automl
6 articles about automl in AI news
AI Research Loop Paper Claims Automated Experimentation Can Accelerate AI Development
A shared paper highlights research into using AI to run a mostly automated loop of experiments, suggesting a method to speed up AI research itself. The source notes a potential problem with the approach but does not specify details.
Microsoft & CUHK Debut 'Medical AI Scientist' Agent That Generates Ideas, Runs Experiments, and Writes Papers
Microsoft Research and CUHK have developed an autonomous AI agent that can formulate research ideas, execute experiments, and author papers, achieving near-MICCAI quality on 171 clinical cases across 19 tasks.
OpenResearcher Paper Released: Method for Synthesizing Long-Horizon Research Trajectories for AI
The OpenResearcher paper has been released, exploring methods to synthesize long-horizon research trajectories for deep learning. This work aims to provide structured guidance for navigating complex, multi-step AI research problems.
An AI Agent Autonomously Tuned a Model and Beat Grid Search
A developer set up an AI agent to autonomously experiment with and tune a model's hyperparameters. The agent, working unattended, modified code and ran short training cycles, ultimately outperforming a traditional grid search.
Stuart Russell Warns of Rapid AI Self-Improvement: An AI with IQ 150 Could Upgrade Itself to 250
UC Berkeley's Stuart Russell warns that an AI system with human-level intelligence could rapidly self-improve to superintelligent levels, leaving humans behind. A recent Meta paper echoes concerns about the risks of autonomous self-improving systems worsening alignment problems.
AlphaEvolve: Google DeepMind's LLM-Powered Evolutionary Leap in AI Development
Google DeepMind has unveiled AlphaEvolve, a groundbreaking system that uses large language models to automatically write and evolve AI algorithms. This represents a paradigm shift where AI begins creating more advanced AI, potentially accelerating development beyond human capabilities.