# Eric Freeburg — Independent Research

> Independent research by E. M. Freeburg. Research, Essays, and thought on questions that recur across culture, character, and public life. Free to read in full.

Every work here is filed under the subjects it touches instead of by date or category, and each of those subjects is a page of its own. Everything canonicalizes at this origin — the work lives here rather than being a copy of somewhere else — so a link below is the work itself.

## Markdown preferred

Every work below is also served as the Markdown it was written in, at the same address with index.md in place of the page. It is the same document without the frame, and it carries the work's title, author, dates, canonical address, and how to cite it. Prefer it. The pages listed after it are the canonical addresses and the ones to link to.

- [The Announcement Carries the Cue: Markup, Boundaries, and the Notation of Pre-Training Corpora](https://ericfreeburg.com/last-fingerprint/announcement-carries-cue/index.md)
- [The Missing Format](https://ericfreeburg.com/last-fingerprint/missing-format/index.md)
- [Glaring Fireball](https://ericfreeburg.com/last-fingerprint/glaring-fireball/index.md)
- [Hierarchical Symmetry Selects Log-Poisson Cascades: Classification, Uniqueness, and Stability](https://ericfreeburg.com/hierarchical-symmetry/index.md)
- [The Last Fingerprint: How Markdown Training Shapes LLM Prose](https://ericfreeburg.com/last-fingerprint/index.md)
- [Cannot Read-Only](https://ericfreeburg.com/cannot-read-only/index.md)
- [On Lilies: Her Fractal Essence](https://ericfreeburg.com/the-hang/on-lilies/index.md)
- [On Breasts: The Hang Coefficient](https://ericfreeburg.com/the-hang/index.md)

## Articles

- [The Announcement Carries the Cue: Markup, Boundaries, and the Notation of Pre-Training Corpora](https://ericfreeburg.com/last-fingerprint/announcement-carries-cue/): Notation as an unrecorded training variable, measured on three fronts — what corpora carry, what readers use, what writers impose — and the pure frame those measurements imply.
- [The Missing Format](https://ericfreeburg.com/last-fingerprint/missing-format/): Structural markup is a perfectly reliable boundary cue: a census of ten corpora, a converter study, and a probe on what its reliability removed from the curriculum.
- [Glaring Fireball](https://ericfreeburg.com/last-fingerprint/glaring-fireball/): A proposal to measure what pre-training pipelines discard: three studies on structure imposed on prose that was never composed with it.
- [Hierarchical Symmetry Selects Log-Poisson Cascades: Classification, Uniqueness, and Stability](https://ericfreeburg.com/hierarchical-symmetry/): A formal result classifying log-Poisson cascades under hierarchical symmetry, with uniqueness and stability results.
- [The Last Fingerprint: How Markdown Training Shapes LLM Prose](https://ericfreeburg.com/last-fingerprint/): The em dash as markdown leaking into prose, tested by suppression across twelve models from five providers.
- [Cannot Read-Only](https://ericfreeburg.com/cannot-read-only/): Consciousness may require something no computer can provide. Not more power. Less certainty.
- [On Lilies: Her Fractal Essence](https://ericfreeburg.com/the-hang/on-lilies/): It's between dimensions and it's in between her legs.
- [On Breasts: The Hang Coefficient](https://ericfreeburg.com/the-hang/): An aesthetic argument for movement, transformation, and the quality that makes the beauty of breasts feel alive.
- [About](https://ericfreeburg.com/about/): Eric Freeburg, independent researcher.

## Optional

- [Home](https://ericfreeburg.com/): every subject, in one place
- [Feed](https://ericfreeburg.com/feed.xml): new work, as RSS
- [Works](https://ericfreeburg.com/works.json): the same list, as JSON