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d3d0e0e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 | # Architecture Simplification (Final Cleanup)
## Objective
Refactor the current implementation to keep Creative Track innovations while removing low-value complexity that did not improve benchmark quality.
## What Was Kept
- Strategic Coordinator
- Analyst Team (Schema, Domain, Document, Hypothesis, Verifier, Coordinator)
- Coordinator Synthesis artifacts
- Agreement score
- Disagreement visibility
- Replay artifacts
- Failure attribution
- Evaluation hardening
- AAT architecture and verification metrics
## What Was Simplified
### 1) Auditors are observability-only
Filter/Schema/Aggregation auditors remain active but are diagnostics-only:
- They observe and report risk signals.
- They do not trigger retry/replan.
- They do not override coordinator decisions.
- They do not modify execution path or final action.
### 2) Actionable disagreement control removed
Disagreement is now a collaboration report, not an execution-control signal.
- Removed disagreement-driven control semantics.
- Disagreement records are now limited to meaningful cases only.
### 3) Coordinator simplified to synthesis role
Coordinator synthesis now:
- aggregates opinions,
- computes agreement score,
- summarizes disagreements,
- explains dominant analyst interpretation vs final runtime action.
Coordinator synthesis does not alter runtime execution flow.
### 4) Meaningful disagreement definition
A disagreement is recorded only when at least one condition is true:
- confidence spread > 0.50, or
- analysts recommend different interpretation buckets (approve/rework/request-evidence).
### 5) Eval output simplified
Primary verbose/research collaboration section now emphasizes:
- Mean Agreement Score
- Schema Participation Rate
- Domain Participation Rate
- Document Participation Rate
- Coordinator Syntheses Generated
- Tasks With Meaningful Disagreement
Noisy fields were removed from the primary collaboration section and moved to research diagnostics when retained.
## Resulting Architecture Contract
Execution flow remains:
UNDERSTAND -> PLAN -> EXECUTE -> VERIFY -> SUMMARIZE
With additive observability:
- Analyst Team -> opinions
- Coordinator -> synthesis
- Auditors -> diagnostics only
- Replay + failure attribution -> explanation
No component except Planner / Executor / Verifier materially influences execution outcomes.
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