Not really. You can get manual pumps for PEX A which are about the same price as a tile cutter… They are fine. You only need those 500$ power tool expanders if you were doing plumbing all day every day.

Similarly, everyone benefits from roads, even if they don’t drive, even if they are a house hermit. What you thought you amazon package was just teleporting? Your life saving medicine? Your food?

Depending on where you are in the world, and how much of this is coming out of pocket, this is either really good or pretty bad.

The left-right linear political spectrum is a simplified fiction. I think it is a waste of time to try to fit people on this spectrum.

If my laptop is offline can I just not use it because it can’t confirm my id?

Yes. The powers at be will stop at nothing to take more, and more, and more power away from you. This is human nature.

I think it is safe to say that OP’s question was lay speak for “what is the mean time to get to a result”. Other than that I don’t think you actually addressed the question.

Let me try to get it started:

Randomly generating music might be akin to password cracking. Cracking short or simple passwords can be very fast, while cracking long or complex passwords can be very long. The rate of password guessing also affects the time to get a result.

To calculate an answer, we need the following information:

• Guessing speed (how fast is each “song” generated and checked?)
• Minimum “song” length that needs to be generated
• Complexity of “song”: how many instruments (“voices”), resolution (are whole notes only ok, or do we need. Half or quarter notes?)
• Settle on some subjective definition of “song”. Is S.O.S. in morse code a “song”

You might be able to take a genre of music, and decompose the songs within to get some answers… I don’t have the time for that. Anyone want to take a stab at estimating the calculation?

Do nothing about school shootings. Destroy hobbies and manufacturing instead. America is rotting from the inside.

Did they haul out a nativity scene? Go to church? No? Then it was a cultural celebration, not a religious one. Nothing hypocritical about that.

Might be a good time to remember that Christmas has adopted many pagan traditions.

I guess it depends what you run, and how the projects/containers are configured to handle updates and “breaking changes” in particular.

But also, I’m being a bit broad with the term “breaking changes”. Other kinds of “breaking changes” that aren’t strictly crashing the software, but that still cause work include projects that demand a manual database migration before being operational, a config change, or just a UI change that will confuse a user.

The point is, a lot of projects demand user attention which completely eclipses the effort required to execute a docker update.

Are you updating 1000’s of stacks every week? I update a couple critical things maybe once a month, and the other stuff maybe twice a year.

I don’t recommend auto updates, because updates break things and dealing with that is a lot of work.

Documentation is for onboarding other people. Why on earth would I need to onboard other people to something self-hosted?

You would be correct for a switch only, but not a router (serving multiple VLANS and/or hosts via a trunk port connected to a single switch or WAP). https://en.wikipedia.org/wiki/Trunking

Star Field is a great example of a game that has amazing, immersive visuals, but the crappiest gameplay imaginable. All style, no substance. In the end it makes for an overall still crappy experience.

I can’t think of a more fitting title to showcase this AI tech.

What are the odds it’s self sabotage in an attempt to force the ship to leave.

How is the average person going to know that? If Joe blow can’t easily get to the distro they “should be using”, Linux ain’t happening for most people.

It all makes sense if we remember that the garden variety AI we have today (ChatGPT, etc) are nothing more than fancy models that predict which words typically appear one after the other in books and reddit posts.

I enjoyed the depth of this answer. That being said…

4 copies seems like a level of paranoia that is not practical for the average consumer.

3 is what I use, and I consider that an already more advanced use case.

2 is probably most practical for the average person.

Why do I say this? The cost of the backup solution needs to be less than the value of the data itself x the effort to recover the incrementally missing data x the value of your time x the chance of failure.

In my experience, very few people have data that is so valuable that they need such a very thorough backup solution. Honestly, a 2$ thumb drive can contain most of the data the average user would actually miss and can’t easily find again scouring online.

You can hide from authority, and that’s fine, but you still have to grapple with the reality that machines can make very convincing text. Your niche underground software will not shield you from this problem. We need new solutions to adapt to this reality.

You think console prices won’t be affected by ram supply issues?

It’s a very easy movie, almost guaranteed to work, and makes them money. I don’t know why they’re not doing it.

Probably because export tariffs make your product less appealing to import compared to other potential competing exporters who don’t collude on an export tax, or the target country who might be incentives to produce domestically instead of importing. Obviously, some industries are more geographically locked than others, but these deals still have knock on effects.