When you're the size of Google, of course you can have it both ways. What's the entire point of effectively legalized regulatory capture if not the privilege of having it both (or 5 or 10 or N) ways?

The spec it came up with includes: which specific material is used for which specific component, additional components to handle cases where there's chemically incompatible or thermally incompatible materials in proximity, what temperature regulation is needed where (and how), placement of sensors, pressure restrictions, details of computer network security, the design of the computers, network protocols, network topology, design modifications needed to pre-existing designs - it's impressively detailed.

I've actually uploaded what it's produced to GitHub, so if the most glorious piece of what is likely engineering fiction intrigued you, I would be happy to provide a link.

Uh, debit cards do all those things. Only you don't have to engage in all the "make work" that middlemen loyalty programs incur. You spend money, it comes out of the money you have, it's a card. The merchant doesn't have to pay anybody to run a loyalty program, and then pass the costs on to you. The end.

I've mentioned this before, but I had Gemini, ChatGPT, and Claude jointly design me an aircraft, along with its engines. The sheer intricacy and complexity of the problem is such that it can take engineers years to get to what all three AIs agree is a good design. Grok took a look at as much as it could, before running out of space, and agreed it was sound.

Basically, I gave an initial starting point (a historic aircraft) and had each in turn fix issues with the previous version, until all three agreed on correctness.

This makes it a perfectly reasonable sanity check. If an engineer who knows what they're doing looks at the design and spots a problem, then AI has and intrinsic problem with complex problems, even when the complexity was iteratively produced by the AI itself.

Natural NNs appear to use recursive methods.

What you "see" is not what your eyes observe, but rather a reconstruction assembled entirely from memories that are triggered by what your eyes observe, which is why the reconstructions often have blind spots.

Time seeming to slow down (even though experiments show that it doesn't alter response times), daydreaming, remembering, predicting, etc, the brain's searching for continuity, the episodic rather than snapshot nature of these processes, and the lack of any gap during sleep, is suggestive of some sort of recursion, where the output is used as some sort of component of the next input and where continuity is key.

We know something of the manner of reconstruction - there are some excellent, if rather old, documentary series, one by James Burke and another by David Eagleman, that give elementary introductions to how these reconstructions operate and the physics that make such reconstructions necessary.

It's very safe to assume that neuroscientists would not regard these as anything better than introductions, but they are useful for looking for traits we know the brain exhibits (and why) that are wholly absent from AI.

They're not replicating our capabilities, nor could they. The architecture is completely wrong, as is the design philosophy. Brains are not classifiers, the way neural network software is, they are abstraction engines and dynamic compositors.

You will find that books written by the infinite monkeys approach are less useful than books written by conscious thought, and that even those books are less useful than books written and then repeatedly fact-checked and edited by independent conscious thought.

It is not, in fact, the book that taught you things, but the level of error correction.

You are correct.

When it comes to basic facts, if multiple AIs that have independent internal structure and independent training sets state the same claim as a fact, then that's good evidence that it's probably not a hallucination but something actively learned, but it's not remotely close to evidence of it being fact.

Because AIs have no understanding of semantics, only association, that's about as good as AI gets.

So what do you get from using a credit card if you always pay it off? Are you magically always one month behind being able to afford anything?

I'm guessing it's not that. Do you get points? Services? Goodies? I wonder how credit card companies pay for those? Oh yeah, you pay for them - and that's even if you use the stuff that comes "with" credit cards. Truly the ultimate middleman/redistribution scheme.

Yes, I'm sure Nintendo's lawyers have not considered the legality of their business practices in their largest market. *rolls eyes*

Have you taken apart everything in your home to ensure there are no recording devices embedded inside them? Get a grip, bro.

I can't think of a single other country that claims to be civilised that has a tax code so complicated you need vast amounts of software and a high-power computer just to file what is properly owed.

TLDR version: The system is engineered to be too complex for humans, which is the mark of a very very badly designed system that is suboptimal, inefficient, expensive, and useless.

Let's pretend for a moment that you've a tax system that taxes the nth dollar at the nth point along a particular curve. We can argue about which curve is approporiate some other time, my own opinion is that the more you earn, the more tax you should pay on what you earn. However, not everyone agrees with that, so let's keep it nice and generic and say that it's "some curve" (which Libertarians can define as a straight line if they absolutely want). You now don't have to adjust anything, ever. The employer notifies the IRS that $X was earned, the computer their end performs a definite integral between N (the top of the curve at the last point you paid tax) and N+X, and informs the employer that N+X is the money owed for that interval.

Nobody actually does it this way, at the moment, but that's beside the point. We need to be able to define what the minimum necessary level of complexity is before we can identify how far we are from it. The above amount has no exemptions, but honestly, trying to coerce people to spend money in particular ways isn't particuarly effective, especially if you then need a computer to work through the form because you can't understand what behaviours would actually influence the tax. If nobody (other than the very rich) have the time, energy, or motivation to find out how they're supposed to be being guided, then they're effectively unguided and you're better off with a simple system that simply taxes less in the early amounts.

This, then, is as simple as a tax system can get - one calculation per amount earned, with no forms and no tax software needed.

It does mean that, for middle-income and above, the paycheck will vary with time, but if you know how much you're going to earn in a year then you know what each paycheck will have in it. This requires a small Excel macro to calculate, not an expensive software package that mysteriously needs updating continuously, and if you're any good at money management, then it really really doesn't matter. If you aren't, then it still doesn't matter, because you'd still not cope with the existing system anyway.

In practice, it's not likely any country would actually implement a system this simple, because the rich would complain like anything and it's hard to win elections if the rich are paying your opponent and not you. But we now have a metric.

The UK system, which doesn't require the filling out of vast numbers of forms, is not quite this level of simple, but it's not horribly complicated. The difference between theoretical and actual is not great, but it's tolerable. If anyone wants to use the theoretical and derive an actual score for the UK system, they're welcome to do so. I'd be interested to see it.

The US, who left the UK for tax reasons (or was that Hotblack Desiato, I get them confused) has a much much more complex system. I'd say needlessly complicated, but it's fairly obvious it's complicated precisely to make those who are money-stressed and time-stressed pay more than they technically owe, and those who are rich and can afford accountants for other reasons pay less. Again, if anyone wants to produce a score, I'd be interested to see it.

Enjoyable and appropriate reference.

It's not well defined what he's defending against or what it looks like when an agent goes bad (or how to check their motivations, etc). This is a money grab, nothing more.

There used to be a nuclear power plant in Brazil that at one time locals called The Firefly due to its operating history. Clinton Nuclear Plant is the US' closest equivalent to that. ComEd, which has a long and large if not always 100% successful of running nuclear plants, spent years resisting all pressure from the ICC and state government to take it over from its original owner and then when their new corporate parent forced the issue spent years and many careers trying to make it work.