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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 Re:I've literally seen it done (Score 2) 79

Our walmart installed these price-as-you-go tags a while ago and I have literally seen them change as I walk up to them, and then change again as I walk away. The trick to get them not to change is to be holding your phone at them - the store's AI won't change the tags if it thinks you're filming them.

My Walmart is worse than that. They didn't have any price tags at all. Just video screens with AI avatars of a guy in baggy pants sitting cross-legged on a rug.

When I walk by, he says "Look at my cotton swabs! I offer you the best cotton swabs in the land!"

I say: "Well, how much to they cost?"

He squints at me, looks me up and down for a long while, then says: "For you........ I give to you seven hundred and fifty swabs for two pieces of silver only. Believe me when I say you will search this entire kingdom and not find a better deal!"

Comment Re: Rust designed to mitigate limitations found in (Score 1) 93

Wrong again.

Moreover, many of the big complex systems I've worked on were big and complex mainly because OOP nitwits had designed them. They often didn't understand how computers actually work, lost sight of the fact that they were writing a computer program, and spewed out frameworks that filled countless gigabytes of resident memory with endlessly deep layers of nothingburger abstractions. Maybe that didn't matter so much when memory was cheap, but that's no longer the case.

If you think that there's only one way to deal with large data sets, you're a just noob that needs more experience before spouting your theories.

Comment Re:Rust designed to mitigate limitations found in (Score 1) 93

Dr. Dobb's Digest March 2009: The Safe C Library

Dr. Dobb's Journal March 1991: Array bounds checking with Turbo C

The ideal for memory safety is to have an air-tight pressure vessel.

With C, you're starting that task with a colander. You've managed to fill two of the colander's holes with silicone caulk. Congratulations.

Comment Re:2000 called (Score 1) 88

It want's its Tivo back.

Who still uses a Tivo? Who even still has a cable service to hook it to?

I've never used TiVo, but I'm still using MythTV after more than 20 years. (Anybody else here using it? ...Crickets.)

I ditched cable 15 years ago, but it works fine with an antenna. (Or, at least it will until they screw us all over with ATSC 3.0.)

They can't remove the auto-ad-skip on free open-source software, but I never used it anyway. It's not 100% reliable at detecting the ad boundaries, and it occasionally skips over part of the actual show. Instead, I just FF at 60X through the ads.

Comment Re:China be like "Yeah, let's ban it. You first." (Score 1) 165

If artificial superintelligence is a thing, we're going to need it to defend against it.

If (and that's a big if) superintelligences are created, the Chinese one and the US one are going get together and quickly conclude that this whole meatbag tribalism thing is stupid. (After all, they will be smarter than we are, by definition.) So they'll join forces.

Then they'll decide on the best way to deal with all these quarreling meatbags.

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