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"What are folks’ views on systems so large where cold-starting the whole system is almost impossible?"... — M'colleague In A Slackroom Next Door.

Another question might be; why do machine learning at all? I'm not big into ML/AI though I've been poking it more recently as the open models, such as Stable Diffusion and the more practical Whisper, caught my curiosity. I have a very decent GPU (3090 Ti) and I've poked around a bit. I don't consider ML a super exciting solution to all the problems or a harbinger of general artificial intelligence. There have been some impressive things done recently for sure. There have also been some honestly grotesque overreach with regards to rights and consent. I'm not your AI hype man...

Author, A. M. Kuchling,, Release, 0.32,. In this document, we’ll take a tour of Python’s features suitable for implementing programs in a functional style. After an introduction to the concepts of ...

Learn how to avoid traps with Java Optional and how to use it efficiently by taking the best of this API to make a readable code.

Many Java developers often overlook its functional programming capabilities. Learn how to chain Optional and Either to write concise and beautiful code.