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Rationality-Constrained Forecasting Prior

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Rationality-Constrained Forecasting Prior

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A time-series forecasting model, derived from fine-tuning a large foundation model on economically structured synthetic data, whose outputs are guaranteed to satisfy specific behavioral axioms like GARP.

Why It Matters

This term defines the resulting model: a foundation model whose predictions are inherently constrained by a set of desired economic rational behaviors learned from synthetic data.

Evidence

The fine-tuned model serves as a rationality-constrained forecasting prior: it learns price-quantity relations from GARP-consistent synthetic histories

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