The machines are coming! They’re going to steal our jobs, our livelihoods, and maybe even turn us into goo-covered batteries for their twisted mechanical needs. Or, you know, just take our jobs. Whatever.
But it turns out, even that might not be entirely true, at least to the degree many people fear. In fact, artificial intelligence, the technology many people imagine will be their professional undoing, could actually help them become more efficient at their jobs. That’s according to the results of a study conducted by researchers from
“Our conclusion is that what’s likely to happen isn’t the wholesale replacement of jobs by computers,” Mitchell explained. “There will be a gradual evolution and redefinition of jobs so that the tasks that can be automated will be, which will free you, the person, to do other tasks more.”
The study, which was published in the
The study’s authors,
Mitchell points to the example of a dermatologist tasked with diagnosing skin cancer based on images of a patient’s skin blemishes to determine whether the marks are cancerous or not.
The large amount of data in that situation would be the vast number of photos of cancerous and noncancerous blemishes available to doctors. That data is also available online, you’ve likely searched Google for them yourself after spending too much time in the sun.
“What happened there is that the machine learning algorithm was given about 130,000 training examples with the ground truths for determining whether or not [a blemish] was cancerous and that program was able to come up with a better strategy than the dermatologists,” Mitchell said.
Essentially, the machine learning algorithm was given examples of blemishes that are cancerous and those that aren’t and the machine was eventually able to make determinations about new blemishes on its own.