White Papers
Technical deep-dives and frameworks on securing and controlling AI at the neuron level
The LoRA Paradox: Why 2026 is the Year of Weight-Level Control & Quality Assurance
While LoRA reduced training costs by 10,000x, managing adapters in production has become an operational nightmare. Discover how Authentrics' unique weight-level measure and intervene controls solve the LoRA Paradox.
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Accountable AI for Finance Leaders
Understand the governance challenges and risks to return on AI investment facing financial institutions, learn from real-world AI and automation failures, and see why observability, repairability, and audit-grade OSCAL reporting are core requirements for accountable AI.
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AI Governance for Defense Applications
Meet the three key challenges for AI in defense, explore AI security frameworks and the DOD's ethical AI principles, and discover why faster model iteration and repair cycle times deliver a strategic and tactical advantage.
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