Prepaying Semantics
A falsifiable research program testing whether an explicit Bithkuil-derived semantic substrate can reduce the data, parameter, and compute cost of relational and compositional learning.
Research
Engineering Forward-Deployed AI Architecture Leading Frontier Research
Technical reports and research perspectives on auditable intelligence, institutional adaptation, and the foundations of accountable AI.
We Had the Seeds of a Babel Fish for an AGI "Alien Mind" 48 Years Ago
Exploring semantic preconditioning, relational calibration, and a falsifiable program for human-referential machine cognition.
Meaning That Survives Change
An architecture position paper on Rosetta semantic continuity, conservation invariants, compositional assurance, and an executable finite reference model.
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.
Ontological Mixture of Concepts
OMOC explores routing reasoning work by problem-local concept signatures, ambiguity, evidence, and stakes instead of static agent identities.
Cognitive tapestries via semantic latticing
Semantic latticing treats context as a structured composition of concepts and relations rather than a flat accumulation of prose fragments.