HeartScale Coherence Rejection Sampling: Inference-Time Alignment via Hidden-State Geometry
HeartScale Coherence Rejection Sampling (HCRS) enforces alignment at inference time using hidden-state geometry — no reward model required. This revision adds a Reference Implementation & Verification note to Data Availability: the paper's falsifiable claims are now numerically verified in the open-source harmonic-engine package (tests/test_new_math.py, passing on CPU). The zero-veto coherence evaluator and product Fisher–Rao vortex drift are implemented and tested in harmonic_engine/geometry.py.
Authors
- Weslyn Cory Whitehead (ORCID: https://orcid.org/0009-0005-7707-3210)
Institutions
- Klamath Community College (US)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-06-16
- DOI
- https://doi.org/10.5281/zenodo.20710556
- Primary Topic
- Cardiac electrophysiology and arrhythmias
- Type
- article
- Field-Weighted Citation Impact
- 0.00