AIENOSPERSISTENT MACHINE INTELLIGENCE
AIEN Research · The Complete Collection

The AIEN Papers

The Turing unit, the evidence doctrine, the language design, and the philosophy. Eight documents, one research program.

M. Drake Stapleton · October 2, 2026
collection120 pagesNot peer reviewed
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Abstract

This volume collects the complete AIEN research program in one place: the formal Turing paper (v1.14), the companion engineering history (v1.7), the plain-language Turing brief (v1.4), the Turing Discovery Gap conjecture (rev 9), the Crumb Doctrine (v1.4), the Omega language design, the Stapleton Doctrine (v1.5), and the Atemporal AIEN Postulate (v1.1).

The central thread is the Turing (T), a protocol-bound measure of net held-out explanatory compression, and the evidence machinery around it: receipts that record what was checked under which assumptions, dependency closure that fails closed, and energy accounting that joins the informational gain to its physical cost. The first profile-bound idealized result, +2,559,679.825 T_ideal under profile V0, is reported with a complete evidence ledger.

All preprints; none peer reviewed yet. Versions are never overwritten: every release keeps its PDF, LaTeX source, and SHA-256 digest.

Research artifacts

Paper (PDF)
SHA-256: c0ba92c52469efb370f6ce977a32ce9379facd54d9150d3f855f4cebfac26edc
paper.pdf
LaTeX source
Complete compilable source.
SHA-256: 1466f8e2868e40a7ddaca34ef9379d3a95f046149cae45fbbdbcb03c629d6f99
paper.tex
Digest manifest
SHA-256 manifest for this release.
SHA256SUMS
Formal paper
Computing Machinery and Understanding: From the Imitation Game to the Turing (v1.14).
formal paper page
Companion paper
The Turing as a Measure Emerging from AIEN (v1.7).
companion page
Turing brief
The Turing: A Unit of Verified Explanatory Gain (v1.4).
brief page
Discovery Gap conjecture
The Turing Discovery Gap Conjecture (rev 9).
conjecture page
Crumb Doctrine
No receipt, no crumb (v1.4).
doctrine page
Omega language
A programming language built for verified programs. Where Omega stands today: What Omega is.
language page
Stapleton Doctrine
A personal philosophy of AI architecture and programming (v1.5).
doctrine page

Cite

@misc{stapleton2026aienpapers,
  author = {M. Drake Stapleton},
  title = {The AIEN Papers},
  year = {2026},
  month = {October},
  note = {Collection of preprints, not peer reviewed},
  url = {https://aienos.com/research/the-aien-papers}
}