Research & Development

Advancing the Next Generation of Autonomous AI Security

From Experimental Validation to Advanced AI Security Architecture

Veloryx Technologies LLC is developing advanced security technologies designed to address the rapidly evolving risks associated with autonomous artificial intelligence, multi-agent systems, distributed AI operations, and emerging collective AI capabilities.

As artificial intelligence systems gain greater independence, access to external tools, and the ability to delegate tasks across interconnected environments, traditional approaches to security and oversight face increasingly complex challenges.

Veloryx is addressing these challenges through a coordinated research and development program focused on detecting dangerous capabilities, preventing unauthorized operations, enforcing containment, and verifying that prohibited capabilities cannot readily reconstitute through alternative pathways.

Our mission is to develop the technologies needed to identify, control, and contain advanced autonomous AI threats before they cause harm.

Our Research Programs

DEADPATH Protocol — Capability-Centric AI Containment

DEADPATH Protocol is Veloryx's principal autonomous AI containment research program.

Unlike conventional security mechanisms that focus primarily on individual agents, credentials, or isolated actions, DEADPATH examines the capabilities that may emerge when multiple agents, tools, resources, and delegated processes operate together.

The architecture is designed to identify prohibited capabilities, determine the functional pathways supporting them, and select targeted interventions while preserving authorized operations wherever possible.

Key research areas include:

• Prohibited collective capability detection.

• Minimum sufficient intervention selection.

• Agent coordination and delegated operations.

• Indirect and hidden communication pathways.

• Distributed capability formation.

• Reconstitution resistance.

• Post-intervention containment verification.

• Protection of essential authorized functions.

Research Status

DEADPATH has progressed through an extensive program of controlled, software-based experimental testing, including scenarios involving intervention, reconstitution, indirect coordination, and containment verification.

Recorded successful test outcomes have informed successive architecture refinements and additional research priorities.

These results represent internal experimental validation within defined test conditions and do not constitute independent certification or proof of universal containment.

DEADPATH CORE — Independent Enforcement Architecture

DEADPATH CORE is Veloryx's proposed independent hardware-enforcement architecture for autonomous AI security.

It is intended to provide enforcement capabilities that do not rely exclusively on the software environment being monitored or controlled.

Research priorities include:

• Hardware-assisted containment enforcement.

• Independent control and authorization boundaries.

• Secure intervention mechanisms.

• Protected operational continuity.

• Enforcement verification and auditability.

• Resilience against software-level control failures.

• Controlled restoration of authorized operations.

Research Status

Initial architectural development and controlled software experimentation have informed the proposed DEADPATH CORE design.

Further development will focus on physical implementation, hardware integration, and independent performance eval