Controlled AI Results (MEGA16B)
mega16b_controlled_ai_workflow_resultsMEGA16B_CONTROLLED_AI_WORKFLOWS_OK
Generated at
2026-05-29T10:07:47ZSnapshot version
1Redaction
APPLIEDSource paths
- runtime-artifacts/dry-runs/mega16b/controlled_ai_call_01.json
- runtime-artifacts/dry-runs/mega16b/controlled_ai_call_02.json
- runtime-artifacts/dry-runs/mega16b/controlled_ai_call_03.json
- runtime-artifacts/dry-runs/mega16b/controlled_ai_call_04.json
- runtime-artifacts/dry-runs/mega16b/controlled_ai_calls_summary.json
Warnings
- MEGA16B — controlled AI participation across 10 advisory workflows; global live AI still gated
- 3 live grouped OpenAI calls + 1 deterministic lexical mapping; total cost ~$0.0014
- All AI outputs PENDING_REVIEW / DRAFT / NON_FINAL · human review mandatory
- Knowledge Brain: LEXICAL_INTERNAL_RETRIEVAL ready; vector embeddings deferred
- NO owner testing · NO public launch · NO final approval · NO external export
- Loopback only · Caddy/DNS untouched · no dependency on external AI cores
Top-level metrics
| Field | Value |
|---|---|
| calls.length | 4 |
calls (4)
| workflow_group_id | workflow_ids | provider | model | live_call_executed | dry_run |
|---|---|---|---|---|---|
| A | ["diagnostic_interpretation","ten_layer_assessment","rise_gate_analysis"] | openai | gpt-4o-mini | true | false |
| B | ["strategy_options_generation","execution_readiness_analysis","decision_memo_drafting"] | openai | gpt-4o-mini | true | false |
| C | ["evaluation_scoring_assistance","report_drafting_assistance","human_review_item_generation"] | openai | gpt-4o-mini | true | false |
| D | ["knowledge_evidence_mapping"] | internal-lexical-rag | rfa-internal-lexical | false | true |