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Submission + - Leak-Proof AI Benchmark Posts Biggest Gain in 20 Years, on One CPU Core (spasim.org)

Baldrson writes: The Hutter Prize for lossless compression of human knowledge has paid out nearly €50,000: its largest advance in 20 years: three entries together cut the record for compressing a 1GB Wikipedia snapshot by nearly 10%: a compression ratio of more than a factor of 10. Every entry ran on a single CPU core, in about 50 hours and under 10GB of RAM, so the gain came from algorithms.

Unlike most AI benchmarks, the prize requires no validation data, so a leak can't inflate a score. The full file is public, and the size of the decompressor counts against the entry, so anything memorized is paid for in bits. Vladimir Ivanov's fx2-cmix-T now holds the record, after earlier 2026 gains by Ibrahim Marcouch and Kaido Orav (cmix-lex) and David Freelan (cmix-obias). Sponsor Marcus Hutter, who advised DeepMind co-founder Shane Legg's 2008 thesis "Machine Super Intelligence," calls it "the largest progress in its 20-year history." With trillions riding on claims of AI progress and data-center power demand, is a leak-proof, energy-limited benchmark the yardstick the industry should be watching?

(Disclosure: the submitter is on the Hutter Prize committee.)

Comment America.gov is a DOGE Scam (Score 4, Interesting) 115

This "new" site is part of a larger effort by that slob to kneecap or compromise US government Web sites, and steal your personal data.

I first read about the effort here: https://ancillary-proxy.atarimworker.io?url=https%3A%2F%2Fthedreydossier.substac...

Yesterday, she took a look under the hood of America.gov, and yes, it's as bad as everything else the DOGE vandals have been doing: https://ancillary-proxy.atarimworker.io?url=https%3A%2F%2Fthedreydossier.substac...

Up until this point, government Web sites were designed, built, and maintained by the agencies responsible for that government service. For example, if you wanted to apply for or renew your passport, you would go to state.gov, which is run by the US Department of State, which is responsible for processing applications for and issuing passports. No other department has lawful jurisdiction over passports.

From the point of view of the law, that's still true. But the slob, without anyone's permission, kluged together passports.gov. This site was built and is run by the White House's "National Design Studio," completely outside the law and without any independent oversight. The State Department was not consulted and has nothing to do with it. Further, the site is filled with third-party trackers, analytics, and some custom code that copies every page you view, including form contents, to an unknown third party.

Oh, and the guy leading the National Design Studio and in charge of building these fake sites? He's Joe Gebbia -- cofounder of Airbnb. Read both articles for more details.

In short, you should treat America.gov as a malware site and stay well away from it. Under no circumstances should you feed it any of your personal information.

Comment Re:kudos (Score 5, Insightful) 75

what's the point?

The point is to be able to use your hardware in the manner you deem appropriate, and to ensure it is not doing sneaky shit behind your back.

If, instead of a Playstation, we were talking about rooting LG televisions to run custom Linux builds stripped of pervasive privacy-violating code and "apps," I suspect your opinion might be rather different. (And no, when the entire industry has turned to the Dark Side, voting with your wallet doesn't work.)

Comment We all know the real reason (Score 5, Insightful) 118

Training these models is incredibly expensive. In fact it's so expensive that there is no viable economic model to do so. As such, their options are either to drastically slow down the amount of new models trained or to go bankrupt. This is just a nice whitewashing of that. It remains to be seen if even using their models can be profitable, but we know that with the cost of training the next one they can't be.

Comment "Policing" Is Doing a Lof of Heavy Lifting Here (Score 4, Insightful) 57

"It is clear Flock has aspirations far beyond ALPRs to become a digital platform for policing," [emphasis mine]

They misspelled, "Orwellian suveillance and harrassment."

Law enforcement officers are already abusing Flock's existing capabilities for stalking. This will not improve matters one iota.

Comment Re:Missing mass (Score 1) 18

For me the visualization of direct collapse black hole formation is that there's still a huge mass of gas falling in, at the boundary of the new black hole nearly dense enough to direct collapse itself. The blowback would compress the inflow over the density edge and you get a whole cloud of black holes.

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