Here's how I think about our contest: If you only had backtesting, you could win by fitting. If you only had 1 month of paper trading, you could win by luck (taking excessive risks).

But our contest is 2 years of backtesting + live trading for a month. I don't think it is likely you can both overfit and be lucky with one strategy.