Univalgo

Working papers

Articles. Testable. Not a feed.

Longer notes on ranking, identity, and how to tell the lens from the structure. Read them. Run the loop. Keep what holds.

  1. Working paper

    Why fakeness ranks

    If reality is ranking signal, why do fake people appear to win? Short-term ranking rewards energy and persistence more than coherence. The sorting is slower than a morality play.

  2. Working paper

    Identity as tool

    Fusion makes you easier to run and harder to update. The skill is not having no identity. It is putting one on for a job, running it without becoming it, and taking it off.

  3. Working paper

    Lens versus structure

    Fluency with Univalgo increases noticing for two reasons at once. Some of it is better reading. Some of it is the lens. How to tell them apart without killing the model.