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RITAM: A Governed Cognition Substrate (v1.1.1)

Authors: Sood, Rishi;

RITAM: A Governed Cognition Substrate (v1.1.1)

Abstract

RITAM (Research Infrastructure for Trustworthy AI Mechanisms) is a governed cognition substrate — a runtime layer that sits beneath an AI application and holds its cognitive state under explicit governance. Current AI systems silently accumulate contradictions. A system told conflicting facts has no principled response: it overwrites, ignores, or crashes. RITAM addresses this at the substrate level, before any application logic runs. The substrate implements nine primitives, each justified by a concrete failure mode that appears when the primitive is absent: State, Memory, Ontology, Governance, Epistemic, Coordination, Temporal, Observation, and Repair. The founding principle is that governance must precede persistence — beliefs are governed at admission, not cleaned up afterward. v1.1.1 includes 146 tests across adversarial, integration, and buildability scenarios. Key findings: governance changes outcomes (a governed substrate produces measurably different results from an ungoverned baseline); all nine primitives are load-bearing (removing any one causes observable failure); and the specification is transferable (five independent AI systems reproduced the runtime from the specification alone, 60/60 tests passing). Three consumer types are demonstrated: governed research assistant, governed decision log, and governed agent memory — confirming the substrate is domain-agnostic. This is a research prototype. The architecture is the contribution; the implementation demonstrates that the architecture is buildable, testable, and reproducible by independent builders.

Keywords

ai governance, epistemic state, contradiction detection, cognitive architecture, knowledge management, long-horizon ai, ai substrate, research prototype, governed cognition, state management

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average