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jedanderson/environmental-superintelligence-corpus

Environmental Superintelligence Corpus A machine-readable export of the published writing of Jed Anderson (ORCID 0009-0003-1807-2459) on environmental superintelligence, information physics, and faith-integrated first-principles thinking. The corpus is built around one thesis — "Bits Protect Its": information accumulates causal sovereignty over matter and energy, so directing the world by knowledge is, as a matter of physical law, vastly cheaper than directing it by force. These… See the full description on the dataset page: https://huggingface.co/datasets/jedanderson/environmental-superintelligence-corpus.

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Environmental Superintelligence Corpus

A machine-readable export of the published writing of Jed Anderson (ORCID 0009-0003-1807-2459) on environmental superintelligence, information physics, and faith-integrated first-principles thinking. The corpus is built around one thesis — "Bits Protect Its": information accumulates causal sovereignty over matter and energy, so directing the world by knowledge is, as a matter of physical law, vastly cheaper than directing it by force. These 900 records span foundational physics derivations, long-form essays, and a decade of short-form field notes on environmental intelligence.

900 published pieces:

type	count
essay	77
post	812
book	3
letter	1
speech	7

Schema

Each record carries:

field	type	description
`slug`	string	URL-stable kebab-case identifier
`title`	string	Piece title
`type`	string	One of: essay, post, book, letter, speech
`date`	string	Publication date, `YYYY-MM-DD`
`tags`	list<string>	Topical tags
`abstract`	string	Abstract / dek (may be empty)
`body_markdown`	string	Full prose, frontmatter-stripped (no leading YAML)
`canonical_url`	string	Authoritative page on jedanderson.org
`word_count`	int	Whitespace-delimited token count of `body_markdown`
`license`	string	Per-record SPDX license (see Licensing)
`doi`	string \	null	Zenodo concept DOI, when one exists

Licensing

This corpus is mixed-license. The authoritative license for each record is in that record's license field:

—Most records are CC-BY-4.0 (899 records). Reuse is welcome with attribution to Jed Anderson / https://jedanderson.org.
—1 record is CC0-1.0 (public domain dedication, no attribution required).

The dataset's top-level license metadata is set to cc-by-4.0 — the more restrictive of the two — as a conservative default. Always defer to the per-record `license` field, which reflects each piece's actual license.

Canonical source & provenance

—Canonical site: https://jedanderson.org — the live HTML pages are authoritative. Where this dataset and the site differ, the site wins. Appending .md to any canonical_url returns the same frontmatter-stripped body carried here.
—Source repository: https://github.com/jedanderson/jedanderson-site
—This dataset is generated deterministically from the site source by scripts/hf-dataset-export.mjs.

Citable records (Zenodo DOIs)

5 records have a registered Zenodo concept DOI and are independently citable:

Essay	Concept DOI
The Bond-Bit Ratio	10.5281/zenodo.20723029
The Intelligence Leverage Equation	10.5281/zenodo.20724192
The Thermodynamic Foundations of Entropic Shepherding	10.5281/zenodo.20724194
Bits Protect Its	10.5281/zenodo.20724187
The First Defender	10.5281/zenodo.20724227

Citation

Jed Anderson. Environmental Superintelligence Corpus. https://jedanderson.org (ORCID 0009-0003-1807-2459). Per-record DOIs above for individually citable pieces.