{"type": "article", "title": "The Autoresearch Loop: How Instacart Uses AI Agents to Beat Production ML Baselines", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-autoresearch-loop-how-instacart-uses-ai-agents-to-beat-production-ml", "original_source": "https://mlnotes.substack.com/p/the-autoresearch-loop-how-instacart", "published": "2026-10-07T13:01:14+00:00", "accessed": "2026-10-07", "id": "the-autoresearch-loop-how-instacart-uses-ai-agents-to-beat-production-ml"}