Research Methodology
Last updated: 2026-08-21
Overview
PapaCoder Insight publishes AI-assisted, evidence-driven economic and market research. The pipeline below reflects the implemented Insight V2 system (Phases 3–7).
Pipeline
- Research Question
- Source retrieval & verification
- Evidence extraction
- Data validation
- Claim graph & counter-analysis
- Scenarios (base / upside / downside)
- AnalysisPack (analytical artifact)
- ResearchReport draft (Writer is presentation-only)
- Grounding / Critic / Originality checks
- Human editorial review
- PublicationEligibility → publish
What we do not do
- Treat AI output as a primary source
- Allow agents to approve their own reports
- Publish BUY / HOLD / SELL recommendations in Phase 7
- Auto-publish Research Reports without human approval