DEMETRI.XYZ← Home

WRITING

  • The Fairness–Discoverability Ceiling

    June 2026 · Research

    A four-day investigation that set out to build one frontier-resistant Terminal-Bench task and instead produced a worked negative result — why "spontaneously hard," "fair to grade," and "deterministically gradeable" could not be made to hold at once.

  • The Test That Broke Because the AI Was Right

    June 2026 · Research

    A four-day effort to build an AI eval that broke — because the model was reasoning correctly the whole time. On fairness, self-deception, and how you know when you’re fooling yourself.

  • The Lies I Loved

    June 2026 · Dynamics

    Meditations on time, truth, and the cost of self-deception.

  • The Great Forgetting

    June 18, 2026 · Dynamics

    On knowledge, wisdom, and the cost of infinite access—how we are outsourcing knowledge faster than we are preserving wisdom.

  • The Doldrums

    June 16, 2026 · Dynamics

    On consciousness, cognition, and human succession—how each technological upgrade quietly edits what it means to be human.

  • Mass Drift Theory

    May 2025 · Dynamics

    A macrodynamic framework for systemic shifts in collective opinion — formalizing the Drift Corridor and Nine Laws of engineered consensus.