DeepSeek Insider Reveals Self-Improving AI Agents Are Almost Here

DeepSeek compares China and US AI lab conditions; standardized schooling vs interest-driven training shapes early talent development.

Where Reinforcement Learning Plus Human Oversight Works Best

When RL is paired with human oversight, teams can shape how systems learn, correct course when context changes, and ensure ...
IEEE

DeepGSR: Deep group-based sparse representation network for solving image inverse problems

Abstract: In the past few years, group-based sparse representation (GSR) has emerged as a powerful paradigm for image inverse problems by synergizing model-driven interpretability with nonlocal ...
The New York Times

These Three Red States Are the Best Hope in Schooling

Students at an elementary school in Hollandale, Miss.Credit... Supported by By Nicholas Kristof Photographs by Lynsey Addario Mr. Kristof is an Opinion Columnist who reported from Alabama and ...
IEEE

Uncertainty-Aware Hyperspectral Image Reconstruction from RGB Measurements Using Unrolled Sparse Coding

Abstract: Reconstructing hyperspectral images (HSIs) from RGB measurements is a fundamentally ill-posed problem that requires an effective HSI prior. Recent deep learning-based approaches address this ...