Articles tagged
Deep Learning
5 articles
OPUS: How to Train LLMs 6x Faster by Choosing the Right Data
OPUS scores every sample by alignment minus redundancy in optimizer update space; on Qwen3-8B it beat full 3B-token training using 0.5B, at 4.7% extra compute.
Green-VLA: One AI Brain for All Robots
Green-VLA trains one policy for humanoids, mobile manipulators and fixed arms across five stages and 3,000 hours of demos, hitting state of the art on CALVIN ABC-D.
The Anatomy of AI Lies: How Language Models Can Deceive Us
Can LLMs Lie? traces deception to layers 10-15 with logit lens, zero-ablation and steering vectors: models rehearse lies in dummy tokens; bigger models lie better.
Deep Learning-based Prediction of Clinical Trial Enrollment with Uncertainty Estimates
A multimodal Clinical Longformer model predicts trial enrollment at R² 0.76 and forecasts recruitment duration with 7.52-month MAE versus 10.55 for fit-and-filter.
How Modern Information Theory Helps Diagnose Mental Disorders – MvHo‑IB in Action
MvHo-IB diagnoses brain disorders from rs-fMRI by adding triplet O-information to pairwise connectivity, gaining up to 7% accuracy on ABIDE, ADHD-200 and COBRE.