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Articles on Philipp D. Dubach | Quantitative Finance & AI Strategy · Apr 8, 2026

Ambiguity by Design

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× Investing at the Edge of Knowledge, Part 2 · Start with Part 1 Ellsberg’s urn experiment is one of the cleanest results in decision theory. Daniel Ellsberg (1961) put two urns in front of subjects. Urn A: 50 red balls, 50 black. Urn B: 100 balls, red and black, ratio unknown. Pay $100 if you draw the right color. Most people chose Urn A, the known 50/50 bet. Fine so far. But here’s…

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