Andrej Karpathy

Autonomous AI Research Agents: Unleashing Self-Improving Machine Learning on a Single GPU Imagine a world where machine learning research no longer requires endless hours of human debugging, hypothesis testing, and late-night experiment runs. Instead, AI agents take the wheel, autonomously iterating on code, running experiments, and stacking improvements overnight—all on a single consumer-grade GPU. This isn’t science fiction; it’s the reality introduced by Andrej Karpathy’s groundbreaking autoresearch project, which has sparked a revolution in how we think about AI-driven development.[1][2] ...

Enter vibe coding: a term that’s democratizing app creation for everyone, regardless of technical background.[1][2] This AI-assisted technique lets you instruct large language models (LLMs) to generate code from simple natural language descriptions, shifting focus from syntax struggles to creative ideation.[1][3] Coined by AI pioneer Andrej Karpathy in February 2025, vibe coding has exploded in popularity, earning spots as Collins Dictionary’s Word of the Year and a Merriam-Webster trending term.[1] In this comprehensive guide, we’ll define vibe coding, explore its origins, share practical tips for success, highlight top tools, and discuss its future impact on software development. ...