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He argues that usable AI requires clear metrics or outputs, clean data, and a working algorithm structure.
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Kepler's data-supported claims that planets move around the Sun and in elliptical orbits challenged theological assumptions that heavenly motion must be perfect and circular.
He argues that usable AI requires clear metrics or outputs, clean data, and a working algorithm structure.
He says subjective questions like the best ice cream cannot be turned into AI problems because they lack clean, objective data.
"...Right? And what's remarkable about Kepler is that just from this data, he was able to make certain predictions about the stars that we've..."
"this is wrong and what the computer then does is we find this model until it becomes this doesn't make sense okay so what..."
"need to solve then is data okay for input but the thing about data is that it has to be cleaner than the score..."
"structure it cannot create by itself okay so if I'm able to do all three things then I'm able to use AI to optimize..."
"...that it is focused on relentless expansion, and that means building data centers everywhere and anywhere. Okay. So open AI wants. It's about a..."
"okay all data from the internet and then it translates it into um a idea okay so you ask uh you curry the LMM..."
"...for supervised machine learning work. And these three conditions are clean data. Okay, the data you present to the computer have to be correct...."
"...Because I already told you that what AI needs is clean data."
"It needs a lot of data. And unfortunately, in America, there are things such as privacy, okay? So this is a school in Hangzhou,..."
"...you can see, year by year, they're putting more money into data centers and AI, okay? So this is 2023, then four years later,..."
"...says that, we're going to spend about $500 billion to build data centers in order to help promote AI in America, okay? So the..."
"...to expand into the UAE. The company plans to build a data center compass in Abu Dhabi, which is seven times larger than Central..."
Science begins here as a theological discipline of doubt.
The final class turns collapse into an assignment: build a democratic psychohistory that can model war, correct history, answer great-man edge cases, and still preserve the human heart that wants to love, create, learn,...
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