If we build it, then it will frictionlessly tell us what to build.

My employer announced that AI costs will be billed back to departments. Token use (almost entirely among developers) was cut in half without affecting productivity, and perhaps even enhancing productivity because they had to think a bit about the best use of what they had instead of trying random things.

Only in the most utterly pedantic sense of the word "different" wherein you mean that by definition, infant mortality occurs early and wear occurs later. But they can both stem from the same root cause, which is a component not built with adequate tolerances. In other words, they can be the same fundamental issue, just expressing themselves at different times.

Most products don't have an MTBF. And things that do have MTBF are based on accelerated wear testing on a small number of units, and can have almost zero basis in reality. There was one model of major brand hard drive about twenty years back where a couple of RAIDs where I used to work got lost because the drives all died after such a predictable number of powered-on hours that by the time you could re-stripe the RAID, the next drive would die. They ended up making sure the drives had a high variance in powered-on hours before using them in RAIDs after that.

It's an example that proves or demonstrates a point. And the point it was proving was that the same root cause can be responsible for both catastrophic early product failures and premature deterioration-related failures.

This reminds me of a segment I saw about 15 or 20 years ago on a show called "How It's Made" that played on a channel like the Discovery Channel (before all cable became reality TV).

The segment was "How CRTs are Made". I was kind of surprised that CRTs were still being made, but I was especially surprised by the fact that they appeared to be American workers in the factory. They were doing everything pretty much by hand with no automation, and they were making some rather skinny looking CRTs. The show never elaborated on what the CRTs were for, but they sure didn't look like TVs.

I dug into it a bit after that using some clues I noticed in the show, and found out that these were cockpit displays for F15s or similar military aircraft. It's probably an item that you just don't go changing the specs on, and they understandably aren't going to farm out to TCL. I can't imagine how much each one cost, though. And I certainly wouldn't try to rack it up as a "win" for any of GWB's or Obama's trade policies.

Wear-out failures aren't always different from infant mortality failures, though. If the defect is caused by a design flaw in a component resulting in a structural weak point, that same weak point could fail after one use or a thousand, and it could just be a ticking time bomb. Someone could get very unlucky and find one that is slightly weaker, and it could break much sooner.

Case in point, I recall a machine where some people would have to have their laptops replaced every couple of months for motherboard failures, while others lasted for years, and it turned out to be dependent on how people closed their laptops at the end of the day and whether they pressed on the bottom of the case in a particular spot that wiggled the GPU. But if you handed one that had been working for five years to someone who used their left hand under the laptop while closing it, it would be dead in two or three months. If you replaced it with a brand new one, the brand new one would be dead in two or three months. And so on.

Who's going to be able to scrounge up an extra 12KB of RAM in today's market?

It looks like if you can't beat 'em, join 'em.

Yeah, and their whole argument is irrational. $1500/$30 = 50 months. A four-year ROI isnâ(TM)t irrational. Whatâ(TM)s irrational is companies expecting to make back their costs in a year, and expecting that because their service sucks so much that people wonâ(TM)t stay past the promotional period.

You keep using that word in the narrow terms of a computer programmer who just finished a training course where they drilled in the technical meanings of "authorization" vs "authentication".

However, a news article for the general public is not constrained by that context. The dictionary says that "authorization" in general is permission to do something. If you prompt an AI to do one thing with your bank account, then you didn't give it permission to do something else entirely, even if it got the logon credentials to do so. It wasn't authorized by you to do the other thing.

Here's another example: It's wartime and you got drafted. Usually you're not allowed to kill people, but the government handed you a gun and you're now authorized to kill enemy soldiers. That doesn't mean that you can just shoot your comrade next to you in the trench. And you certainly can't make the claim "But I was authorized to shoot Corporal Smith. You gave me a gun, after all!"

Consider a human analogy: In many cases, people give financial advisors access to one or more of their accounts so that the advisor can make trades or other transactions for the benefit of their clients. However, if an advisor suddenly starts making transactions that do not benefit the clients or are contrary to their agreed instructions, then that activity is unauthorized, even if they have login credentials.

In my experience, most sufficiently advanced use of PHP involves rendering the HTML. You can do it either way.

And most sufficiently complex PHP uses PHP as a full-fledged language, complete with classes, etc., and to the extent templates are used, the code in them consists of tiny partial-line-long fragments of code that call some method in some other file that is basically just code.

In other words, very fragmented code isn't caused by PHP; it's caused by the way that the developer chose to use PHP.

In the grand scheme of things someone being here illegally and working construction is about last on my list of priorities

They bother me.

They are taking up housing that US citizens could use....everyone keeps complaining about needing more housing, eh?

They are a burden on our schools and other public resources.

They are dead weight on our medical system...in many cities they overrun the ERs of hospitals making it difficult for true US citizens to get emergency care in their own country.

Just a few examples.,,....the US budget would save a lot of money if they were GONE.

It turns out that immigrants commit fewer crimes than citizen

There you go again, conflating ILLEGAL migrants with LEGAL migrants, especially those that actually wish to come legally and become US citizens because they want to melt in and believe in our principals ans way of life.

Add some guard towers with machine guns and the border is starting to look like post WW2 Berlin.

Except in Berlin they were trying to keep people IN....there's a big difference from letting people freely leave if they want....and invasion from foreign entities.

Frankly, iI'd be all for settting up our snipers, they could get some free practice...

And a No Man's land....complete with a field along the border of land mines.

Ok I have a name for the project...

Operation: Hot Tamale

Thank you...thank you....I'll be here all week...