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The numbers are quietly wrong and your AI won't tell you.
Modern CTO1 September 2026Watch on YouTube
What you'll learn
- You learn why LLMs can confidently make mistakes on financial data
- You understand why you should not use generative AI as a calculator for things like a business plan
- You discover why executives need to know how generative models actually work
- You see that using AI without understanding it is gambling rather than smart use
Frequently asked questions
Why can an LLM confidently make mistakes on financial data?
Generative AI models will give you an answer with confidence even when the numbers are quietly wrong. This is why you cannot simply feed an LLM your financials and expect it to build a correct business plan.
Why should an executive not treat AI as a magic calculator?
If you do not understand how a generative model actually works, you are not using AI, you are gambling. Executives need to understand how the models work so they do not treat them as a magic calculator.
Is an LLM suitable for building a business plan based on financial data?
No, that is exactly what the video points out. You cannot just feed an LLM your financials and expect it to build your business plan, because of the risk of confidently wrong answers.
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Description from the channel
You can't just feed an LLM your financials and expect it to build your business plan. Etienne breaks down why generative models will confidently give you an answer, even when the numbers are quietly wrong, and why that should terrify any exec treating AI like a magic calculator. If you don't understand how it actually works, you're not using AI. You're gambling. #AIStrategy #TechLeadership #DataGovernance