To answer the question posed in the header of this report, it’s apparent that using open models is indeed the approach offering the biggest savings, followed by smart model routing. Spending controls and context optimization also bear down on costs, but they don’t come close to the first two techniques in results.
In most of the world there is: no real willingness to solve problems nor an acceptance of people offering to solve their problems (out of pride) simply too much regulation so the problem cannot be solved without a license or long approval time very low standards of what is deemed acceptable so the problem isn't seen as a problem in the first place
we are making a trade-off where because we don't have very good alignment technology. We are going to like make an alien mind with its own values and then gamble on that to some extent rather than doing this other approach of making like a tool that pursues individual user intention.
You look under the underneath though at the code and it was just a horrible unmaintainable mess. But the fact that people could program the programs that they wanted was a a significant step forward as opposed to I'm going to write a thousandpage requirements document and then wait 8 years and not get what I want which was the alternative that we were offering at the at the time.
Playground by Richard Powers is a strange and wonderful novel set (mostly) on a remote atoll in French Polynesia that follows the tangled lives of an environmental advocate, a sculptor, a tech entrepreneur, and a brilliant bookworm trying to escape the grinding poverty of Chicago's South Side. The richly drawn characters drive the story, but what I love most about the book is that it's a love letter to the ocean with prose that comes closer than anything else I've read to capturing what it feels like to, for example, dive a thriving coral reef.
A reminder that my novel Metallic Realms is available at a bookstore near you. Reviews call it "brilliant" (Esquire), "a total blast" (Chicago Tribune), "unrelentingly smart and inventive" (Locus), and "just plain wonderful" (Booklist). Maybe the perfect holiday gift for the booklover in your life?
If you have a nation of 1 million people and you are ruling over hundreds of millions of people, hundreds of millions of people, China, Russia, the Middle East, you do not do that through warfare. You conquer them initially through warfare, but you do not rule them through warfare. You've got to be offering something that they want, something that they like.
I think it's even more impressive what OpenAI did in 2022. At the time, no one believed in mixture of experts models at Google who had all the researchers. OpenAI had such little compute and they devoted all of their compute for many months, all of it, 100% for many months to GPT-4 with a brand-new architecture with no belief that, "Hey, let me spend a couple of hundred million dollars, which is all of the money I have on this model." That is truly YOLO.
And almost single-handedly, Friedman will introduce political and ideological diversity into the field of economics because, from his beachhead in Chicago, he will develop the theory of monetarism.
What is important to note though is that they thought of all of those as emergency measures to get through the emergency not as permanent alterations in the state of what had to be and not permanent alterations between state and market
Diverting attention and resources from global health and poverty is an enormous gamble, as it will make many lives poorer, sicker, and shorter in the name of fending off threats that may or may not materialize.
This book surveys theories of creativity, contrasting four competing explanations: expertise, genius, society, and chance, in offering a model for how creativity works. Simonton's work provides a nice hybrid between the purely anecdotal work of biographers and the data-driven work of experimental scientists.
At first glance the Fastball struck me as a humble offering, but it quickly grew on me. Mostly after I started to carry and use it. I wasn't immediately impressed when I pulled the Fastball from it's box, and as a collectible I'd probably pass. But as a user piece I can easily recommend it.
Let me close by offering a sincere thanks to those in the Rust community who have been working so long to develop such a terrific piece of software – and especially those who have worked so patiently to explain their work to us newcomers.
Amazing point: Would your belief in something stand up to the question, “Wanna bet?” If you had to gamble significant money on that belief, would you still feel 100% about it? Or maybe more honestly 60%? This creates healthy skepticism encouraging you to seek the best information instead of just defending your belief. Now objective accuracy wins instead of argument. Combine with “The Biggest Bl…
It was probably the first book in English to bring serious academic scrutiny to Chinese food culture, and to use the scholarly techniques applied to other subjects to food, offering the views of different experts on different periods of Chinese history.
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