Diminishing Returns in AI: The Most Common AI Mistake

At some point, more of the same stops paying off … it is called the law of diminishing returns.

Law of Diminishing Returnsvia Sketchplanations

Nature (and common sense) reminds us that equilibrium is important. For example, when you exercise too much, you get injured; when you drink too much water, you get poisoned; etc. 

This concept applies almost everywhere.

  • It's why diversification is so important in portfolio construction theory. 
  • Or, why you don't want to put all your eggs in one basket (concentrating your risk).
  • And, my favorite, it's also why you shouldn't only eat vegetables.

A related nugget of wisdom from the extreme … Too much of a good thing is a bad thing! 

And of course … Be moderate in everything, including moderation.

A recent study on the effects of ChatGPT use on brain activity also supports this theme. 

via "Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task

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