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Foundations of Large Language Models

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    What Brings People to FreeBSD?Recent comments on our community post showed just how diverse the paths into FreeBSD can be. Some users have been running FreeBSD since the 1990s for its stability and predictable behavior. Others found it through TrueNAS, books, mentors, user groups, or simply curiosity. Thank you to everyone who shared their experience. These stories help newcomers see the many ways FreeBSD supports real-world work.#FreeBSD #OpenSource #Community #FreeBSDFoundation
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    Over 40 years, we were collectively told to give tax cuts to rich people.And we were told that if we did that, wealth would trickle down and everyone would be better off.Over 40 years, pretty much everything got cut to fund these tax cuts.Schools. Hospitals. Public housing. Public transport. Universities. Roads projects. Mental health services. Welfare payments.People literally went homeless or starved, so rich people could get tax cuts.Because the wealth would trickle down.Eventually the eroding of public goods caused social dislocation.So governments further cut those public goods to fund more police and prisons. To continue giving tax cuts to rich people.But they said the wealth would trickle down.Eventually the climate started changing because of the amount of toxic fossil fuel pollution in the atmosphere.So governments chose to keep the tax cuts rather than fund infrastructure to reduce emissions.(Many of those billionaires getting tax cuts made their money selling toxic fossil fuels.)And as the oceans and atmosphere warmed, the bushfires, droughts, hurricanes, cyclones, floods, and droughts got worse.But they said the wealth would trickle down.Eventually people were getting pissed off at the dire state of the world.The rich misdirected that anger at immigrants!And First Nations!And trans people!And neurodivergent people!Anyone but the billionaires who got the tax cuts.So governments chose to keep the tax cuts. (For the rich. Everyone else got new tariff taxes.)But they said the wealth would trickle down.So did the wealth trickle down?Well...A group of billionaires saw this kinda cool tech demo.It predicted the next pixel of an image, based on the colour patterns of every image on the internet.It also predicted the next word in a sentence, based on an analysis of every piece of writing on the internet.The rich decided that this clearly showed that a sentient computer was just around the corner.The problem was these tech demos needed servers with a lot of GPUs to work.So the rich took all the money they got from those tax cuts.And they bought GPUs.Millions and millions and millions and millions of GPUs.All the tax cuts? All the underfunded schools? All the draconian welfare cuts? All the public housing shortages? The delays in funding clean energy.In the end, it didn't trickle down.And instead of all the public goods it could have bought......We'll be left with millions and millions and millions of GPUs in a landfill.#ChatGPT #Claude #AI #LLM #capitalism #socialism #business #politics #Nvidia
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    Reflection on PGDay UK 2025 💬✨We had a fantastic time connecting with the PostgreSQL community and diving deep into performance tuning.Read more about our impressions to this event: https://www.credativ.de/en/blog/events-en/pgday-uk-2025/ #credativ #PGDayUK2025 #PostgreSQL #OpenSource #DatabaseCommunity
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    @Gina @jospoortvliet an important message indeed! Trying to go "locally built only" for #FreeSoftware code makes no sense, and trying to enforce it would be counterproductiveWhat governments are trying to do with such rules is assert their #DigitalSovereignty. They should realise that digital souvereignty is *already* assured just by using *any* Free Software regardless of origin. Any attempt to impose geographical restrictions will affect Free Software and therefore undermine sovereignty too