The problem here isn't scams and grift. It's that by growing the number of bets by orders of magnitude, you grow the number of insiders with insider info by orders of magnitude. Which creates perverse incentives across your entire economy for people to profit off of their status, while simultaneously making it much harder to do so.

Say there's a bet on whether Russia will take the village of Mala Tokmachka by a certain date. Well, now every Russian commander on that front has an incentive to have family members / friends bet against it and then delay / undercut their ability to wage incentives, while every soldier also has the incentive to do so and then do everything they can to spoil the offensive.

Or say the US is planning a major offensive in Iran, and various insiders are betting *on* an imminent attack. Well, Iran can feed Polymarket data into their intel assessments as one factor to help determine when the US will invade in order to maximize their readiness. OR, Iranian intel services could track down US officials / military officers who are making these bets based on insider info and blackmail them in order to get them to cooperate.

Every single aspect of society that gets bet on gets subtly undercut by the existence of these bets. It's one thing to have bets be placed on sports, an action that by definition is entertainment, something that doesn't actually matter. But it's an entirely different thing to have bets on virtually everything in our world. It's already been a problem with stock trading, but sites like Polymarket make it so, so much worse.

JUDGE: The jury has sent a question and the answer is no, the death penalty is not "available for both sides" please return to the jury room and limit your consideration to civil damages.

JUDGE: No, a “light maiming” is also not acceptable, nor is “getting medieval on their asses.” Please constrain yourself to statutes approved by this court.

JUDGE: A further follow-up question from the jury, and no we cannot 'dunk them in a lake and let God decide, like they used to do with witches'. That has not been considered a valid means of determining guilt for several centuries at least.

JUDGE: The jury has sent another question and the answer, again, is no. "Excommunicado" is not real - that's only a thing in the John Wick universe. Civil penalties DO NOT encompass revoking all protections under the law for Mr Altman and Mr Musk.

JUDGE: Court reporter, please note that the jury's latest request, quote, can we let them hang by their thumbs for a few hours, end quote, is also denied.

Nuclear reactors use most surface water, not ground water.

Datacentres are no pickier. You can even cool a datacentre with saltwater, you just need a heat exchanger.

Also, closed loop does not evaporate. The loop is not closed if stuff escapes from it.

You're arguing with the actual terminology used in the nuclear industry. "Closed loop" or "closed cycle" designs have the water pumped in a cycle through cooling towers. The towers lose water to evaporation, taking heat with them, but the rest of the water is returned to be reheated again. "Open loop" or "open cycle" designs have no cooling towers. The water is heated and just discharged hot. They consume much more water (over an order of magnitude more), but most of that is returned. Closed loop are more common, but you see open loop in some older designs, and in seawater-cooled reactors.

"How often do you think I print?"

Seemingly not very.

I've printed many hundreds of kg on my P1S, thanks.

I do not consider having to write data out to a card and transport it back and forth between the printer and the computer to be the pinnacle of convenience. That's something that would be considered embarrassingly inconvenient for a 1980s printer, let alone a modern net-connected device. And it's designed to be inconvenient for non-cloud prints for a reason.

Also, anything sounds big when you put it in gallons. Doesn't sound so big when you mention that's 92 acre feet, the amount used by less than 20 acres / 8 hectares of alfalfa per year. Or when you mention that a typical *closed loop* 1GW nuclear reactor uses 6-20 billion gallons of cooling water per year (once-through uses 200-500 billion gallons, though most of that is returned, whereas closed loop evaporates it)

I don't think it has anything to do with that. As soon as I saw the headline, my mind went "cohort study". And sure enough, yeah, it's a cohort study. Remember that big thing about how wine improves your health, and then it turned out to just be that people who drink wine tend to be wealthier and thus have better health outcomes? And also, the "sick quitter" effect, where people who are in worse health would tend to stop drinking, so you ended up with extra sick people in the non-wine group? Same sort of thing. This study says they're controlling for a wide range of factors, but I'd put money on it just being the same sort of spurious correlations.

"I just put my models on a usb drive then plug said drive into the printer."

You must have a lot of spare time on your hands.

"It works great locally" - Um, no it doesn't?

They've made a nice easy-to-use ecosystem. For $400 you can get a P1S that supports adding an AMS, auto bed leveling, enclosed-chamber printing, high precision, high print speeds, and 300/100C nozzle/plate temps, and has an easy cloud print service and a robust ecosystem of models you can just download and print with no extra config straight from the app.

But yeah, their behavior is increasingly entering bad-actor territory. I wonder how long it'll be before they lock entry-level printers into their branded filament?

To me the hoops that smoothbrains will jump through to avoid IPv6 and stay on legacy IPv4, especially when hosting, is pathetic. NAT, port forwarding, tunnels, blah blah blah blah.

I have something like ~1.2 trillion times the number of routable addresses that the entire IPv4 space has. Not all are reachable, of course, just the services that need incoming access and they're each on their own isolated DMZ.

Forgot to add: if you enable IPv6, be sure to use the browser extension IPvFoo. It shows a small 4 or 6 in your URI bar to let you know what protocol you're connecting to. Once enabled, you'll see just how much stuff out there actually is IPv6.

Started the move about 18 months ago when I decided to get off my lazy ass. My ISP gives out a /56 prefix, so that lets me run 256 /64 subnets/VLANs in the house, currently there are ~10 in use. Everything get a GUA through SLAAC and I use RAs (Router Advertisements) to give ULAs to everything. Any external facing services get their own VLAN and /64 for the system(s) as needed. Firewall blocks all incoming as they usually do by default and I punch a hole for the external-facing systems. They can't reach back into the network, they only answer the phone. All the systems update DNS dynamically if the prefix or full address ever change.

I have an SSH bastion set up. In all this time there has not been a single SSH attempt from the internet. On IPv4 it was constant background noice.
For those legacy IPv4-only systems on the internet, I set up NAT64. I have an IoT VLAN and IoT 2.4 GHz wireless network that are only IPv4 because a lot of IoT network stacks are junk.

I'm still farting around with it, but man oh man, there's no way I'd go back to IPv4. It was one of the best moves I've done in ages.

(And yeah, it was a fun degree. Just a BA :) Decided to go back to school for a second degree on a topic that had long been of interest to me)

DNN-based, like nearly all modern AI. Not Transformers, as far as I'm aware.