Meaning That Survives Change
An architecture position paper on Rosetta semantic continuity, conservation invariants, compositional assurance, and an executable finite reference model.
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provenance · 2026
4 connected pages in the public Entif corpus.
After the Inflection
A narrative evidence review and scenario analysis of recursive innovation, institutional disruption, and practical preparation centered on human stability.
The Cost of Learning Too Late
An evidence review and research proposal on moral uncertainty, machine communication, recursive AI development, and the case for auditable intelligence.
Agentic memory needs more than retrieval
A durable agent memory should preserve source identity, evidence, lifecycle, rights, and uncertainty instead of reducing memory to similarity search.