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Zero-Shot or Zero Credibility? The Data Leakage Trap in Tabular Foundation Models

Foundation models promise forecasting without training. But the ‘no training’ claim hides a minefield of leakage risks that can sink your backtest.

#data leakage#forecasting#in-context learning...

AI Governance

Shadow AI Is Eating Your Enterprise, And IT Is the One Feeding It

Employees are pasting company secrets into ChatGPT whether you like it or not. Here’s what shadow AI really costs, why bans fail, and the control stack that works.

#AI Governance#data leakage#Enterprise Security...