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pjdesno commented on Google's Liquid Cooling   chipsandcheese.com/p/goog... · Posted by u/giuliomagnifico
pjdesno · 2 hours ago
In theory data center cooling is simple - CPUs run at 60-70C, while the outside ambient is usually 30C or less, so heat should just "flow downhill" with a bit of help from fans, pumps, etc.

The problem with using air cooling to get it there is that the humans who run the data center have to enter and breathe the same air that's used to cool the computers, and if your working fluid gets too hot it's quite unhealthy for them. (we run our hot aisles at 100F, which is a bit toasty, and every third rack is a heat exchanger running off the chilled water lines from the outside evaporative cooler, modulo a heat exchanger to keep the bird shit out)

We're not going to be able to pump much heat into the outside world unless our working fluid is a decent amount hotter than ambient, so when it gets reasonably warm outside we need to put chillers (water-to-water AC units) in the loop, which consume energy to basically concentrate that heat into a higher-temperature exhaust. When it's really hot outside they consume quite a bit of energy.

If the entire data center was liquid cooled we could have coolant coming from the racks at a much higher temperature, and we'd be able to dump the heat outside on the hottest days without needing any chillers in the loop. As it is we have some liquid cooled racks running off the same chilled water lines as the in-aisle heat exchangers, but the coolant temp is limited by the temperature of our hot aisles, which are quite hot enough already, thank you.

pjdesno commented on CO2 Battery   energydome.com/co2-batter... · Posted by u/xnx
pjdesno · a month ago
It appears to be about as efficient as a pumped storage hydro facility (e.g. here's one in Massachusetts, built in 1970 or so - https://en.wikipedia.org/wiki/Bear_Swamp_Hydroelectric_Power...)

A gas-based design seems like it would be better at a small scale - e.g. the facility in the link has a reservoir the better part of a mile away from the turbines, and has a max output of 600 MW or so.

CO2 may actually be a good working fluid for the purpose - cheap, non-toxic except for suffocation hazard, and liquid at room temperature at semi-reasonable pressures. I'm not an expert on that sort of thing, though.

pjdesno commented on America’s incarceration rate is in decline   theatlantic.com/ideas/arc... · Posted by u/paulpauper
3eb7988a1663 · 2 months ago
That car theft number is blowing my mind. I would have easily guessed 10x that.

Are there any aspects of the crime that make it less appealing? Electronic counter measures too good? Price of replacement parts no longer carry a premium? Too easy to get caught?

pjdesno · 2 months ago
This paper argues that electronic locks played a large role: https://link.springer.com/article/10.1057/s41284-024-00452-2

I would bet that the pervasive use of electronic records has something to do with it, too. According to this 1979 report from the Nat'l Assoc. of Attorneys General, in the 70s there were a lot of paths to retitling a stolen vehicle back then, which along with the the rise of chop shops and easier export of stolen cars, supported a large stolen-car economy: https://www.ojp.gov/pdffiles1/Digitization/59904NCJRS.pdf

pjdesno commented on -2000 Lines of code (2004)   folklore.org/Negative_200... · Posted by u/xeonmc
bombcar · 2 months ago
It would have been a sports car but Wally’s not the type.
pjdesno · 2 months ago
The strip came out in 1995, at the peak of the minivan boom, with around 1.3M units sold that year.
pjdesno commented on America’s incarceration rate is in decline   theatlantic.com/ideas/arc... · Posted by u/paulpauper
standardUser · 2 months ago
From what I've read, mostly sentencing reform and less aggressive drug prosecution/more drug diversion. That and the general trend for crime to recede in wealthy, stable societies.
pjdesno · 2 months ago
It's not just law enforcement and sentencing - there are verifiable numbers for the results of certain crimes - homicides and auto theft come to mind - and most have declined precipitously.

E.g. Boston had 1,575 reports of auto theft in 2012, compared with 28,000 in 1975; Massachusetts had 242 murders in 1975, and 121 in 2012. (a 56% drop in homicide rate, as population went up 14%)

pjdesno commented on AGI is not multimodal   thegradient.pub/agi-is-no... · Posted by u/danielmorozoff
pjdesno · 3 months ago
Kind of relevant to this is the NTSB analysis of a self-driving crash in 2017:

https://www.ntsb.gov/investigations/accidentreports/reports/...

Basically a truck was backing up into an alley - it was at an angle when the self-driving vehicle approached, but a little kid would have been able to figure out that it needed to straighten before it finished backing in. The self-driving vehicle didn't understand this, and stopped at a "safe distance" which happened to be within the arc that the truck cab had to sweep in order to finish its maneuver.

It's quite possible that LLM-like models could learn things like this, but we don't have vast amounts of easily accessible training data, because everyone just knows this sort of shit, and we don't have good vocabulary for it - we just say "look at that" or the equivalent. (I'll add that I'm sure a lot of knowledge like this is encoded in the physics engines of various games, but I doubt we have a good way to link that sort of procedural code knowledge to the symbolic knowledge in LLMs)

pjdesno commented on Fast machines, slow machines (2023)   jmmv.dev/2023/06/fast-mac... · Posted by u/amatheus
pjdesno · 3 months ago
My take on it - performance decays when engineering management doesn’t prioritize it.

Modern example: Laptops boot in seconds. My servers take about 5 minutes to get to Linux boot, with long stretches of time taken by various subsystems, while Coreboot (designed to be fast) boots them nearly as quickly as a laptop.

Old example: early in my career we were developing a telecom system with a 5 min per year (5 9s) downtime target. The prototype took 30 minutes to boot, and engineers didn’t care because management hadn’t told them to make it boot faster. It drove me nuts. (a moot point, as it eventually got cancelled and we all got laid off)

pjdesno commented on Peter Navarro Invented an Expert for His Books, Based on Himself (2019)   nytimes.com/2019/10/16/us... · Posted by u/amarcheschi
pjdesno · 5 months ago
Navarro is still a professor emeritus at UC Irvine.

That's just an honorary title, and at most places can be revoked for sufficient damage to the university's reputation. This would seem to be the case, especially because at least one of the books with the fake economics expert seems to have been written while he was still an active faculty member there.

His association with Irvine has been mentioned on national news, and although folks in academia may not realize that the general public thinks "professor emeritus" means he's still associated with the university, they're going to learn really quickly. Plus the "fake expert" thing is just so embarrassingly stupid...

pjdesno commented on Why I don't discuss politics with friends   shwin.co/blog/why-i-dont-... · Posted by u/shw1n
pjdesno · 5 months ago
Frankly it sounds like someone who voted for Trump and wants to avoid having people criticize him for it, dressing up his "stop picking on me" schtick with pseudo-intellectual rationalizations.

You can't ignore politics when it's actively destroying your country - it's just not possible, and trying to ignore it is not the moral or ethical choice.

pjdesno commented on Publishers trial paying peer reviewers – what did they find?   nature.com/articles/d4158... · Posted by u/xqcgrek2
westurner · 5 months ago
> USD $250

How much deep research does $250 yield by comparison?

Knowledge market > Examples; Google Answers, Yahoo Answers, https://en.wikipedia.org/wiki/Knowledge_market#Examples

pjdesno · 5 months ago
I'm not sure why one would compare reviews by acknowledged experts in a field with stuff written by anonymous randos, and it seems highly unlikely that anyone with the appropriate qualifications would be lurking on some mechanical turk-like site.

I'm also deeply suspicious of the confidentiality of anything sent to one of those sites.

However this does suggest the idea that a high-powered university in a low-income country might be able to cut a deal to provide reviewing services...

u/pjdesno

KarmaCake day810October 12, 2020View Original