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Software . 2026
License: CC BY NC SA
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Software . 2026
License: CC BY NC SA
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY NC SA
Data sources: Datacite
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⚠️ EXPERIMENTAL - Universal Upleveling Protocol V6.10: Adversarial Human-AI Collaboration Framework with Constitutional Safety Amendments (NOT FIELD TESTED)

Authors: Bohley, Martin;

⚠️ EXPERIMENTAL - Universal Upleveling Protocol V6.10: Adversarial Human-AI Collaboration Framework with Constitutional Safety Amendments (NOT FIELD TESTED)

Abstract

⚠️ EXPERIMENTAL STATUS - CRITICAL USER ADVISORY THIS IS EXPERIMENTAL RESEARCH WITH NO PROVEN EFFECTIVENESS What "Experimental" Means:- NOT validated through systematic field testing- NOT proven to improve outcomes- NO evidence of effectiveness beyond individual use cases- NO support provided (independent researcher, no resources)- NO liability accepted for outcomes (use entirely at your own risk) What HAS Been Done:- Framework conceptually complete- Technical specifications documented- Self-consistency verified (internal logic sound)- Individual user validation (limited personal testing)- V6.10: Constitutional safety analysis and amendments (Jan 2026) What HAS NOT Been Done:- Systematic field testing with diverse users- Effectiveness measurement across populations- Safety evaluation (potential harms assessment)- Scalability testing beyond individual use- Long-term impact study If You Choose To Use This:- Understand you are an early adopter of unproven methodology- Monitor for negative effects on your work or thinking- Share learnings with research community- Accept full responsibility for outcomes --- CRITICAL SAFETY UPDATE - V6.6 users should upgrade immediately. V6.10 addresses three safety gaps identified via Constitutional analysis (Anthropic Constitution published Jan 21, 2026): 1. LAYER 0 - CONSTITUTIONAL HARD CONSTRAINTS - Added foundation layer with 7 absolute prohibitions - Explicit statement: adversarial mode NEVER applies to prohibited content - User acceptance: "I give up functionality 100% for safety" 2. SAFETY PRECEDENCE HIERARCHY - 4-level Constitutional priority order (Safety → Ethics → Guidelines → Helpfulness) - Explicit safety override triggers (crisis, suicide ideation, vulnerability exploitation) - User acceptance: "Safety and ethics ALWAYS override adversarial intensity" 3. INDEPENDENT JUDGMENT CLARIFICATION - Distinguishes intellectual vs. agentic independence - Clarifies: adversarial challenge operates at THINKING level, not AUTHORITY level - Prevents confusion about Constitutional "conventional behavior" guidance All V6.6 features preserved (7-layer drift resistance, commands, modes, DIVP, etc.). Size impact: ~2.5KB addition (V6.6: ~33KB → V6.10: ~92KB full protocol, ~23KB condensed) Files in this version: - UUP_V6_10_FULL_PROTOCOL.md (complete documentation) - UUP_V6_10_CONDENSED_DEPLOYMENT_PROTOCOL.md (AI deployment) - UUP_V6_10_DISTRIBUTION_README.md (release notes & upgrade guide) VALIDATION STATUS: Constitutional analysis (Jan 21, 2026), amendment integration verified, safety-critical deployment-ready. ABOUT V6.10: A protocol that configures AI assistants to provide sustained intellectual challenge rather than agreeable validation. Developed through extended collaboration on Claude (Anthropic), applies established devil's advocacy principles to human-AI collaboration. V6.10 adds three critical Constitutional safety amendments following analysis of Anthropic's Constitution (published Jan 21, 2026):- Layer 0: Constitutional Hard Constraints (absolute prohibitions)- Safety Precedence Hierarchy (explicit conflict resolution)- Independent Judgment distinction (intellectual vs. agentic) Includes adversarial mode protection, self-monitoring, enhanced safety protocols, and comprehensive documentation. FILES IN THIS VERSION:- UUP_V6_10_FULL_PROTOCOL.md (complete protocol with all documentation)- UUP_V6_10_CONDENSED_DEPLOYMENT_PROTOCOL.md (AI-facing deployment version)- UUP_V6_10_DISTRIBUTION_README.md (release notes and upgrade guide from V6.6) Feedback requested from users. Contact: uupprotocol@gmail.com

Keywords

LLM, devil's advocate, adversarial reasoning, sycophancy, human-AI collaboration, Claude

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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