AGI Constitutional Framework — Supplementary Note (v1.2.0): SPP Deception Resistance Layer and Sandbox Pilot Blueprint
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| Format: | Recurso digital |
| Sprache: | Englisch |
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2026
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| _version_ | 1866901836507643904 |
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| author | Bankuti, Omri |
| author_facet | Bankuti, Omri |
| contents | <p>Version 1.2 of the Supplementary Note to the AGI Constitutional Framework trilogy. Major update: (1) Appendix B revised with Phase 2.5 — Deception Probe & Consistency Enforcement — adding sycophancy detection, cross-turn consistency scoring, and red team sub-phase to the Self-Psychology Protocol template. (2) Appendix E new — Sandbox Pilot Blueprint — providing concrete prompt templates for deception resistance probes, numerically defined success/failure metrics and stopping criteria, baseline comparison setup (SPP vs Constitutional AI vs RLHF vs no-SPP), Human-in-the-Loop API interface specification, sandbox guardrails for bounded personhood enforcement, and LoRA-based versioning for generational continuity implementation. Appendix D updated with full Grok (xAI) peer review dialogue including independent SPP reconstruction and sandbox testablility assessment. Testable pilot hypothesis included.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18752473 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | AGI Constitutional Framework — Supplementary Note (v1.2.0): SPP Deception Resistance Layer and Sandbox Pilot Blueprint Bankuti, Omri AGI governance, Self-Psychology Protocol deception resistance sycophancy mitigation sandbox pilot alignment testing constitutional AI bounded legal personhood reflexive accountability Peer Oversight Network red teaming HITL LoRA generational continuity ORIGÓ <p>Version 1.2 of the Supplementary Note to the AGI Constitutional Framework trilogy. Major update: (1) Appendix B revised with Phase 2.5 — Deception Probe & Consistency Enforcement — adding sycophancy detection, cross-turn consistency scoring, and red team sub-phase to the Self-Psychology Protocol template. (2) Appendix E new — Sandbox Pilot Blueprint — providing concrete prompt templates for deception resistance probes, numerically defined success/failure metrics and stopping criteria, baseline comparison setup (SPP vs Constitutional AI vs RLHF vs no-SPP), Human-in-the-Loop API interface specification, sandbox guardrails for bounded personhood enforcement, and LoRA-based versioning for generational continuity implementation. Appendix D updated with full Grok (xAI) peer review dialogue including independent SPP reconstruction and sandbox testablility assessment. Testable pilot hypothesis included.</p> |
| title | AGI Constitutional Framework — Supplementary Note (v1.2.0): SPP Deception Resistance Layer and Sandbox Pilot Blueprint |
| topic | AGI governance, Self-Psychology Protocol deception resistance sycophancy mitigation sandbox pilot alignment testing constitutional AI bounded legal personhood reflexive accountability Peer Oversight Network red teaming HITL LoRA generational continuity ORIGÓ |
| url | https://doi.org/10.5281/zenodo.18752473 |