Draft

We're seeing even more autonomous AI coworkers. The new MLE agent on the market is Disarray. In Kaggle competitions, Disarray: - won 28 medals across diverse domains (vision, NLP, tabular data) - placed top 10 in nine competitions - outperformed all human teams in one of those competitions ...each within 24 hours on a single GPU. The agent starts from a high-level task description and plans, runs, and refines ML workflows on its own and also grabs data beyond what it's given: it discovers and augments data using publicly available sources. Sam Altman recently predicted we would see an automated AI researcher in March 2028. And then you see stats like this and wonder if it will be earlier. Disarray backers include the co-founder of Databricks and Perplexity, the founder of Kaggle, the former U.S. Chief Data Scientist, and yours truly. Founders are two bad ass PhDs (ex-Databricks/Google/LinkedIn/MSFT, ex-NASA/IBM) that met at Cal.