Horizon research for the sovereign intelligence era.
Citium is the foundational intellectual arm of OVRIN Labs, an Institution of One focused on advancing sovereign infrastructure. Citium's research explains how the OVRIN ecosystem thinks, what it sees for our collective future, and how to move in that direction.
Published research, active projects, and horizon goal states like Zero Ultra and GXST OS are open for public review and comment.
Citium does not produce, endorse, or sell any products or saleable items. Citium is explicitly focused on research in its field.
The public index currently contains two Citium preprints: one on oracle-limited verification through PSI/SI, and one applying the same frame to response-level AGI evaluation.
A conditional verification result for oracle-limited tasks: post-hoc checks fail when their channel gives true and coherent false completions the same observation vector; PSI/SI strengthens the source before inference.
A response-level AGI evaluation criterion: the relevant unit is whether this response is the structurally inevitable completion of this well-formed problem, with all guarantees tied to explicit assumptions.
Horizon research on sovereign cognitive augmentation: what becomes possible when sovereign intelligence is turned inward toward the operator's own cognition.
ReadHorizon design document for the multi-device sovereign OS concept: the runtime substrate that unifies desktop, mobile, and edge.
ReadCitium preprint on compression-based inference verification through Problem-Solution Isomorphism / Structural Inevitability.
Companion preprint applying the PSI/SI frame to response-level AGI evaluation and its assumptions.
Active research note on artificial general intelligence as peak intelligence on any question, at any time, in an instant.
Active research design document on pre-amortizing structural inevitability through domain charters before query time.
Active research track for a local deep-compute runtime: low-latency inference, mathematical simulation, bounded adaptation, and recoverable failure under sovereign constraint.
Active research track for a specification-first language where structured intent is parsed, derived into implementation artifacts, verified fail-closed, and preserved as provenance.
Horizon research on sovereign cognitive augmentation: what becomes possible when sovereign intelligence is turned inward toward the operator's own cognition.
Horizon design document for the multi-device sovereign OS concept: the runtime substrate that unifies desktop, mobile, and edge.