The Lab

    Your experiments, signals, and validations.

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    Recent Signals

    Collapse-on-self-output reproduced on a second architecture; the quoted death-point moved by ~5x.

    2026-08-22Generated video cannot hold still, and the numbers we quote do not travel

    Same protocol vs a frontier model: 20 s vs 28.8 min (86x).

    2026-08-10Generated video cannot hold still, and the numbers we quote do not travel

    Real fixed camera 28.8 min still. Generated footage ≤4 s.

    2026-08-01Generated video cannot hold still, and the numbers we quote do not travel

    Destroy 80% of chroma; SSIM stays 0.9998 on three autoencoders on the Orin.

    2026-08-01Generated video cannot hold still, and the numbers we quote do not travel

    After segmenting the 'somewhat disappointed' cohort and shipping against their specific blockers, the 'very disappointed' share reached 58% — above the threshold, and sustained.

    2019Superhuman's PMF engine (annotated case study)

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