The way AI is trained today creates a black box solution, the author says only the developers of the model know what goes on inside the black box.
This is major pain point in AI, where we are trying to understand it so we can make it better and more reliable. The author mentions that unless AI companies open source their work, it's impossible for everyone else to 'debug' the circuit.
Zero knowledge proofs are how they are trying to combat this, using mathematical algorithms they are trying to verify the output of an AI model in real time, without having to know the underlying intellectual property.
This could be used to train AI further and increase the reliability of AI drastically, so it could be used to make more important decisions and adhere much more easily to the strategies for which they are deployed.
Don't be so cynical, and the value you put on tradition is an entirely personal thing. Valentines day has been celebrated for hundreds of years as well so it's by definition a tradition.
We spread out days throughout the year to put emphasis on the people who are dear to us, ofcourse we should show them every single day, but it's not a bad thing to highlight a day of the year.
And since you've decided it's only about consumerism, let me give you a few ways to go above and beyond for you partner without having to resort to consumerism:
The amount of value placed in a day like today depends on relationship, but saying it's only about consumerism is such a big cop-out.