Article 50 Transparency Implementation Briefs v0.1

Publication state

Supporting technical notes

Author: Kotov Ivan.

Location: Bruxelles, Belgique.

Year: 2026.

Status: Supporting implementation briefs / technical notes.

DOI: 10.5281/zenodo.20784845

Derived from: Article 50 Transparency Submission Pack v0.1

Not legal advice.
Not certification.
Not conformity assessment.
Not formal Article 50 compliance claim.
Formal compliance remains deployment-specific and subject to legal review.

Purpose

Two compact entry points

This package contains two short implementation briefs derived from the Article 50 Transparency Submission Pack v0.1.

These briefs are derived from and support the Article 50 Transparency Submission Pack v0.1. They do not replace, revise, or extend the original submitted consultation package.

For AI Office / Policy Reader

Article 50 transparency as an evidence chain

Pattern: system boundary -> actor role -> obligation trigger -> disclosure or marking control -> evidence artifact -> responsible actor -> correction or review route.

system boundary
-> actor role
-> obligation trigger
-> disclosure or marking control
-> evidence artifact
-> responsible actor
-> correction or review route

Markdown PDF

For Engineers

CGAM, witness, oracle degradation, human gate, rollback

Pattern: AI-assisted workflow -> task contract -> permission scope -> sandbox / worktree boundary -> witness event -> provenance sidecar -> human review -> human gate -> release / rejection -> rollback / correction route.

AI-assisted workflow
-> task contract
-> permission scope
-> sandbox / worktree boundary
-> witness event
-> provenance sidecar
-> human review
-> human gate
-> release / rejection
-> rollback / correction route

Markdown PDF

Relation

Original Article 50 submission

The original Article 50 Transparency Submission Pack v0.1 remains the consultation package. Its DOI is https://doi.org/10.5281/zenodo.20315439.

Source package commit: 354e16d1c311ba694af950eea169f487b60b5386.

Original Article 50 page Original Article 50 DOI GitHub package path

Downloads

Website copies

File	Role	Download
`01_For_AI_Office_Policy_Reader.md`	Policy-reader Markdown brief	Open
`01_For_AI_Office_Policy_Reader.pdf`	Policy-reader PDF	Open
`02_For_Engineers_CGAM_Witness_Oracle_Degradation.md`	Engineering Markdown brief	Open
`02_For_Engineers_CGAM_Witness_Oracle_Degradation.pdf`	Engineering PDF	Open
`PACKAGE_MANIFEST.json`	Machine-readable package manifest	Open
`SHA256SUMS`	Integrity manifest	Open
`zenodo.json`	Website mirror of repository `.zenodo.json`	Open