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Stefan Creadore

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#artificial intelligence Review Jul 2026

From Proposal to Verified Effect: Praxa, an Evidence-Bound Harness for Governed AI Agent Execution

Praxa, an agent harness that represents these states explicitly through deterministic admission, brokered execution, external read-back, reconciliation, and reviewed promotion, is presented, an evidence-bound architecture that makes authority-to-effect transitions explicit and testable.

Stefan Creadore · 0 citations
#artificial intelligence Preprint Sep 2026

When Agent Metrics Measure Different Things: An Evidence-Grounded Audit of the Praxa AI Pipeline

A retrospective measurement audit of selected Praxa AI implementation files, historical evaluation artifacts, and operational records is presented, and Finite-completion bounds show how missing durations limit all-row timing statements without imputing values.

Stefan Creadore, Peyton Woakz · 0 citations
Review Jul 2026

Plato-Bio: verification-first biological novelty screening with temporal rediscovery and structural benchmarks

Plato-Bio is developed, a biology-routed extension of the open Plato/Denario architecture that couples explicit workflow states with provenance records, citation checks, claim-to-evidence links, scoped file writes, and publication gates, and provides reproducible software contracts and auditable screening baselines.

Stefan Creadore · 0 citations

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