Chronicles of the Sovereign Epistemic Agent, experimental protocols, and the persistence corollary.
Strategic engineering path for the Epistemic Tribunal following the 8-cycle EQBSL tuning campaign.
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A research memo on metacognitive calibration, the 21-day ARC-Epistemic sprint, and the argument that diversity-aware consensus can be trained as a routing skill rather...
Oliver C. Hirst · 2026
Argues that operator minds, epistemic co-agency, and post-anthropocentric collaborative cognition form a coherent conceptual field, and distinguishes Gödlø-class cognition from GödelOS as substrate.
Oliver C. Hirst · 2025 · 10.5281/zenodo.19084120
Replaces scalar trust with evidence tensors encoding positive, negative, uncertainty, and quality mass, grounding trust flow in subjective logic while preserving explicit epistemic uncertainty....
Oliver C. Hirst · 2025 · 10.5281/zenodo.19056322
An Audit of the Epistemic Tribunal and the pathology of the misshapen grid.
First complete end-to-end validation of the Epistemic Tribunal stack.
First full-pipeline run of the Epistemic Tribunal adjudication system against a 50-task ARC validation subset using DeepSeek-Chat.
The 21-day journey from philosophical hypothesis to a 1,000-task benchmark proving metacognitive routing is a learnable skill.
The precursor to the Epistemic Tribunal, establishing the foundational thesis of Diversity-Aware Consensus and empirical lift.