Blackford Tech Blog
Insights, ideas, and updates on technology, innovation, and digital transformation from the Blackford team.
Blackford Blog
AI Technical Debt is a problem for everyone
AI technical debt multiplies this concept by introducing unpredictable models, sprawling data pipelines, and fragile experimental frameworks into production environments. Because machine learning relies heavily on the external world, this debt isn't just in the code; it lives in your data, your prompts, and your orchestration layers.
Lockheed Martin Breach Exposes 375TB of Sensitive Data
The March 2026 APT Iran breach of Lockheed Martin, which exposed 375 terabytes of sensitive data, highlights the urgent requirement for deterministic, runtime security in enterprise networks. The VTS Semantic (Sentient) Firewall prevents such large-scale data exfiltration by enforcing zero-trust business intent inline across application and AI interactions.
