{"type": "article", "title": "California colleges spend millions on faulty AI systems'The chatbot is outdated'", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/california-colleges-spend-millions-on-faulty-ai-systems-the-chatbot-is-outdated", "original_source": "https://themarkup.org/machine-learning/2026/03/07/california-colleges-spend-millions-on-faulty-ai-systems-the-chatbot-is-outdated", "published": "2026-07-15T16:38:18+00:00", "accessed": "2026-07-15", "id": "california-colleges-spend-millions-on-faulty-ai-systems-the-chatbot-is-outdated"}