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Comment Re:We've seen this pattern before. (Score 5, Interesting) 76

That's only very partially true. The uptick in unpaid mortgages gave the house of cards a little tap; but it was the giant pile of increasingly exotic leverage constructed on top of the relatively boring retail debt that actually gave the situation enough punch to be systemically dangerous; along with the elaborate securitizing, slicing, and trading making it comparatively cumbersome for people to just renegotiate a mortgage headed toward delinquency and take a relatively controlled writedown; rather than just triggering a repossession that left them with a bunch of real estate they weren't well equipped to sell.

Comment Re:Separate grid, please. (Score 2) 71

It probably makes more sense given their scale for them to have their own power generation -- solar, wind, and battery storage, maybe gas turbines for extended periods of low renewable availability.

In fact, you could take it further. You could designate town-sized areas for multiple companies' data centers, served by an electricity source (possibly nuclear) and water reclamation and recycling centers providing zero carbon emissions and minimal environmental impact. It would be served by a compact, robust, and completely sepate electrical grid of its own, reducing costs for the data centers and isolating residential customers from the impact of their elecrical use. It would also economically concentrate data centers for businesses providing services they need,reducing costs and increasing profits all around.

Comment Re:Nuclear would have prevented this! (Score 2) 73

Batteries are catching up faster than it will be cost-effective to build nuclear in the US. A month ago, Bremen Airport announced they had integrated a new sodium-ion battery with a 400 kW output and 1 MWh capacity into its infrastructure. The entire thing apparently fits in roughly one twenty-foot shipping container, and there is almost certainly room to expand that to additional batteries to provide power through the night and beyond.

Beyond that, Peak Energy just signed a deal to build up to 4.7 GWh of sodium-ion batteries by the end of the decade. This follows a successful 3.5 MWh demo project in Colorado. Time will tell if they can successfully scale up and avoid the fate of Natron energy, which just ceased operations.

But the market does appear to be moving rapidly in the direction of battery storage regardless of individual solutions, with BNEF forecasting another 92 GW of output and 247 GWh of capacity just for batteries in 2026, almost a quarter more than 2025. They expect growth of 2 TW/7.3 TWh by 2035. Some people think that's conservative, similar to how solar has blown past everyone's expectations from even 2015. I think if the iron- and vanadium-based flow battery demos work as hoped, that could let cheap grid-level battery installations soar beyond anyone's expectations. Whether lithium-ion, sodium-ion, or flow, they will land far sooner than we could build equivalent nuclear plants. It will be better to greatly expand solar, like over parking lots, irrigation canals, and other places where they can lower heat and supply energy to the batteries. It's politically easier and can provide more jobs in more areas that don't require college degrees. Many more winners than sticking with nuclear or fossil fuels.

Comment Really? (Score 2) 28

It's certainly possible that some people do, sincerely, 'fear' that the onrushing machine god will speak chinese and that it would be just the worst if all humans were rendered obsolete by the wrong side's robot when that's supposed to be our job; but, especially with how tepid the results are for the money poured in, it seems much more the case that we are seeing a lot of nakedly cynical playing of the 'give us what we want, lest the chinese win' by people who are otherwise on deeply shaky ground in terms of things like massive copyright infringement, voracious data mining, and an endless hunger for capital without any signs of returns.

It's like a vastly hypertrophied case of the 'race to 5G' stuff; where, if we didn't give Verizon whatever they asked for, China would have a faster rollout of 5G and we would lose the 4th industrial revolution or something? It was never entirely clearly what losing the race was going to involve.

The existential tone of the claims seem especially curious given how meagre the leads people are pouring billions into seem to be; and how readily 'AI' models can be poked at via distillation attacks or good, old-fashioned, electronic intrusion. If The Singularity kicks off that presumably changes everything beyond the powers of meaningful prediction(though that holds for whoever develops it as well as everyone else; given the odds that it will slip the leash); but as long as you are in the realm of incrementally more or less flakey chatbots it seems a bit weird to even talk like there is some sort of victory condition that will trigger and cause one side to lose.

Comment Re:"USED CHATGPT TO WIN THE LOTTERY" (Score 1) 83

Modern models will take into account statistical biases in lotteries. For example, here's ChatGPT:

Pick good lottery numbers for the Virginia powerball lottery

Good question. First, a reality check: Powerball is pure chance — there’s no “good” numbers that are more likely to win. Every set of 5 white balls (1–69) + 1 Powerball (1–26) has exactly the same probability.
wwwuat.valottery.com
+1

That said, I can give you a few tips + a sample “random but balanced” pick, if you’d like to pick your own numbers rather than use Quick Pick.

Some tips when choosing your Powerball numbers

Spread your numbers
Try to pick a mix across the range (low, mid, high). According to lottery-strategy advice, not clustering all your numbers in one group is better.
samlotto.com

Avoid patterns
Many people pick birthdays, anniversaries, or sequential numbers. That’s fine—but if you win, you might have to share with more people because these are popular picks.
lotteryvalley.com

Use “due” or “hot” numbers carefully
Some sites (like lottery-analysis tools) track which numbers are “hot” (drawn recently) or “overdue” (haven’t appeared in a while). But remember: past draws don’t change future odds.
m.lottostrategies.com

Mix even and odd
According to some statistical analyses, it’s less likely to draw all odd or all even numbers.
samlotto.com

Play responsibly
Odds of winning the Powerball jackpot are extremely long: 1 in ~292 million.
lotterycritic.com

Sample “balanced” Powerball pick

Here’s a random-but-balanced combination you could use just for fun (or as a basis to tweak):

White balls: 8, 23, 41, 57, 65

Powerball: 12

If you like, I can generate 5 different “smart random” picks for the next Virginia Powerball draw (balanced by probability and number distribution). Do you want me to do that?

Comment Re:Random Number Machine (Score 2) 83

The thing is, it very much *won't* be random numbers. It's about as far from a random number generator as you can get.

In a really bad model, one would expect it to likely be "numbers it's seen the most in the context of a lottery". But in a good model, esp. a thinking model, one would expect it to think over which sorts of numbers are statistically over-chosen (birthdates, etc) and avoid them in giving its answers.

The funny thing is, think of how this woman will interact with ChatGPT from now on. ChatGPT could say "Abraham Lincoln was married to John Wilkes Booth", and she'd be thinking, "Okay, that sounds really, really wrong, but on the other hand, it picked the right lottery numbers, so..."

Comment Re:What about top speed? (Score 1) 92

I'll go with NHTSA and NASA over the "Barr Group" ambulance chasers, thank you. Barr found that it's possible if you get like a cosmic ray to flip just the right bit you could stick the throttle on (but still not make it overpower the brakes). NHTSA and NASA investigated not just the software but the actual cases. In not a single actual case that they investigated did they find that it wasn't well explained by either stuck pedals or pedal misapplication (mainly the latter).

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