AI & Computational Science
AI & Computational Science
Artificial intelligence, machine learning, and computational methods shaping the future of science.
Science Explainers
What Is AI Model Generalization and Out-of-Distribution Performance? A Complete Guide
What Is AI Model Generalization and Out-of-Distribution Performance? A Complete Guide Imagine training an artificial intelligence system to recognize cats…
Explainer · AI & Computational ScienceWhat Is AI Training Data Poisoning and Adversarial Contamination? A Complete Guide to AI’s Hidden Vulnerability
What Is AI Training Data Poisoning and Adversarial Contamination? A Complete Guide Imagine a student who learns entirely from a…
Explainer · AI & Computational ScienceWhat Is AI Data Quality and Decentralized Learning? A Complete Guide
What Is AI Data Quality and Decentralized Learning? A Complete Guide Imagine training an artificial intelligence system without ever gathering…
Latest Research
AI & Computational Science
Breaking the Reasoning Horizon in Entity Alignment Foundation Models
AI & Computational Science
Why Do Reasoning Models Lose Coverage? The Role of Data and Forks in the Road
AI & Computational Science
AI decision systems show troubling inconsistency in predictions, new audit reveals
AI & Computational Science
Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and SAE-Family Effects
AI & Computational Science
MoPLEx: Estimating Plackett-Luce Mixture Models for Multi-Objective Alignment
AI & Computational Science
FastSLM: Hierarchical Temporal Abstraction for Efficient Long-Form Speech Adaptation
AI & Computational Science
AI Agent Uses Past Experience to Answer Complex Database Questions
AI & Computational Science
AI learns to understand full movie plots from 20,000 short films
AI & Computational Science
Trajectory balance: Improved credit assignment in GFlowNets
AI & Computational Science
GAN-Diff : Coupling Pretrained WGAN-GP Features with Conditional Diffusion U-Nets
AI & Computational Science
Post-Training VLMs for Video Mistake Detection
AI & Computational Science