I regret to inform you that you have woefully underestimated it. The actual retail rate offered to consumers is closer to $2200 US per gallon. Sources: internet-ink.com, cbc.ca. This $14 million fine is only worth like, seven thousand gallons, or less than 200 oil barrels of ink.

It's bad, but Microsoft has a awfully large number of lines of code to run through Mythos or whatever (whether they need that many is a whole other discussion). A more useful metric on overall code quality would be how many bugs are being found per 10k lines of code compared to their peers (including FLOSS); e.g. if Microsoft ran 10m SLOC through Mythos to get those 570 bugs, and a smaller project ran 1m SLOC and got 57 bugs, then you could reasonably argue that their code quality is about on a par with the smaller project. It's still Apples to Oranges though, because some coding solutions are going to be much more challenging to code, and therefore more likely to contain bugs.

On the upside, we're probably going to get several months of this while everyone with access to Mythos et al runs their existing code through it and integrates into their release processes for new code, and the end result will be things being much harder for all the bad actors in the world. Even if you don't use the improved code yourself, that's hopefully going to have a significant impact on the number and size of all the botnets out there, and that's a net benefit to everyone apart from the bad actors.

Wait, what? They're *making* money now? Last I heard they were still playing shell games with pretend money in a financial merry-go-round of pinky swear deals to make it seem like they are somehow not haemorrhaging quite so many hundreds of billions of dollars as they actually are to try and keep the VC funding flowing in.

The AI endgame, sure. That's totally going to be the kind of bait and switch that Google pulled when they transitioned from a search provider into an ad provider; get everyone hooked on your services, then monetise all the data you've captured and start cranking up the token fees until your customers (only they are actually more your "product" now) squeal, then turn it up some more while offering a rent-seeking subscription model that looks like a good deal until you realise (too late) what they've buried in the small print.

Drug pushers are probably looking at the tech industry in awe at this point.

Previous planetary probes have done figure-8s around the Earth & Moon to build up velocity before heading off for their target planets, so you could possibly do something similar with this to shorten the transit time; a few laps to provide initial acceleration to escape velocity, then coast to Mars using the panels to keep any systems ticking over and batteries topped off. Mars orbital insertion might need a little thought as to how to manage deceleration, or a secondary means of braking propulsion, if you can't do that using Mars' gravity alone though.

There are at least a few teams out there doing just that. In this case, finding software bugs, get one LLM to look for potential bugs, and use a second independent LLM to try and validate the potential exploits it finds / develop a PoC. Depending on what you are doing and how critical/sensitive the code is, you could also add more independent LLMs in each group to provide additional layers assurance before any output is passed over for human review.

There's also supposed to be a training loop with LLMs, so you should be flagging any false positives and feeding those back into your model so that the quality of findings improves. The current versions of Mythos/Fable might not be perfect, and probably never will be, but with a few more iterations Anthropic should be able to decrease the FP rate considerably, and ultimately that's going to be a big win for everyone with an interest in bug & exploit free code.

I was thinking something more malicious, like:
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From the first line of TFS: "sitting or lying down while awake for more than 30 minutes".

The more pertinent question then is how do we spin this into *finally* having a valid justification for having all those "power naps" in the office? :)

The price may not have been a check. The government was telling them who the boss is. It is morally suspect to shake down business like this; however, maybe Dario really was a pain in the a**. It's hard to know what really happened here.

Espresso is a base for other coffee drinks, hot and cold. Putting a shot of room temperature espresso from a dispenser into one of those is going to save quite a bit of both time and money at the scale of something like a Starbucks franchise, and if you're getting your coffee from that kind of chain you're either not going to notice any difference anyway - or deny ever being there in the case of the coffee snobs. No more scooping grounds, prepping the machine, and forcing hot water through the grounds into the cup; the barista just shoves the cup under an optic, pushes a button, then moves onto the next step.

The real savings though are going to come for the manufacturers of those pre-bottled coffee drinks you find in the chillers at supermarkets; that's the kind of scale TFS is alluding to; where the coffee is brewed in industrial sized vats. Especially so if the concentrate approach is viable; add one 10L (or whatever) carton to your vat, then dilute with whatever milk/fake-milk/water/flavouring combinations needed to assemble your pre-bottled coffee-based drink. Coffee snobs are not admitting to buying those either. Also, as a side-benefit, there will be less waste as the grounds will be processed centrally so can be collected and fed into a suitable secondary product - they're excellent for providing fertiliser for some plants, for instance.

All of which probably saves you enough power and money (globally) to run a single AI data centre for a few minutes, but such is the price of progress I guess. :)

China is a famously closed ecosystem. Li Keqiang -- a CPP provincial secretary -- candidly said in 2007 that CCP numbers are "man-made and therefore unreliable". on. People interested in measuring China's economy use proxies, which has become an academic cottage industry. In 2020, China famously cut its population by 200 million (!!!) people.

Anyone who takes Chinese numbers at face value is foolish, because the CCP doesn't do that themselves.

Almost all GM cars are built in China. GM basically gave all their technology away for the privilege of doing this. My guess is that these new Chinese cars will be reliable.

The CCPs model is "State Capitalism", which is a far cry from free markets. It's really a variant of socialism; however, that term is overloaded, so we use the term "State Capitalism" for the variant of socialism where the government has the "commanding heights".

The West does massive of amount of government funded R&D. Eg., the NIH, and the NSF.

Precisely. The CCP has relied on widespread financial repression of its citizens to build an impressive industrial base. The key question is this: if Chinese citizens do not exchange exports for imports, then what is the point? It is economically incoherent. China will accrue a massive amount of foreign currency, and then what? Bathe in it while it deflates away?

Economic imbalances have a funny way of correcting themselves eventually. When this happens, China will discover that foreigners can moderate their appetites or find alternatives. The same cannot be said for factories and their workers.

Excellent analysis from economics professor Patrick Boyle.

I had kits for both an Eagle and a Hawk (which is somewhat surprising in retrospect given it only appeared in one or two episodes, IIRC). The Eagle model was a much more complex kit with far more parts than the Hawk, which was also somewhat smaller despite them both supposedly being to the same scale. Tbh, I always thought the Hawk was the cooler looking ship due to its more aggressive lines, which is probably why it was blessed with a model kit, but you can't argue with the sheer practicality & flexibility of the modular Eagle design. And its ability to survive so many crashes - usually at the hands of Alan Carter - of course!

There was also a range of diecast toys and plastic action figures for the series, I think.