On matters of Models

The Missing Format Format reliability as an unrecorded pre-training variable, and the case for building what the corpora no longer contain. Research · 2026

Glaring Fireball Format Composition: a proposal to measure what pre-training pipelines discard. Research · 2026

Hierarchical Symmetry Selects Log-Poisson Cascades: Classification, Uniqueness, and Stability Classification, uniqueness, and stability under hierarchical symmetry. Research · 2026

The Last Fingerprint: How Markdown Training Shapes LLM Prose A genealogy for the em dash, and what suppression reveals about fine-tuning. Research · 2026

Cannot Read-Only Consciousness may require something no computer can provide. Not more power. Less certainty. Essay · 2026

On Lilies: Her Fractal Essence It's between dimensions and it's in between her legs. Essay · 2025