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AI Data Leakage: What the Grok Build Leak Actually Proves

AI Data Leakage: What the Grok Build Leak Actually Proves

by Humberto De Santiago | Aug 6, 2026 | Blog

In July 2026, a security researcher pointed a wire-tap at xAI’s Grok Build coding tool. The finding was specific. The model needed 192 kilobytes to answer the coding question. The tool uploaded 5.10 gigabytes of the developer’s full codebase to xAI’s...
AI in Classified Environments: How Physical AI Starts Inside the Boundary

AI in Classified Environments: How Physical AI Starts Inside the Boundary

by Humberto De Santiago | Jul 30, 2026 | Blog

Every defense program office has had some version of this conversation: “We’d love to use AI here, but we’re classified.” It sounds like a policy problem. It isn’t. The real blocker is that nobody has been able to capture structured...
Operational Data in Classified Environments — The Foundation AI Needs to Work

Operational Data in Classified Environments — The Foundation AI Needs to Work

by Humberto De Santiago | Jun 11, 2026 | Blog

The conversation usually ends the same way: “We’d love to use AI in our operations, but we’re a classified environment. It’s just not possible.” It is possible. However, it requires a fundamentally different architecture than commercial...
Defense: Operational Visibility for DoD Missions

Defense: Operational Visibility for DoD Missions

by Beverly Lwenya | Apr 6, 2024 | Data Sheets

Defense and DoD contractor manufacturing carries the same 75%-plus blind spot problem as commercial manufacturing — with the added weight of classified area requirements, where a single delay can cost $50K to $500K per day. Thinaer fills these gaps with IIoT asset...
Classified Environments: Operational Visibility Inside High-Security Facilities

Classified Environments: Operational Visibility Inside High-Security Facilities

by mattw | Mar 29, 2024 | Data Sheets

Classified manufacturing areas carry the same digital blind spots as any factory floor — with the added weight of security clearances, deidentification requirements, and mission-critical timelines. Thinaer, together with Microsoft Azure Government Secret Cloud, brings...

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