One of the most fascinating aspects of H2O is the sheer number of forms it can take under different conditions.

...that there's a LOT of minerals and other nutrients in food, only a fraction of which are produced from chemicals in fertilisers, O2, and CO2. If you produce too much with too little consideration of the impact on the soil, you can produce marvellous dust bowls but eventually that's ALL you will produce.

There's a lot of stuff that is on the Internet that doesn't end up in AIs, either because the guys designing the training sets don't consider it a particular priority or because it's paywalled to death.

So the imbalance isn't just in languages and broader cultures, it's also in knowledge domains.

However, AI developers are very unlikely to see any of this as a problem, for one very very important reason --- it means they can sell the extremely expensive licenses to those who actually need that information, who can then train their own custom AIs on it. Why fix a problem where the fix means your major customers pay you $20 a month rather than $200 or $2000? They're really not going to sell ten times, certainly not a hundred times, as many $20 doing so, so there's no way they can skim off the corps if they program their AIs properly.

Let's take a look at software sizes, for a moment.

UNIX started at around 8k, and the entire Linux kernel could happily sit in the lower 1 megabyte of RAM for a long time, even with capabilities that terrified Microsoft and Apple.

The original game of Elite occuped maybe three quarters of a 100k floppy disk and used swapping and extensive use of data files to create a massive universe that could be loaded into 8k of RAM.

On a 80386SX with 5 megabytes of RAM (Viglens were weird but fun) and a 20 megabyte hard drive, running Linux, I could simultaneously run 7 MMORGs, X11R4, a mail server, a list server, an FTP server, a software router, a web server, a web cache, a web search engine, a web browser, and stil have memory left over to play Netrek, without slowing anything down.

These days, that wouldn't be enough to load the FTP server, let alone anything else.

On the one hand, not everything can be coded to SEL4 standards (although SEL4, by using Haskell as an initial language to develop the core and the proofs, was able to cut the cost of formal programming to around 1% of the normal value). On the other hand, a LOT of space is gratuitously wasted.

Yes, multiple levels of abstraction are a part of the problem. Nothing wrong with abstraction, OpenLook is great, but modern abstraction is mostly there due to incompetent architecture on previous levels and truly dreadful APIs. And, yes, APIs are truly truly dreadful if OpenLook is the paragon of beauty by comparison.

The solution is easy. WiFi 6 is only just starting to come out in the marketplace. If TP-Link hijacks the standard development procedure, solidifies a workable WiFi 8 quickly, and manufacturers/users in Europe, Asia, and Oceana all start using WiFi 8, skipping WiFi 7 entirely, the US will be left with an inferior standard that only they have gear for, with no option to use WiFi 8 for many more years because the only manufacturers making it can't sell in the US.

You don't think policies like VAT on private school fees and pushing up business taxes instead of personal ones play well with the typical Labour voter?

They're cratering in the polls anyway for a host of other reasons, and I suspect Starmer is already toast anyway for a host of other reasons (though it's significantly harder in practice for Labour to replace a leader they're not happy with than it is for the Tories), but I don't think it's unreasonable to suggest that some of these policies are being chosen because of their political alignment.

They appear to be playing heavily on the politics of envy. Look at some of their education policies, for example, or the way they treat small businesses and the people who run them. They don't seem to want to pull up the less fortunate if they can be busy pulling down the more fortunate. It's not a good look if you actually want a successful economy, but it plays well to their base.

I agree with you that they seem to be all over the place in policy generally, and after trying to give them a fair chance in the early months, I now have a fairly low opinion of them (with the odd exception in Cabinet who does actually appear to be at least recognising the real problems and trying to do something about them, which I can respect even while thinking little of their party politicians and government as a whole).

You're right about the investment culture as well, but presumably if we're talking about entrepreneurs who have already been successful and are looking to move elsewhere, that's of limited relevance unless they're planning to start at least one more business after they arrive, so in this particular debate, I doubt that is such a major issue.

While we're hardly Russia, our democratic and stabilisation credentials are looking more shaky than ever as well. Our electoral system produces results very far from proportional. One of our two traditional main political parties is now essentially irrelevant. The other, which currently holds power, is breaking all the wrong records and is widely expected to suffer severe losses at the next election already, barely a year into their term. Waiting in the wings (and currently leading by a very wide margin in the polls) is the nascent far right populist party that has become the default protest vote. It looks scarily like that party might actually be pulling so far ahead (whether thanks to their own merits or, like the present incumbents before the last election, because the government of the day is so unpopular) that even with the usual reversion towards traditional voting patterns when a real election happens, they might still win. And the prospects of what happens next in that timeline are truly terrifying, particularly for anyone who isn't a white British citizen from birth.

As a Brit, I was surprised to see the UK as a destination of choice.

The current Labour government here often seems to be criticised for being ideological and not pragmatic. In particular, they seem to prefer policies that tax "the rich" and businesses in one way or another, yet not large, relatively wealthy groups like pensioners or the homeowners who have lucked out and now live in a million-plus property that most younger people will never be able to afford.

There's also quite a lot of red tape for businesses here, maybe not compared to some of our neighbours in Europe, but certainly compared to places like the US and probably parts of Asia too.

Obviously some of this is politics and maybe the policies are not so surprising coming from a party that in theory represents the working class. However, it is surprising that entrepreneurs would be attracted to a culture like this at a time when we expect to have this government for another four years still.

We'll be fine, then. There's lots more gold than Sarah Conner clones.

Precisely.

There are 1500 genes involved. As effects are likely not merely down to specific genes, but gene interactions, you're going to need a model that can handle 2^1500 different permutations. That's simply not something that is classifiable.

As far as gene therapies are concerned, since autism seems to involve combining elements of Neanderthal neurology with homo sapiens neurology, the obvious fix would be to add further Neanderthal genes where combinations are known to produce adverse effects.

What did you expect from an algorithm named after the Roman Empire?

It's like there are at least two layers of funny money accounting going on here.

First, you have the strange way that people equate market cap with value. There's no guarantee that holding shares with a current market value of $X will eventually return $X or more in dividend payments plus maybe some eventual disposal of assets, and these are usually the only tangible values involved. A market cap based on ludicrously high P/E ratio will be high, but trading those shares is like trading Bitcoin: it starts to look more like a Ponzi scheme than a genuine value-based investment.

Second, even the market cap is mostly theoretical here, because any shares held can't be freely traded on an open market. The asset is almost completely illiquid other than occasional anomalies like the secondary sale we're talking about. The first IPO of an AI unicorn could be the pin that bursts the bubble.

It's the difference between being one of the AI unicorns that doesn't actually make any real profit yet and is largely funded based on hype and hope, and being a supplier like Nvidia that is actually being paid real money (funded by all the AI investment) and has a P/E ratio that is high but not off-the-charts stupid.

There are 1500 genes associated with autism and nobody has them all. This gives us 2^1500 different forms of the condition. So, yeah, more than one.