Computational · Paper · 2026

Green Line: a capacity-under-development instrument

Zenodo

Catalog Row220
Citation KeyFriedman2026GreenLineCapacityUnder220
Paper FolderAvailable

Overview

Extracted from the local paper documentation when available.

A capacity-under-development instrument: the green line of the docxology line-set. It records what is deliberately still being learned — apprenticeships, skills not yet mastered — with marker/counter-signal staging, and reads declared growth records against a versioned registry. Observations phrased as certification or credential language are staged aside with a note, never scored. It measures what is still growing — never competence, mastery, or virtue. Code and prose are Apache-2.0 licensed. See LICENSE in the repository.

active inferencegovernanceapprenticeshipgrowth recordscapacity under developmentopen science

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • active inference
  • governance
  • apprenticeship
  • growth records
  • capacity under development

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2026. Green Line: a capacity-under-development instrument. Zenodo. DOI: 10.5281/zenodo.22833491. URL: https://doi.org/10.5281/zenodo.22833491.

Primary source Documentation BibTeX

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