There are some typos like "if" instead of "of" that seem to imply at the very least, some of it is verbatim written by a person. Given the subject matter, I'd be extremely surprised if this was 100% AI but one thing I've totally done for similar technical writing is ask AI for help refining a rough draft. There's some suggestions I'd ignore but the larger grammatical and sentence structure suggestions I'd usually adopt.
A bootable container, kernel included, is not a container. Building a whole new OS image for patches isn't a bad idea, but depending on the workload this might be a non-starter. At the very least, make updates to the OS image incremental ala OSTree. kexec can also be a nice speedup on server hardware but that carries its own risks from kexec itself but also from lack of exercising cold boot. It's not nice to find out about a few percent of hosts failing to boot all at once because nothing tested it for months until the power outage.
IMHO, optimizing your update process and treating whole OS environments like we do containers is good, but there are plenty of environments like stateful services where a rolling reboot can still take months to complete if done in a naive way.
While DAOS looks cool, from their roadmap it looks like they still don't have a fault domain larger than a server... Their erasure coding profiles also look pretty thin. I'm ex-Meta, our infra had vastly different availability and reliability requirements but that looks like it'd be painful to support at scale.
You can shrink XFS, but only the realtime volume. All you need is xfs_db and a steady hand. I once had to pull this off for a shortened test program for a new server platform at Meta. Works great except some of those filesystems did somehow get this weird corruption around used space tracking that xfs_repair couldn't detect... It was mostly fine.
Personally what stands out to me for 3FS isn't just that it has a FUSE client, but that they made it more of a hybrid of FUSE client and native IO path. You open the file just like normal but once you have a fd you use their native library to do the actual IO. You still need to adapt whatever AI training code to use 3FS natively if you want to avoid FUSE overhead, but now you use your FUSE client for all the metadata operations that the native client would have needed to implement.
If you already know the checksum for some huge chunk of the message then you don't need to recompute it to append some data and get a new checksum (at least for CRC). On the read side you would want to have checksums at whatever granularity you want to be able to read but for a larger combined CRC checksum you don't need to ever reread data to append or prepend to it.
Wifi would probably be the easiest. Either hide a dummy AP in the house or use a combination of multiple neighbors APs. If you don't see any beacon frames from the dummy SSID for a 30 second period then lock/shred the computer.
Wifi 5/6 sometimes rake up to a couple of minutes to get online (DFS and whatever) so 30 seconds is like smoking near an open can of gasoline: mostly fine but when it's not...
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