Governance Insights
The Dictiva Blog
Insights on policy operations, attestation, governance education, and AI-agent oversight from the team building Dictiva.
Showing 1-24 of 136 articles
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ArticleAug 27, 20268 min read
The Model Was Never the Variable
Across three benchmarks, changing the context supplied to a frontier model moved accuracy by 17 to 38 points. Changing the model produced swings statistically indistinguishable from zero. The half of your AI system that decides whether it tells the truth is the half nobody owns, versions, or signs for.
ai-governancecontext-qualitysemantic-layer
NewsAug 20, 20264 min read
A Self-Certification Nobody Rejects Is Just a Rubber Stamp
Self-certification only governs if the regulator can say no. When filings flood in and silence means yes, the binding commitment quietly flips into a rubber stamp.
self-certificationregulatory enforcementattestation controls