Defense - Glacier AI

Glacier AI – Transparency in the Age of Artificial Intelligence

Overview
Glacier AI is LabsDAO’s breakthrough tool for detecting hidden AI models inside binaries, executables, and firmware. Originally funded by the U.S. Air Force, Glacier addresses a critical national security challenge: uncovering the “black box” of embedded AI. By revealing what’s inside, Glacier builds trust, accountability, and resilience across defense, infrastructure, and enterprise systems.

Core Capabilities

• Binary AI Detection – Identifies AI/ML models hidden within compiled code
• Signature Database – 80+ patterns across frameworks and architectures for rapid scans
• Heuristic Analysis – Weighted rules that detect obfuscation and evasive models
• Air-Gapped Security – Runs in a hardened, offline sandbox for safe analysis
• Scalable Architecture – JSON outputs, modular design, and CLI integration for seamless workflows
• Next-Phase Innovation – Moving beyond detection to reveal which model, how large, and trained on what data

Defense Benefits

• Cyber & Supply Chain Assurance – Stops adversarial AI from infiltrating weapons, satellites, and logistics
• Operational Trust – Guarantees deployed systems behave as designed
• Rapid Risk Assessment – Sub-second scans for real-time monitoring and response
• Standards Foundation – Paves the way for DoD-wide AI provenance and trust frameworks

Beyond Defense
Glacier’s impact reaches critical infrastructure, healthcare, enterprise security, agriculture, and supply chains—bringing transparency and assurance to every sector where AI is deployed.

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