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Three Great Machine Learning Paradoxes
About The Author 
I installed my Nest Thermostat a little over a year ago. This “learning” machine was billed as being able to study the habits of people and adjust the settings to optimize both temperature and energy usage.
But ever since then I’ve found myself in a constant battle with my thermostat. It’s cooling things down when I need heat, warming things up when I’d rather be cool, and the amount of energy it’s saved is far less than the loss of productivity I’ve experienced from being uncomfortable.