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Six questions, one worked example, and a dialogue you can try today
Use six Socratic questions to clarify a claim, look for evidence, and revise your view. Includes a worked example and a five-minute practice dialogue.
Why Billion-Dollar Neural Networks Can’t Replace a Simple Spreadsheet and a History Book
Wall Street’s new AI models are repeating the same mistakes as the quant funds of yesteryear, mistaking historical patterns for intrinsic value. Marcus Thornewood explains why the next digital stampede will be a gold mine for the disciplined investor.
Marcus Thornewood
May 15, 2026
5 min
by Mei Lin 
