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Human Influence Telemetry v0.1.0

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@mj3b mj3b released this 16 Jul 20:20
v0.1.0
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Human Influence Telemetry v0.1.0

Human Influence Telemetry (HIT) is a documentary assurance method for testing whether formal human oversight retained practical force in an AI-mediated institutional decision process.

Included in this release

  • working specification v0.1.0;
  • six substantive dimensions: Counsel, Judgment, Command, Correction, Repair, and Reform;
  • cross-cutting Telemetry Integrity assessment;
  • four findings: absent (0), ceremonial (1), substantive (2), and insufficient evidence (IE);
  • machine-readable assessment schema and dimension catalog;
  • three deterministic fixtures covering substantive influence, ceremonial review, and insufficient evidence;
  • application handbook;
  • research protocol and claim register;
  • limitations and provenance records;
  • automated repository validation;
  • governance, contribution, security, and conduct policies;
  • software citation and Zenodo metadata.

Demonstrated

The release demonstrates that:

  1. a HIT assessment can represent all six substantive dimensions and Telemetry Integrity;
  2. the repository distinguishes IE from demonstrated absence;
  3. included fixtures validate deterministically;
  4. the specification, schema, catalog, fixtures, and metadata can be checked through one repository command.

Not demonstrated

The release does not establish:

  • inter-rater reliability;
  • prospective institutional effectiveness;
  • a causal relationship between HIT findings and reduced harm;
  • legal compliance or standards conformity;
  • certification;
  • independent institutional adoption;
  • superiority over other human-oversight methods.

Validation

python -m pip install --requirement requirements-dev.txt
python scripts/validate.py

Expected result:

HIT validation: PASS

Citation

Use CITATION.cff for repository citation metadata. The originating research concept is archived at DOI 10.5281/zenodo.21204892. A separate Zenodo software concept DOI and version DOI should be assigned when this GitHub release is archived.

Upgrade and compatibility

This is the first public working release. Future breaking changes to schema fields, dimension definitions, or scoring semantics will require a new minor or major version with migration notes.

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