Apple's phones are responsible for most of their revenue. The phones are designed to pretty much exclusively interact with social media and take photos. AI doesn't really add anything to that experience since advertisement consumption by humans is the ultimate objective. That's why even though Apple's Siri has been about the most useless assistant in existence for years, Apple isn't in a rush to replace it. It simply doesn't have a big impact on their revenue.
Microsoft has been criticized for investing in AI heavily. But it actually makes sense for Microsoft if you consider the nature of their business. The problem is not with the investment per se but with what they got out of it. Unfortunately, Microsoft sucks at product management, so instead of creating useful stuff that users want and are ready to pay for, they created stuff that no one understands, no one can use, and no one wants to pay for. Github copilot is an exception of course. I'm talking more about their Office 365 AI.
The piano analogy is incomplete. First, of all, a piano constructs sounds by combining multiple string sounds in a unique manner. But the idea behind transforms (Fourier being a particular case) is that you can take a function (“sound”) that isn’t necessarily produced by combining components and you can still decompose it into a sum of components. This decomposition is not unique in the general case as there are many different transforms yielding different results. However, from the mathematical (and i believe, quantum mechanical) standpoint, there is full equivalence between the original function and its transforms.
The other important point is that Fourier doesn’t really give you frequency and loudness. It gives you complex numbers that can be used to estimate the loudness of different frequencies. But the complex nature of the transform is somewhat more complex than that (accidental pun).
A fun fact. The Heisenberg uncertainty principle can be viewed as the direct consequence of the nature of the Fourier transform. In other words, it is not an unexplained natural wonder but rather a mathematical inevitability. I only wish we could say the same about the rest of quantum theory!
All analogies are incomplete. It's kinda inherent in the definition of the word.
But it is a lovely, real-world and commonly understood example of how harmonics can work, and thus a nice baby-step into the idea of spectral analysis.
The political climate is completely different. The US is no longer an ally but a fascist regime actively supporting far right and nazi movements in Germany. What made sense 8 years ago probably doesn’t make sense today.
Is it still a thing in the US though? There was a bit of that in Canada briefly but then everyone saw the ridiculousness of the radical approach in 2023. Universities have been distancing themselves from such groups since then.
Obviously. But part of a democracy is voting on politicians who will choose what resources are distributed. Do you think "TANSTAAFL" every time you take a road without paying a toll?
Is it provided as you described or is it more like “please do FizzBuzz”? If it’s the latter, that would explain why some people may have trouble with this task… I think we both agree it’s ridiculous to test if the interviewee knows what FizzBuzz stands for, and yet… let’s just say i know a few people who treat interviews as a jargon recall context.
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