So they established that language patterns measured by word frequency changed between 2022 and 2024. But did they also analyse frequencies across other 2-year time periods? How much difference is there for a typical word? It looks like they have a per-frequency significance threshold but then analysed all words at once, meaning that random noise would turn up a bunch of "significant" results. Maybe this is addressed in the original paper which is not linked.

@technocrit While I agree with the main point that "AI/LLMs has/have no agency", I must be the boring, ackchyually person who points out and remembers some nerdy things.tl;dr: indeed, AIs and LLMs aren't intelligent... we aren't so intelligent as we think we are, either, because we hold no "exclusivity" of intelligence among biosphere (corvids, dolphins, etc) and because there's no such thing as non-deterministic "intelligence". We're just biologically compelled to think that we can think and we're the only ones to think, and this is just anthropocentric and naive from us (yeah, me included).If you have the patience to read a long and quite verbose text, it's below. If you don't, well, no problems, just stick to my tl;dr above.-----First and foremost, everything is ruled by physics. Deep down, everything is just energy and matter (the former of which, to quote the famous Einstein equation e = mc, is energy as well), and this inexorably includes living beings.Bodies, flesh, brains, nerves and other biological parts, they're not so different from a computer case, CPUs/NPUs/TPUs, cables and other computer parts: to quote Sagan, it's all "made of star stuff", it's all a bunch of quarks and other elementary particles clumped together and forming subatomic particles forming atoms forming molecules forming everything we know, including our very selves...Everything is compelled to follow the same laws of physics, everything is subjected to the same cosmic principles, everything is subjected to the same fundamental forces, everything is subjected to the same entropy, everything decays and ends (and this comment is just a reminder, a cosmic-wide Memento mori).It's bleak, but this is the cosmic reality: cosmos is simply indifferent to all existence, and we're essentially no different than our fancy "tools", be it the wheel, the hammer, the steam engine, the Voyager twins or the modern dystopian electronic devices crafted to follow pieces of logical instructions, some of which were labelled by developers as "Markov Chains" and "Artificial Neural Networks".Then, there's also the human non-exclusivity among the biosphere: corvids (especially Corvus moneduloides, the New Caleidonian crow) are scientifically known for their intelligence, so are dolphins, chimpanzees and many other eukaryotas. Humans love to think we're exclusive in that regard, but we're not, we're just fooling ourselves!IMHO, every time we try to argue "there's no intelligence beyond humans", it's highly anthropocentric and quite biased/bigoted against the countless other species that currently exist on Earth (and possibly beyond this Pale Blue Dot as well). We humans often forgot how we are species ourselves (taxonomically classified as "Homo sapiens"). We tend to carry on our biological existences as if we were some kind of "deities" or "extraterrestrials" among a "primitive, wild life".Furthermore, I can point out the myriad of philosophical points, such as the philosophical point raised by the mere mention of "senses" ("Because it’s bodiless. It has no senses, ..." "my senses deceive me" is the starting point for Cartesian (René Descartes) doubt. While Descarte's conclusion, "Cogito ergo sum", is highly anthropocentric, it's often ignored or forgotten by those who hold anthropocentric views on intelligence, as people often ground the seemingly "exclusive" nature of human intelligence on the ability to "feel".Many other philosophical musings deserve to be mentioned as well: lack of free will (stemming from the very fact that we were unable to choose our own births), the nature of "evil" (both the Hobbesian line regarding "human evilness" and the Epicurean paradox regarding "metaphysical evilness"), the social compliance (I must point out to documentaries from Derren Brown on this subject), the inevitability of Death, among other deep topics.All deep principles and ideas converging, IMHO, into the same bleak reality, one where we (supposedly "soul-bearing beings") are no different from a "souless" machine, because we're both part of an emergent phenomena (Ordo ab chao, the (apparent) order out of chaos) that has been taking place for Æons (billions of years and beyond, since the dawn of time itself).Yeah, I know how unpopular this worldview can be and how downvoted this comment will probably get. Still I don't care: someone who gazed into the abyss must remember how the abyss always gazes us, even those of us who didn't dare to gaze into the abyss yet.I'm someone compelled by my very neurodivergent nature to remember how we humans are just another fleeting arrangement of interconnected subsystems known as "biological organism", one of which "managed" to throw stuff beyond the atmosphere (spacecrafts) while still unable to understand ourselves. We're biologically programmed, just like the other living beings, to "fear Death", even though our very cells are programmed to terminate on a regular basis (apoptosis) and we're are subjected to the inexorable chronological falling towards "cosmic chaos" (entropy, as defined, "as time passes, the degree of disorder increases irreversibly").

They will say something like solar went from 600gw to 1000 thats a 66% increase this year and coal only increased 40% except coal is 3600gw to 6400. Hrmmmm, maybe these numbers are outdated? Based on this coal and gas are down: In Q1 2025, solar generation rose 48% compared to the same period in 2024. Solar power reached 254 TWh, making up 10% of total electricity. This was the largest increase among all clean energy sources. Coal-fired electricity dropped by 4%, falling to 1,421 TWh. Gas-fired power also went down by 4%, reaching 67 TWh https://carboncredits.com/china-sets-clean-energy-record-in-early-2025-with-951-tw/ are no where close to what is required to meet their climate goals Which ones in particular are you talking about? Trump signs executive order directing US withdrawal from the Paris climate agreement — again https://apnews.com/article/trump-paris-agreement-climate-change-788907bb89fe307a964be757313cdfb0 China vowed on Tuesday to continue participating in two cornerstone multinational arrangements -- the World Health Organization and Paris climate accord -- after newly sworn-in US President Donald Trump ordered withdrawals from them. https://www.france24.com/en/live-news/20250121-china-says-committed-to-who-paris-climate-deal-after-us-pulls-out What's that saying? You hate it when the person you hate is doing good? I can't remember what it is I can't fault them for what they're doing at the moment, even if they are run by an evil dictatorship and do pollute the most I’m not sure how european defense spending is relevant It suggests there is money available in the bank to fund solar/wind/battery, but instead they are preparing for? something? what? who knows. France can make a fighter jet at home but not solar panels apparently. Prehaps they would be made in a country with environmental and labour laws if governments legislated properly to prevent companies outsourcing manufacturing. However this doesnt absolve china. China isnt being forced at Gunpoint to produce these goods with low labour regulation and low environmental regulation. You're right, it doesn't absolve china, and I avoid purchasing things from them wherever possible, my solar panels and EV were made in South Korea, my home battery was made in Germany, there are only a few things in my house made in China, most of them I got second hand but unfortunately there is no escaping the giant of manufacturing. With that said it's one thing for me to sit here and tut tut at China, but I realise I am not most people, the most clearest example is the extreme anti-ai, anti-billionaire bias on this platform, in real life most people don't give a fuck, they love Amazon/Microsoft/Google/Apple etc, they can't go a day without them. So I consider myself a realist, if you want people to buy your stuff then you will need to make the conditions possible for them to WANT to buy your stuff, not out of some moral lecture and Europe isn't doing that, if we look at energy prices: Can someone actually point out to me where this comes from? ... At the end of the day energy is a small % of EU household spending I was looking at corporate/business energy use: Major European companies are already moving to cut costs and retain their competitive edge. For example, Thyssenkrupp, Germany’s largest steelmaker, said on Monday it would slash 11,000 jobs in its steel division by 2030, in a major corporate reshuffle. https://oilprice.com/Latest-Energy-News/World-News/High-Energy-Costs-Continue-to-Plague-European-Industry.html Prices have since fallen but are still high compared to other countries. A poll by Germany's DIHK Chambers of Industry and Commerce of around 3,300 companies showed that 37% were considering cutting production or moving abroad, up from 31% last year and 16% in 2022. For energy-intensive industrial firms some 45% of companies were mulling slashing output or relocation, the survey showed. "The trust of the German economy in energy policy is severely damaged," Achim Dercks, DIHK deputy chief executive said, adding that the government had not succeeded in providing companies with a perspective for reliable and affordable energy supply. https://www.reuters.com/business/energy/more-german-companies-mull-relocation-due-high-energy-prices-survey-2024-08-01/ I've seen nothing to suggest energy prices in the EU are SO cheap that it's worth moving manufacturing TO Europe, and this is what annoys me the most. I've pointed this out before but they have an excellent report on the issues: https://commission.europa.eu/document/download/97e481fd-2dc3-412d-be4c-f152a8232961_en?filename=The+future+of+European+competitiveness+_+A+competitiveness+strategy+for+Europe.pdf Then they put out this Competitive Compass: https://commission.europa.eu/topics/eu-competitiveness/competitiveness-compass_en But tbh every week in the EU it seems like they are chasing after some other goal. This would be great, it would have been greater 10 years ago. Agreed

...the ruling stopped short of ordering the government to recover past messages that may already have been lost. How would somebody be meant to comply with an order to recover a message that has been deleted? Or is that the point? Can't comply and you're in contempt of court.

In the meantime: Parents: don’t give your children lighted rectangles to play with.

Time to head for greener pastures.

I’ll probably never trust anything they’ve touched until I’ve taken it apart and put it back together again. Me too. But the vast majority of users need guardrails, and have a different threat model. Even those that also care about privacy, if they just want a solution that comes by default, this adtech 'fake' or 'superficial' solution does provide something. And anything is more than nothing.