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Building a Taiwan Stock Research Agent (Part 5): Walk-Forward Evaluation, Run Cards, and an Honest 50% Baseline

I do not measure whether the agent ‘feels accurate.’ I freeze parameters in walk-forward OOS tests, record a hash of every input in run cards, and keep the honest 5/10 = 50% golden-eval baseline so the agent has to admit that it is not accurate yet.