SSRNML & AI Methods

Do AI Models Remember Indian Company Financials? Evidence on Look-Ahead Bias by Firm Size

Large language models recall Indian firm financials from within their training data with accuracy that declines sharply for smaller firms, creating serious look-ahead bias in LLM-based backtests.