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A.I.'s future: it's more than the model, it's the system



Excerpt: "Today, the race to build the smartest AI model is still on—but it’s becoming increasingly clear that this won’t be the exclusive domain of a few wealthy tech giants. DeepSeek has already demonstrated what’s possible with its somewhat-open models. The real value, though, lies in what happens around the model.


For example, LLMs became significantly more useful when they gained the ability to fact-check themselves using real-time web data—and cite their sources. Now, models are beginning to operate systems beyond themselves. Both Anthropic and OpenAI, for instance, have models that can control aspects of a personal computer."


 
 

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David Lilienthal’s account of his years running the Tennessee Valley Authority can read like the Abundance of 1944. We still have a lot to learn from what the book says — and from what it leaves out.

 
 

One  objective:
facilitating  those,
who are so motivated,
to enjoy the benefits of becoming  humble polymaths.   

“The universe
is full of magical things
patiently waiting for our wits to grow sharper.”


—Eden Phillpotts

Four wooden chairs arranged in a circle outdoors in a natural setting, surrounded by tall

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Nikola Tesla

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Vincent Van Gogh

" The unexamined life is not worth living."  

Attributed to Socrates​

“Who knows whether in a couple of centuries

there may not exist universities for restoring the old ignorance?”

Georg Christoph Lichtenberg

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