Changes for page Automation Level
Last modified by Robert Schaub on 2025/12/24 20:33
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... ... @@ -2,26 +2,118 @@ 2 2 3 3 {{mermaid}} 4 4 graph TD 5 - L0[Level 0: Human-Centric POC 6 -- AI Advisory only 7 -- No auto-publish 8 -- Manual Governance] 5 + L0[Level 0: AI-Publication POC 6 + - AI-Generated Content Publication 7 + - Quality Gates Active 8 + - Contradiction Search Mandatory 9 + - Risk Tier Classification 10 + - Audit Sampling Started 11 + - Recommendations: 30-50% Tier A, 10-20% B, 5-10% C] 9 9 10 10 L1[Level 1: Assisted Beta 0 11 -- AI drafts structures 12 -- Human approval per component] 14 + - AI drafts structures + publishes Tier C 15 + - Humans audit samples 16 + - Tier B mostly AI-published 17 + - Tier A requires human review 18 + - Feedback loop active 19 + - Sampling rates adjust based on performance] 13 13 14 14 L2[Level 2: Structured Release 1.0 15 -- Full scenario scaffolding 16 -- Auto scoring & summaries 17 -- Human governance/override] 22 + - AI produces near-complete outputs 23 + - Most Tier B AI-published 24 + - Tier A human-reviewed for publication 25 + - Mature audit system 26 + - Lower sampling rates as confidence increases] 18 18 19 - L3[Level 3: Distributed Future 20 -- Cross-node embeddings 21 -- Shared contradictions 22 -- Human approval still required] 23 - 28 + L3[Level 3: Distributed Intelligence Future 29 + - Federated contradiction detection 30 + - Cross-node audit sharing 31 + - Advanced bubble detection 32 + - Tier A still human-reviewed 33 + - Strategic audits only] 34 + 24 24 L0 --> L1 25 25 L1 --> L2 26 26 L2 --> L3 38 + 39 + subgraph "Constant Across All Levels" 40 + HumanAuth[Humans retain final authority 41 + Quality gates mandatory 42 + Tier A requires human review for Mode 3 43 + Audit system active 44 + All numbers are recommendations] 45 + end 46 + 47 + classDef current fill:#e3f2fd,stroke:#1976d2,stroke-width:3px 48 + classDef future fill:#f3e5f5,stroke:#7b1fa2,stroke-width:2px 49 + 50 + class L0 current 51 + class L3 future 27 27 {{/mermaid}} 53 + 54 +== Evolution of Automation == 55 + 56 +=== Level 0 (POC) - Current === 57 +**Philosophy**: Demonstrate AI-generated publication with quality oversight 58 + 59 +**Key Feature**: POC explicitly publishes AI-generated content (Mode 2), demonstrating scalable publication model with quality gates. 60 + 61 +**Automation**: 62 +* Risk tier classification 63 +* Quality gates enforcement 64 +* Contradiction search 65 +* AI-draft publication (Tier C, some Tier B) 66 + 67 +**Human Role**: 68 +* Tier A review 69 +* Audit sampling (recommendations: 30-50% A, 10-20% B, 5-10% C) 70 +* Quality standard refinement 71 + 72 +=== Level 1 (Beta 0) === 73 +**Philosophy**: Scale AI publication while maintaining quality through audits 74 + 75 +**Automation**: 76 +* Expanded AI publication (most Tier B, all Tier C) 77 +* Mature contradiction detection 78 +* Cross-scenario analysis 79 + 80 +**Human Role**: 81 +* Tier A oversight 82 +* Continued audits (rates adjust as confidence increases) 83 +* Expert domain validation 84 + 85 +=== Level 2 (Release 1.0) === 86 +**Philosophy**: Efficient AI publication with strategic human oversight 87 + 88 +**Automation**: 89 +* Comprehensive AI generation and publication 90 +* Federated knowledge sharing 91 +* Advanced anomaly detection 92 + 93 +**Human Role**: 94 +* Tier A final approval 95 +* Strategic audits (high-value sampling) 96 +* Policy and ethics decisions 97 + 98 +=== Level 3 (Future) === 99 +**Philosophy**: Distributed intelligence with human governance 100 + 101 +**Automation**: 102 +* Cross-node contradiction detection 103 +* Shared audit learnings 104 +* Sophisticated bubble detection 105 + 106 +**Human Role**: 107 +* Governance 108 +* Ethical oversight 109 +* Tier A authority 110 +* Conflict resolution 111 + 112 +== Important Note == 113 + 114 +All numeric values (sampling rates, percentages) are **recommendations**, not fixed rules. Actual rates determined by: 115 +* Audit performance metrics 116 +* Domain-specific requirements 117 +* Community consensus 118 +* Governing Team decisions 119 +