‘The chatbot is outdated’ – The Markup

‘The chatbot is outdated’ – The Markup

‘The chatbot is outdated’ – The Markup

https://themarkup.org/machine-learning/2026/03/07/california-colleges-spend-millions-on-faulty-ai-systems-the-chatbot-is-outdated

Publish Date: 2026-03-07 03:00:00

Source Domain: themarkup.org

  • Investment in AI Chatbots: California community college districts are investing millions of dollars in AI-powered chatbots to assist students with admissions, financial aid, and campus services.

  • Inconsistencies and Errors: Despite the investments, the chatbots still struggle to provide clear and accurate responses, leading to student frustration and reliance on unofficial social media channels for information.

  • Test Results: In tests conducted by The Markup and CalMatters, chatbots performed well on general questions but faltered with specific and nuanced inquiries, and even failed to correctly name current college officials.

  • High Costs: Contracts for these chatbots can be expensive and last for several years, costing districts from $151,000 to nearly half a million dollars annually.

  • Efforts to Improve: District officials acknowledge the limitations of the chatbots and are working on technological upgrades, including the integration of AI that scrapes the college’s website to generate more reliable answers.

  • Student Perspectives: Students like those interviewed for the article report that they rarely trust the chatbots for critical information due to the risk of receiving inaccurate guidance.

  • Future Plans: The Los Angeles Community College District, among others, plans to transition to new AI chatbot platforms, aiming to modernize the technology with better accuracy and utility.

  • Cost Justification: District officials argue that the heavy use of these chatbots outweighs the drawbacks, as handling the same volume of inquiries by traditional means would significantly increase operational costs.