If you鈥檝e worried that AI might take your job, deprive you of your livelihood, or maybe even replace your role in society, it probably feels good to see the latest AI tools fail spectacularly. If AI recommends glue as a pizza topping, then you鈥檙e safe for another day. But the fact remains that AI already has definite advantages over even the most skilled humans, and knowing where these advantages arise鈥攁nd where they don鈥檛鈥攚ill be key to adapting to the AI-infused workforce. AI will often not be as effective as a human doing the same job. It won鈥檛 always know more or be more accurate. And it definitely won鈥檛 always be fairer or more reliable. But it may still be used whenever it has an advantage over humans in one of four dimensions: speed, scale, scope and sophistication. Understanding these dimensions is the key to understanding AI-human replacement...
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