this dumbfuckery? Get on it people!
http://www.cc.com/video-clips/idgl7i/stand-up-barry-sobel--flaking
factor being reported, it is our experience that Google beats the pants of Alexa for most things. Still, we use Alexa for music (with sometimes hilariously stupid results) and simple timers. The family often will pose questions to Alexa and when she can't answer, Google home is usually able to provide an answer phrased exactly the same way.
do you want to get paid when the project is done?
If you can afford to wait to get paid when the project is done, then become a consultant/contractor and bid your software projects appropriately (sans estimate, if you agree with the article).
But if you like getting paid every two weeks as an employee, then a manager has to be able to at least pretend that the work will eventually get done by a certain time and at a certain cost or the project typically won't get funded to begin with, thus schedules and estimates.
-- Reading the above, you might think I was a manager, but to be clear, I have never worked as a manager. I have worked as a software developer for Fortune 500 companies, tiny startups, and 100+ employees and as a consultant. I hate making development estimates but as long as I don't work for free, I don't expect those that pay me to not request them.
The problem, in general, is detecting the discrimination in the first place. The article keeps the explanation on the simplistic (and legally significant) terms by framing the issue as discrimination against "protected classes".
But the AI problem of 'prejudice by inference' is not limited to the socially negative connotation of prejudice as mentioned in the article. Your AI may be discriminating in unsuspected ways that cost your hypothetical insurance company profit by overcharging a customer category that would be statistically less likely to file a claim. Detecting that sort of discrimination is harder because the demographics won't necessarily fall into the culturally defined categories that humans have created.
"Who alone has reason to *lie himself out* of actuality? He who *suffers* from it." -- Friedrich Nietzsche