Changes for page Automation Level

Last modified by Robert Schaub on 2025/12/24 20:33

From version 2.1
edited by Robert Schaub
on 2025/12/14 18:59
Change comment: Imported from XAR
To version 1.1
edited by Robert Schaub
on 2025/12/11 21:35
Change comment: Imported from XAR

Summary

Details

Page properties
Content
... ... @@ -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 -