain Language Instructions

Researchers introduced PEARL, an AI system that translates natural language descriptions of real-world decision problems into formal optimization models and executable solver code. Unlike one-shot approaches, PEARL iteratively refines its solutions by executing code, incorporating solver feedback, and correcting errors — making powerful optimization accessible to non-experts.

GNN-Based Link Prediction: New Taxonomy Categorizes AI Techniques for Inferring Missing Network Connections
research

GNN-Based Link Prediction: New Taxonomy Categorizes AI Techniques for Inferring Missing Network Connections

A comprehensive ArXiv review systematically categorizes Graph Neural Network (GNN) techniques for link prediction, covering underlying architectures and diverse graph structures. The taxonomy aims to improve recommendation systems, fraud detection, and social network analysis by better inferring missing or future connections in data.

AI Models Often Commit to Wrong Answers Before Reasoning, New Study on Qwen3-8B Shows
research

AI Models Often Commit to Wrong Answers Before Reasoning, New Study on Qwen3-8B Shows

A new study on the open-weight LLM Qwen3-8B reveals that AI models frequently commit to an answer before reasoning through a problem — even when the answer contradicts the task premise. Using a simple car wash scenario, researchers found the model recommended walking instead of driving in 85–100% of cases, despite driving being the only logical choice.