Tradoing

Research

Working papers

Notes and analysis on markets, data, and the machinery behind research that never makes up the numbers.

  1. 01

    Why language models invent P/E ratios

    A concrete explanation of why chatbots fabricate financial figures, why the problem is structural rather than a lack of scale, and why sourcing rather than a bigger model is the fix.