Automation Level

author	version	line-number	content
		1	Automation Level
		2
		3	{{mermaid}}
		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]
		12
		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]
		20
		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]
		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
		35	L0 --> L1
		36	L1 --> L2
		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	{{/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