Mark Cuban, the entrepreneur and investor known for his role on Shark Tank, posted on X on Friday, November 6, 2026, advising individuals and businesses to utilize Large Language Models (LLMs) for a detailed analysis of their healthcare benefits contracts. Cuban suggested feeding contract PDFs, including those from brokers or consultants, into multiple LLMs with specific prompts. He recommended asking the LLM to identify issues with the prompt “Where are they fucking me over and what can I do about it”. Cuban then proposed using the output from the first analysis to prompt a different LLM with “What did this analysis get right and wrong and what would you change”. He stated that this process, across various LLMs like Claude, ChatGPT, Gemini, and Grokbot, helps ensure accuracy, asserting: “They are better than your broker or consultant and can save you money and make sure the contracts are fair.”
The application of artificial intelligence for financial analysis and operational efficiency is expanding. OpenAI is reportedly considering an IPO in 2027, following a doubling of enterprise revenue and 70% growth in its third quarter. Micron's stock has seen a $1,600 target, with analysts citing the AI boom as a driver for potential upside. This growth indicates a broader trend toward integrating advanced AI solutions into business operations for competitive advantage and cost management.
Cuban's view implies that AI tools can democratize access to sophisticated contract analysis, potentially empowering consumers and smaller businesses to better negotiate terms. His advice highlights the potential for LLMs to act as independent auditors, offering insights that might otherwise require expensive human expertise. This could lead to increased transparency and pressure on service providers to offer more equitable terms in healthcare and potentially other complex contractual domains.
