Technical writing on AI agent memory, security, and compliance.
Foundations
Why memory governance matters, and how Sgraal approaches it.
AI agents act on memory. We thought someone should decide if that memory is safe to act on. Memory governance is the missing layer between storage and observability — here’s why it matters now, and what Sgraal does about it.
Read more →Research
Adversarial corpora, scoring engineering, and joint benchmarks.
When we wrote the Round 12 ceiling analysis three weeks ago, we predicted 54/60. We were wrong. This is the honest accounting.
Read more →Seven rounds of adversarial memory testing with Grok — 554 cases, F1=1.000 on both independent stacks (synthetic adversarial corpora; production calibration pending). A practical epistemology for AI memory governance.
Read more →The same math that predicts equipment failure in aerospace and nuclear now predicts AI agent memory failure.
Read more →The first application of the circuit breaker pattern to AI agent memory governance.
Read more →How Sgraal and Grok independently validated adversarial memory corpora — F1=1.000 across 239 cases, zero false negatives (synthetic adversarial corpora; production calibration pending).
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