On matters of Learning

The Announcement Carries the Cue: Markup, Boundaries, and the Notation of Pre-Training Corpora Markup, boundaries, and the notation of pre-training corpora. Research · 2026

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

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