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Comment Re:WTF (Score 1) 17

I have indeed thought it through. I have dealt with machine learning models for 30 years, and I've seen multiple generations of recycled broken ideas, and I'm seeing them recycled now.

However, open source is not about giving out a model for cheap/free to whoever asks. It is about giving away the foundations that allow complete duplication, so that other members of humanity, smarter or more informed, can contribute and/or branch away from the work.

The cost of training is irrelevant. It merely reflects the low quality of the processes and ideas that are being used by the companies that currently build them. It's by sharing the raw materials and allowing others to solve the same problems better that efficiency and progress is made.

The current paradigms of pretraining, fine tuning, transfer learning, etc lead to an enforced conceptual modularity that is just a way to embed a middle man economy into the science: Some provider takes care of data for others, builds a foundation model for others, and they can tinker on top of that. It is counter productive and scientifically a dead end, while giving you the feeling of progress that comes from taking psychological ownership of the full system when all you've done is tinkered at the edge by specializing an existing model.

You don't get anything new that way, only epsilon variations on an existing body of work. It's a dead end, because successful intelligences in the real world all around us do not need anywhere near the resources expended on AI and intelligent biological systems do not function anywhere near the way these AI systems do. For example, nobody reads the whole internet just to be able to talk about a topic, and no animal brain works like a deep network.

If you want (scientific) progress, you must break out of the tinkerer mindset. Take the full set of preferred elements that build the full state of the art system, and be prepared to do radical surgery at any level that makes sense, because the current architectures are simply bad. You can't do that with existing "open" systems that lock you into these architectural paradigms and choices.

Your example of Olmo talks about openness, but I had a look at their website and I don't see a link to raw data archives. There's instructions how to train a model, and they discuss a token data collection called Dolma 3. But tokens are not raw data, most of the implied information is already lost once you've tokenized. They do a good job of describing in detail their process for dataset curation on their GitHub page though, which deserves credit. It's worth reading, because it shows how their models are being locked into patterns that limit them from the get go, long before the first weight is even being trained.

Comment Well... (Score 2) 49

This will be great for Haiku, FreeBSD, and OpenBSD installs, there's not the remotest possibility there'll be binaries for these. Not because the software couldn't be ported, but because the sorts of people politicians hire to write software would never be able to figure out the installer.

Submission + - Arkansas becoming 1st state to sever ties with PBS, effective July 1 (apnews.com)

joshuark writes: Arkansas is becoming the first state to officially end its public television affiliation with PBS. The Arkansas Educational Television Commission, whose members are all appointed by the governor, voted to disaffiliate from PBS effective July 1, 2026, citing the $2.5 million annual membership dues as “not feasible.” The decision was also driven by the loss of a similar amount in federal funding after the Corporation for Public Broadcasting (CPB) was defunded by Congress.

PBS Arkansas is rebranding itself as Arkansas TV and will provide more local content, the agency’s Executive Director and CEO Carlton Wing said in a statement. Wing, a former Republican state representative, took the helm of the agency in September.

“Public television in Arkansas is not going away,” Wing said. “In fact, we invite you to join our vision for an increased focus on local programming, continuing to safeguard Arkansans in times of emergency and supporting our K-12 educators and students.”

“The commission’s decision to drop PBS membership is a blow to Arkansans who will lose free, over the air access to quality PBS programming they know and love,” a PBS spokesperson wrote in an email to The Associated Press.

The demise of the Corporation for Public Broadcasting, is a direct result of President Donald Trump’s targeting of public media, which he has repeatedly said is spreading political and cultural views antithetical to those the United States should be espousing. Trump denied taking a big should on television viewers.

Comment Re:Ah yes (Score 1) 199

Sarifs are, in fact, for ease of reading, but point well taken. The justifications are wrong and the people making them are petty assholes.

It's true, seifs are for ease of reading ... but so is Calibri. However, I believe Calibri was created for ease of reading on screens, while this article talks about documents on letterhead. So it's possible the choice of Calibri was misguided to begin with. Furthermore, according to the article, the number of “accessibility-based document remediation cases” – which I take to mean instances where somebody requests a document be reformatted for accessibility reasons – has not declined. So he's saying that, while this is a purely subjective aesthetic choice, the original change to Calibri never helped anything anyway.

Comment Re:I can see the point. (Score 1) 135

So you'd rather wait to fix the bigger social problems first before fixing smaller ones? I don't know, I think it's good to attack the smaller problems first. It makes you feel good about small victories, you gain experience with similar problems, and it prevents analysis paralysis. It also builds momentum, everyone likes a winner.

You also have to remember that minors aren't full people, they are legal dependents and censorship is the wrong word to use in this case. It is absolutely the right and obligation of guardians and governments to make decisions for them about what they can and cannot do on the Internet, among other things. The kids will grow up soon enough, and be free to choose by then.

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