What question did this study set out to answer?

LATTICE aims to create a governance-first architecture that ensures secure and authorized operations for autonomous AI systems.

February 2, 2026Open Access

LATTICE: A Governance-First Architecture for Authorized Autonomous AI Operations

Key Points

LATTICE aims to create a governance-first architecture that ensures secure and authorized operations for autonomous AI systems.
Introduces the LATTICE architecture focusing on governance and authorization.
Utilizes a cryptographically verifiable execution gate for enforcement.
Formalizes properties of traceability, determinism, and invariance.
Presents a reference implementation relevant to high-consequence environments.
Establishes key properties that enhance the security of autonomous AI operations.
Demonstrates the effectiveness of separation between reasoning and enforcement.
Aligns with necessary standards for sectors such as cybersecurity and critical infrastructure.

Abstract

This preprint introduces LATTICE, a governance-first architecture for authorized autonomous AI operations. LATTICE enforces deterministic, non-bypassable authorization through a cryptographically verifiable execution gate, separating reasoning from enforcement in autonomous agent systems. The paper formalizes core properties, including traceability, determinism, and invariance, and presents a reference implementation context aligned with high-consequence environments such as cybersecurity testing and critical infrastructure operations.

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Cite This Study

Elias Calboreanu (Thu,) studied this question.

synapsesocial.com/papers/6980feeac1c9540dea8117c2 https://doi.org/https://doi.org/10.5281/zenodo.18419922

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