A black box shouldn’t matter. For example a strategy (whether black box or not) may detect corporate buy-back pattern that applies to one company but not another.
But stocks are different and difficult, so I do trade vast number of stocks using few strategies. Though at the same time I have dozens of strategies per each stock/company, and may still add some of them to strategy pool.
While with futures and forex there may be different trading patterns, for example depending on the weather, airlines buying crude, others hedging against gas, specific banks/countries buying currencies, etc.
I’d expect those patterns to change over time, but nevertheless I get different results using different strategies.
And I hate to refer to just one guy, but Ernie stated that results speak for themselves, even though he and everyone else assumes that using single strategy across multiple instruments sounds more logical.
If your results show something different then this confirms that different strategies may work differently, so no one may even agree on what works best...
Results do speak for themselves