No it doesn't scale up smoothly – requires fixed instance sizes.
SOFTWARE
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The Critical Role of Engineering Infrastructure in AI Success
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The most underappreciated part of AI is crap engineering. A successful AI project involves 10 times more crap engineering than model building, and without great crap engineers your company is doomed. (E.g., OpenAI's #1 crap engineer was Greg Brockman.)
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True Scaling Requires Pay-Per-Computation Pricing Models
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When I say "can scale up", jumping from an anemic free tier to an $80/month instance doesn't count. The scaling has to be based on *actual computation time*.
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Cloud Provider Pricing Models: Fixed vs Usage-Based Billing
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Most providers either charge you a fixed monthly fee for some sized instance, or charge you for each 5 min period that you have >=1 query (which in practice means you'll pay for the whole month anyway).
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Postgres Provider Recommendations for Cost-Effective Database Computing
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Does anyone have suggestions for a Postgres provider that: – Only charges compute for time the DB is *actually* computing something
– Minimum cost is <=$10/month
– Can scale up. Only one I've found so far is @Railway
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Tenstorrent’s Open-Source AI Stack Strategy Against Nvidia Proprietary Model
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"Tenstorrent’s strategy is to attract AI developers by going beyond better hardware to offer an easy-to-use open-source software stack -" talking the importance of open source in automotive solutions with @ojoyoshida http://
ojoyoshidareport.com/with-nvidia-it
s-always-take-it-or-leave-it/
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JavaScript vs Python debate in AI development
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Yeah like I said js-OO is totally fine. But I think @swyx
's "js >> python" claim is very odd indeed. I've never heard anyone say such a thing in my life that I recall. So I'm really curious to understand where this is coming from. -
JavaScript Class System Built on Prototype Foundation Explained
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The newer style js class system is built on top of the prototype system. But yes most people exclusively yes that nowadays so maybe aren't familiar with the foundations.
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JavaScript vs Python: Object-Oriented Programming Comparison
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Wait you're saying js objects are better than python objects? The python meta-class system is a work of genius. js prototype-based OO is totally fine, and its simplicity certainly is a feature, but I can't see any argument to suggest it's ">>python"?
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Eight AI Tools to Optimize Business Operations and Productivity
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Trending AI Tools: From http://
CustomGPT.ai to Upmetrics and Delphi, explore 8 tools designed to optimize your business operations. Create stunning visuals, scale your expertise, and enhance your productivity effortlessly! #AI #TechTools