I've never had to defragment the ext4 drives in my server. Ext4 is fairly resistant to fragmentation.

So is there a way to fill my social media with endless markov chains without: Spamming other users. Just sticking them all in some dedicated channel that would allow them to be easily filtered out.

What are you on about with this? Last news post 2013?

You do. But you also plan in the case the surrounding infrastructure fails. But more to the point, in some cases it is better to produce (parto of) your own electricity (where better means cheaper) than buy it on the market. It is not really common but is doable.

There is a huge difference between an algorithm using real world data to produce a score a panel of experts use to make a determination and using a LLM to screen candidates. One has verifiable reproducible results that can be checked and debated the other does not. The final call does not matter if a computer program using an unknown and unreproducible algorithm screens you out before this. This is what we are facing. Pre-determined decisions that human beings are not being held accountable to. Is this happening right now? Yes it is, without a doubt. People are no longer making a lot of healthcare decisions determining insurance coverage. Computers that are not accountable are. You may have some ability to disagree but for how long? Soon there will be no way to reach a human about an insurance decision. This is already happening. People should be very anxious. Hearing United Healthcare has been forging DNRs and has been denying things like treatment for stroke for elders is disgusting. We have major issues that are not going away and we are blatantly ignoring them.

Got it, at that point (extremely high voltage) you'd need suppression at the panel. Which I would hope people have inline, but not expect like an LVD.

Internet access should be a utility like electricity and water until all three, along with housing, medicine, and food, can be free to all.