Changes for page Automation Level
Last modified by Robert Schaub on 2025/12/24 20:33
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... ... @@ -2,118 +2,26 @@ 2 2 3 3 {{mermaid}} 4 4 graph TD 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] 5 + L0[Level 0: Human-Centric POC 6 +- AI Advisory only 7 +- No auto-publish 8 +- Manual Governance] 12 12 13 13 L1[Level 1: Assisted Beta 0 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] 11 +- AI drafts structures 12 +- Human approval per component] 20 20 21 21 L2[Level 2: Structured Release 1.0 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] 15 +- Full scenario scaffolding 16 +- Auto scoring & summaries 17 +- Human governance/override] 27 27 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 - 19 + L3[Level 3: Distributed Future 20 +- Cross-node embeddings 21 +- Shared contradictions 22 +- Human approval still required] 23 + 35 35 L0 --> L1 36 36 L1 --> L2 37 37 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 52 52 {{/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 -