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ABMLP-X Data Flow — Overview Real-world UK time-series → agent-based models → AI-assisted analysis → Gilt hedging strategy Input Time-Series Data Google Sheets Government expenditures Central bank interest rates Taxation rates Agent-Based Monetary System Models Shared core UK macroeconomic inputs ABMSIM — Simple ABMPC — Portfolio Choice ABMLP — Liquidity Preference Outputs end at macro + agent-level data ABMLP-X Liquidity Preference — Extended Model Outputs Macro-level results Agent-level results No further processing ABMLP-X Analysis Pipeline Jupyter (Colab) Notebook Model output + UK data AI-assisted analysis Outcome UK Gilt portfolio hedging strategy Additional UK Data Supplementary series used only in ABMLP-X analysis ABMLP-X — GiltEdged.systems