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| Main Author: | |
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| Format: | Recurso digital |
| Language: | English |
| Published: |
Zenodo
2026
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| Subjects: | |
| Online Access: | https://doi.org/10.5281/zenodo.18969708 |
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Table of Contents:
- <p>We present TSCWH (The System for Covenant-Weighted Heuristics), a patent-pending AI safety evaluation architecture achieving zero-LLM-call deliberative consensus through a proprietary shared-memory coordination design.</p> <p>KEY RESULTS:<br>• 10 agents deliberate across 8 ethical dimensions (Charity, Grace, Stewardship, Truth, Dignity, Courage, Community, Creation Dignity) in <50 ms<br>• 0 LLM API calls for safety evaluation — 94.4% cost reduction vs. prior art<br>• Formal verification of governance invariants on every evaluation cycle<br>• <2% false positive rate on legitimate actions; 360× latency improvement<br>• 28 integrated safety layers, 42 hardening phases, comprehensive test suite with full coverage</p> <p>Patent pending (U.S. Provisional App. 63/998,573, March 2026). Copyright registered (Case #1-15114193381).</p>