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Memory Governance Insights

Technical writing on AI agent memory, security, and compliance.

Joint Publication · April 2026 NEW

Independent Stacks, Same Truth Signal

Seven rounds of adversarial memory testing with Grok — 554 cases, F1=1.000 on both independent stacks. A practical epistemology for AI memory governance.

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Engineering · April 2026

Memory Reliability Engineering — The Weibull Model

The same math that predicts equipment failure in aerospace and nuclear now predicts AI agent memory failure.

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Architecture · April 2026

Circuit Breakers for AI Agent Memory — A First

The first application of the circuit breaker pattern to AI agent memory governance.

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Benchmark · April 2026 NEW

Building a Joint Memory Governance Benchmark with Grok

How Sgraal and Grok independently validated adversarial memory corpora — F1=1.000 across 239 cases, zero false negatives.

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Compliance · 2024

EU AI Act & Memory Governance: What Agentic Systems Need to Know

The EU AI Act introduces strict requirements for high-risk AI systems. For agentic AI, memory governance is the critical compliance layer that most organizations are missing.

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Technical · 2024

RAG Is Not Enough: Why Memory Governance Is the Missing Layer

Retrieval-Augmented Generation solves the knowledge problem. But it doesn't solve the trust problem. Here's why every RAG pipeline needs a memory governance layer.

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Research · 2024

Why AI Agents Forget — And Why That's Dangerous

Memory drift is silent, cumulative, and dangerous. We analyzed 10,000 agent runs to understand how memory degrades over time and what it costs when agents act on stale beliefs.

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