The dataset Z is a collection of facts. The output Y captures the patterns from Z. The LLM can generate novel insights (facts) that satisfy Y without violating the data processing inequality if we consider the patterns to be a part of the information of Z.
I don't think this would be a factor. Some PCI-E 4.0 SSDs already come with metal heatsinks out of the box. If future SSDs needs addtitional cooling, this will be communicated to the buyer.
I think that the bigger question is whether 25W can be phisically supplied to the drives by contemporary motherboards. What is the power limit for the m.2 ports?
I use "Remote - SSH" to develop on a VM. I try to keep the amount of software I run on my laptop to a minimum to keep it cooler and quieter. I have a VM on my workstation PC at home, which has a much better CPU than my laptop. The VM runs vscode backend, while the laptop runs vscode frontend, slack and a web browser.
It's only paranoia if you are not being watched. Watching you is the main business of many companies. Therefore, installing this extension is evidence of having basic understanding of modern advertising, rather than evidence of paranoia, in my opinion.
I am sure that this distinction between a near-OOM condition and an actual OOM condition matters to someone familiar with the current kernel implementation. You seem confident describing what happens when the memory gets closer to full, so I believe you. However, the user experiences the PC freeze during certain conditions, however you choose to name them, and it is during that freeze period the user needs a program to be killed to free some memory and prevent the freeze. I would take one crashed program over power cycling the entire PC any day of the week.
You don't have to bind to 0.0.0.0:[port]. If you want the server to remain accessible only locally, bind the container to 127.0.0.1:[port]. Docker is not preventing anyone from doing this.