Entif Research
Falsifiable work on semantic representation, persistent cognition, orchestration, interoperable evidence, human agency and distributed intelligence.
A technical proposition for a shared physical-context exchange across spatial twins, embodied AI, XR, robotics, live performance, simulation, and receiver-side reconstruction.
Persistent agent memory is state-transition machinery: evidence, projections, activation, context, procedures, authority, lifecycle, revalidation, and recovery must remain distinct and governed.
OMoC treats reasoning as a semantically routed computation graph: task-local concept signatures select heterogeneous cognitive operators instead of static agent roles.
Semantic latticing treats context as a compiled, provenance-bearing semantic working set rather than a flat pile of retrieved prose, with progressive disclosure and explicit context policy.
A falsifiable research program testing whether an explicit Bilqis-derived semantic substrate can reduce the data, parameter, and compute cost of relational and compositional learning.
Exploring semantic preconditioning, relational calibration, and a falsifiable program for human-referential machine cognition.
An architecture position paper on Rosetta semantic continuity, conservation invariants, compositional assurance, and an executable finite reference model.
A narrative evidence review and scenario analysis of recursive innovation, institutional disruption, and practical preparation centered on human stability.
An evidence review and research proposal on moral uncertainty, machine communication, recursive AI development, and the case for auditable intelligence.
