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docs: cite Nannini et al. on agent compliance architecture#49

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vaaraio merged 2 commits into
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chore/cite-nannini-paper
Apr 28, 2026
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docs: cite Nannini et al. on agent compliance architecture#49
vaaraio merged 2 commits into
mainfrom
chore/cite-nannini-paper

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@vaaraio vaaraio commented Apr 28, 2026

Adds citation to Nannini et al. (2026), AI Agents Under EU Law (arXiv:2604.04604), in COMPLIANCE.md and docs/formal_specification.md. Maps Vaara primitives to the infrastructure gap identified in Section 6.4 footnote 19.

Summary by CodeRabbit

  • Documentation
    • Enhanced compliance documentation with references to behavioral compliance frameworks and infrastructure standards.
    • Added references to formal specification documentation.

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coderabbitai Bot commented Apr 28, 2026

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro Plus

Run ID: cbc4d518-62ee-4b0e-9882-6cf297b1e856

📥 Commits

Reviewing files that changed from the base of the PR and between 7f5d61b and 45987e0.

📒 Files selected for processing (2)
  • COMPLIANCE.md
  • docs/formal_specification.md

📝 Walkthrough

Walkthrough

The pull request adds compliance documentation to COMPLIANCE.md, referencing external research on behavioral drift compliance architecture and linking it to formal specification documentation. A new bibliographic reference is simultaneously added to docs/formal_specification.md.

Changes

Cohort / File(s) Summary
Compliance Documentation
COMPLIANCE.md
Adds a compliance-context paragraph referencing Nannini et al. research on behavioral drift compliance architecture, highlighting infrastructure gaps, and connecting to specific Vaara mechanisms (hash-chained versioning, conformal intervals, MWU-bounded policy updates) with a link to formal specification.
Bibliography
docs/formal_specification.md
Adds one new bibliographic reference (#8) to the References section.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

Possibly related PRs

Poem

🐰 Compliance whispers, references cite,
Behavioral drifts held at bay—
Our formal specs now shine so bright,
With Nannini's wisdom on display! ✨

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title accurately reflects the main change: adding a citation to Nannini et al. on agent compliance architecture in documentation files.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.

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✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch chore/cite-nannini-paper

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@vaaraio vaaraio merged commit 0d66d51 into main Apr 28, 2026
10 checks passed
@vaaraio vaaraio deleted the chore/cite-nannini-paper branch April 28, 2026 13:33
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