PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
January 18, 20260 citationsOpen Access

VIL — Description and Implementation Rationale Why Contractual Governance Is Needed for AI Systems

View Full Paper
AQAntonio QuintoCCComputational Contributor ChatGPT

Key Points

  • The objective is to establish the necessity of contractual governance for modern AI systems through a language-first paradigm.
  • Analyzed limitations of current prompt-based interaction methods.
  • Introduced JSON as a deterministic representation for AI instructions.
  • Described operational aspects like runtime behaviors and enforcement strategies.
  • Identified structural inadequacies of traditional prompts for effective governance.
  • Highlighted the necessity for a language that promotes interoperability and auditability in AI systems.
  • Outlined conceptual invariants essential for contract integrity and conflict resolution.

Abstract

This document introduces VIL (Virtual Instruction Language) from a conceptual and technical perspective.It explains why current prompt-based interaction paradigms are insufficient for governing modern AI systems and motivates the need for a contract-based, language-first approach. The first part analyzes the structural limitations of prompts and informal instructions, the rationale behind using JSON as a deterministic and inspectable representation, and the conditions that make such a language necessary today. The second part provides a technical and operational rationale, describing reference runtime behaviors, interpretation levels, enforcement strategies, conflict resolution, recovery mechanisms, resource declaration, telemetry, and contract integrity.This document is non-normative and does not prescribe mandatory behavior; instead, it defines conceptual invariants required for interoperable and auditable AI systems. This publication serves as the conceptual and architectural foundation of VIL and is intended to be read alongside the normative specification and the examples document.

Ask AI
Helpful
Bookmark
Share
View Full Paper

Cite This Study

Quinto et al. (2026) studied this question.

synapsesocial.com/papers/696c7791eb60fb80d1395cc4https://doi.org/10.5281/zenodo.18262765
Ask AI
Helpful
Bookmark
Share
View Full Paper