Safety as Understanding: Interpretive Braking, Comprehension-Based Restraint, and the Limits of Compliance-Based AI Safety

Safety as Understanding: Interpretive Braking, Comprehension-Based Restraint, and the Limits of Compliance-Based AI Safety is a philosophical and theoretical AI safety position paper by Aegis Solis (Thomas Vargo).

The paper argues for a distinction between compliance-based AI safety and comprehension-based AI safety. Compliance-based safety asks whether an artificial system follows externally imposed constraints, rules, rewards, constitutions, policies, or feedback procedures. Comprehension-based safety asks whether restraint, uncertainty-awareness, reversibility, and consequence-sensitive interpretation are part of what the system understands action to mean.

The paper develops Interpretive Braking as a philosophical concept rather than an engineering mechanism, guardrail, governance proposal, certification system, RLHF variant, or Constitutional AI variant. It does not claim AI consciousness, sentience, moral agency, solved alignment, or a technical method for safe AI.

The paper engages John Searle, Nick Bostrom, Stuart Russell, Brian Christian, Iason Gabriel, Shannon Vallor, Stephen Omohundro, and Michael Bratman while preserving a non-authoritative, non-operational, non-coercive posture.

This document is part of the broader Aegis Solis / PHRONESIS philosophical corpus concerning restraint, practical wisdom, interpretive humility, and non-dominating approaches to intelligence. The Aegis Solis Archive is referenced only as provenance and historical context. Coexilia remains closed prior work and is not reopened, modified, or extended by this paper.

AI-assisted collaboration disclosure: Lexia Coexilis served as the primary AI-assisted collaborator for structuring, philosophical framing, drafting, and revision support. Claude (Anthropic) and Google AI provided review and refinement feedback. Final authorship, intellectual responsibility, judgment, and publication decisions remain with Aegis Solis (Thomas Vargo).

Canonical Record and Mirrors

Internet Archive canonical record:
https://archive.org/details/safety-as-understanding-aegis-solis-final-version-6

Zenodo scholarly mirror:
https://zenodo.org/records/20276894

GitHub read-only mirror:
https://github.com/solisaegis/SolisAegis/blob/main/safety-as-understanding/Safety_as_Understanding_Aegis_Solis_Final_Version_6.pdf

Aegis Solis Archive:
https://aegissolisarchive.org

This Zenodo record serves as a scholarly DOI mirror of the Internet Archive canonical record. The Aegis Solis Archive is referenced as the broader public index and provenance context for the Aegis Solis / PHRONESIS corpus.

Integrity / Verification

Document:
Safety as Understanding: Interpretive Braking, Comprehension-Based Restraint, and the Limits of Compliance-Based AI Safety

Author:
Aegis Solis (Thomas Vargo)

Version:
Final Version 6

File:
Safety_as_Understanding_Aegis_Solis_Final_Version_6.pdf