Its a matter of degree. If 90% of the cost savings are from a new, smarter architecture, it doesn't make sense to point to the API terms as the reason for it being so cheap.
That's completely unrelated. The Euro wasn't designed as an alternative to make USD obsolete. The Euro did do exactly what it was designed for, to unify much of Europe under one currency and economic system.
Why wouldn’t we want people to continue iterating on designs? Should all the world’s designers just start trying to become manufacturing planners? Of course not. This would be a terrible use of their skill set. But more than that, why in the world are you criticizing people who are just trying to help? At a minimum these people are helping to inspire hope.
Ha. I did this exact same thing for a project in college using echonest and linear regression. In the end, we were unable to find a single statistically significant coefficient. We ended up having to change our project completely. Kudos to your team for finding something there
I also did something similar in college but due to similar issues noted pivoted to genre classification with extracted audio features. With that though I was actually able to get a pretty accurate classifier going.
Cool article. I was fortunate enough to experience some places similar to these first hand during a visit to Tokyo. One of the most impressive things to me was the bartenders’ uncanny ability to pick the perfect next song. In a sea of old, unidentifiable records, they were able to pick out exactly which record and subsequent song they wanted. And the timing of their transitions between songs...incredible. All while serving you drinks.
I find this an interesting and refreshing part of snapchats’ advertising platform (to be clear I do not care about what the kardashians ate for breakfast). Spiegel has said in the past that they would strive to not target individual users based on browsing history, etc. as Facebook and Twitter do. https://venturebeat.com/2015/06/22/ceo-evan-spiegel-in-canne.... This was before the app went public and I’m sure there has been significant pressure from shareholders to produce a better product for advertisers that makes even more money. However, it seems at some point these “untargeted ads” were/are intentional
There certainly is a right way to apply it. No where does that rule say the last 20 percent of reward takes 80 percent of the effort. That's grossly mischaracterizing the rule.
Sure Deepseek may publish their weights so you dont have to use the API, but the point still stands for the API.
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