Maybe create a society where 'security' drones are not necessary ? ..or you can oc just continue to hail and trust your corporate overlords..

1. Russia doesn't need ireland or EU goods. They are mostly independent now and have friends all around the world for whatever lacking things they need. China is a close partner.

2. All EU countries buy Russian oil and sells shit to russia through unofficial channels. No exceptions. US have been doing it publicly whenever they wanted while they urged EU - their vassal states - to cut Russia off. Result is an EU that are broke while US are (still) doing okay. EU was sacrificed for their US masters..

3. Russia is winning against Nato, and the war is in practise over. Russia is setting the conditions for peace now.. All the ridiculous 25-30? Sanctions packages was just a slow suicide for EU. They should have supported the deals Russia agreed to and supported peace negotiations from the beginning instead of breaking the deals and constantly promoting war, but they were involved from the start as it was always a US lead NATO war against Russia, with Ukraine as the unfortunate chosen proxy warrior and provocateur..

Personally, I find it incredible that after over ten years of local civil war in ukraine, none in the west have bothered checking what really happened before their Nato governments cried 'full-scale invasion' bla bla.. That endless echo–chamber - lynch-mob - gullibility have cost Ukraine everything and EU are right behind them.. Break out of the echo-chamber, search youtube for "what really happened in Ukraine" and start learning what really started everything and who to blame for it..

I didn't watch, just saying that US doesn't work like that. Voters or promises are a public scam, and only the rich c*nts paying the elite gets to decide what happens. This has been shown in scientific papers and endless academic articles, books and documentaries, but unfortunately, the rich owns US (and the West's) media and thus most information. US is not a Democracy, but an oligarchy, and nothing is really going to change - at all.. Revolt or learn to live with it..

Fuck Musk indeed! He is a pscho oligarch and have no business supporting one side in a war, and better yet, should shut it all down and not support any war at all - fuck that cnt !

It's honestly annoying when you try to help poor people get cheap or even free stuff, and some grifter just hoards it and marks it up for them selves at whatever 'market price' they can squeeze out of it. You/she should not see everything as free resources to take advantage of, that's just selfishness. There are people scouring these places for profits, and they should at least be honest about their grifting..

There's no such thing as 'press freedom' in the West, and BBC are one of the worst propaganda outlets ever. It's about time we start popping all these Western 'Values' as nothing but internal marketing, propaganda, and tools to attack non-complying nations with..

People should probably start realising that Capitalism is completely incompatible with Privacy. ..and incompatible with 'freedom', and 'Democracy' and in general, incompatible with any type of nice world to live in, environment, bio diversity and so on.. Its not even necessary for 'innovation', 'incentives' or any of the other made up claims..

Not sure why some people still support that harmful anti-scientific/ideological belief system, but I guess the Oligarchs constant propaganda and manufacturing consent has something to do with it. Oh well..

Eww.. All respect for nous-research lost ! Anyone following western sh*t behaviour in the world knows that 'western values' are ideological propaganda and a narrative weapon to hit other countries with. Perplexity also tried to propagandise an early deepseek to the 'correct' western anti-china narrative. The west = misinformation! Disgusting that nous–research either let them selves be bought by the western oligarchy, or actually believe in that simplistic and evil narrative. Disappointment never the less..

Basic criticism reveals made up people, and dead people unrelated to any part of the conflict. All western/ukrainian 'evidence' from unknown 'hacker' groups, or non-published ukr groups, and articles from the guardian - or most other EU 'news' outlets really - should undergo a basic check before spreading them. No clue why anyone would just accept such random claims as truth. We see and hear completely unsubstantiated claims about dead Russians on a monthly basis. Fanatism? Coping? Dunno really, but it's not good for the information sphere we all need to navigate in.

Will there be support for utcp (https://www.utcp.io/) or mcp so agents can control it?

Sooner or later all western big biz will be using chinese open models. How it must hurt for both the merican patriots and investors in merican IT ! Lol :-D

Agree, they should learn to de-google asap !

Large science focused publishers usually have a peer review system that determines if the papers have scientific valor BEFORE acceptance, and Putin's daughters (and the other published Russian scientists) are clearly skilled and bright scientist . If their papers are published, then they meet that standard, and there's nothing to cry 'foul' about.

On the other hand, this article and outlet consistently produce anti-russian articles, and are pr definition NOT scientific. The Ukrainian research should've been published in a scientific outlet itself, so that it was vettet as good science, but it wasn't. So we have a non-scientific for-profit and biased publication, referring to non-published research of so-far questionable quality, complaining about real science being conducted as expected - ONLY because of ..Russia.. That is just infantile, and damaging to everyone..

What IS apparent, is that this particular media - and maybe even OP - are both extremely biased, and doesn't care about science or proper knowledge research. This is about trying to attack Russia in any way possible, and frankly, the article is scientifically and intellectually speaking, infantile at best.

Not sure why anyone would regurgitate such obvious trash propaganda at all, but maybe anger or coping, or maybe anti-science attitudes ? Dunno, but ridunculous never the less..

This won't change anything really. US are NOT a Democracy, its an Oligarchy. It likely has always been as information and elections can be 'arranged'. Both 'sides' of their one-party system believes almost the same things, are sponsored and controlled by the same rich people, and 1. scientific papers have shown that ordinary people have no influence (something like 0.2% afair) over policies, and 2. we can see that US foreign policies throughout the last 25-50 years follow the same Oligarch strategy from think tank papers, no matter which 'sides' administration is in the puppet house. In short, everything in US and their sphere of influence is run by money and pressure from rich c*nts. Watch/read someone like Brian Berletic for which think tanks US policies/behaviour comes from, and hence who is really in charge in US.

Expect some drama and public bantering, huffing and puffing, about crimes and promises of change - cheaper eggs/fuel, more 'freedom', more 'transparency', harder smack-down on crime (not Oligarch crimes oc) and such banale local stuff - but none of the promises will be fundamental or be fulfilled, as usual, so no serious change on any front unless the Oligarchy want to faint a change for marketing purposes.

The US policies and behaviour are locked in to the current trajectory for many many years to come, just as it have followed that trajectory for the mentioned 25-50 years, via Trump, Biden, Obama, Bush, Hillary or whatever Oligarch puppet is placed in the white house.

Only real change must come from public sustained political revolution, or more direct revolution.

Russia runs a so-called 'Tit for tat' strategy in this conflict, so that means that EU/Ukraine should not have attacked Russian energy sector. The first attack from US was the Russian oil pipeline to Europe, the second was Ukrainian attacks on their former nuclear power centres, and the third was direct drone attacks on local Russian oil refineries and latest a few power stations). We are seeing a tit-for-tat retaliation and crying 'foul play' is ridunculous and won't do anything, but continuing a war that is not going well for Ukraine/EU..

But as long as people only post these echo-chamber articles from pro-west media, the fanatical leadership and lynchmob population in EU wont change - unfortunately. 'To the last Ukrainian' will become 'To the last European' if nothing changes..

No. US internal and especially foreign policies are not influenced by 'voting' - at all, and haven't been for ages if ever. Scientific papers have been presented, and we can see (try 'Brian Berletic') that US foreign policies are the same no matter what side of their Oligarch uni party have the administration. US is an Oligarchy and is run in their interest - not 'the people'. There is provably no 'Democracy' in US (or much in other parts of the US dominated hemisphere)..

Europeans don't/won't seem to understand that 1. they lost their Ukrainian proxy war, 2. there wont be any 'cease-fire' - only unconditional surrender to Russian demands, and 3. if they sneak in anyway, in what's left of Ukraine, and shoot at Russia, they'll be obliterated. EU are done - economically, politically and militarily. The fact that they will only enter when there's 'peace', shows that they can't do sh*t about anything except huffing and puffing.

NATO - the whole western hemisphere - controlled by US Oligarchs, lost - big - and killed off their Ukrainian proxy warrior/regime. Simple as that.. It's time for people to start investigating how and what really happened, instead of feeding the echo-chamber and urging for more war, and hence killing more Ukrainians and making things worse locally, and in the world.

What happened ? In short: US instigated a coup + instigated a Ukraine civil war against Russophones. The purpose was to force Russia to react and US would then induce an Ukraine/EU war against Russia. This was done in an global attempt at weakening the energy producers and friends of China. China is the main threat to US dominance/control. Russia + Iran produced oil/energy and needed to be controlled, and Chinas friends and neighbours in general needed to be weakened and threatened to stop trading with China.

All of this are actually both described in public US think tank papers going back up to 50 years, and also admitted by officials, bc they can't stop bragging when they do these thing. The papers from think tanks function as blueprints for actual US Oligarchy engagement around the world.

However, they failed at every turn except in convincing the population of the US Oligarchy lead western hemisphere, economically attacking smaller countries to make anti-China deals, and to politically coup several countries especially in south America.

Thus, the whole world situation right now is nothing but US Oligarchy executing their plans to save their short-lived 'Empire of Lies', but they are clearly failing at all fronts and the global 'south' have risen with China as the new global leader in most areas that matter. In fact, China stands almost unscathed by all the agressive US actions.

US Oligarchy have spend all their political, military and economic capital, their vassal states in their Empire have been drained (While US sucked up their wealth/ressources) and EU especially are totally f*cked and are entering many many years of economic and social decline, with internal unrest/rebellion which is just starting to show. It will only get worse as resources and rights drain out, and more and more start questiononig the officially induced narrative.

The only thing left is the US liberal/globalist propaganda apparatus and a deliberately constructed angry western lynch-mob that still believes they know what's happening, that their official information sources cares about truth, and that their cause therefore is righteous - but unfortunately it was all just the Epstein+ class that once again used mass manipulation through standard US 'Manufacturing Consent' methodology (look it up), to manipulate the western population into yet another war fighting for what was essentially just beneficial for the Epstein+ class (Epstein himself was a 'delivery Boy' in that class - same as Trump). They've done this a dusin times already..

It is worth mentioning that Trump/reps is just the 'bad cop', and obama, biden/dems will be introduced as the 'good cops', but both 'parties' in US follows the same aggressive Oligarch foreign policies without any deviation, and have done so the last 50-75 years. US will try this blame game switcheroo again - as they always do. "We will do better" - but that is never true, or intended.

There are oc plenty of information available for those that want to know whats really happening around the world, but those following western for profit media, msm, facebook, google search engines, youtube and so on, will have to spend extra time/energy to dig a little deeper bc the truth are censored in the 'US empire of lies'. start listening to those you rejected before. It is time to re-evaluate the situation, and direct your anger towards those that really fucked you up - your globalist elites/Oligarchs - wherever you are in the western hemisphere. Supporting the West, Ukraine, or Israel, supporting western style societies/ideology, and hating the enemies of US Oligarchy is the same as supporting Trump and the Epstein+ class in their world dominating anti-freedom, anti-democratic and violent/oppressive fascist hierarchy.

You seem to construct your argument from some rumours you once heard from indoctrinated ideologues and you don't even bother connecting the two claims ? Why are you spreading informational noise like this ?

Who gains from you learning and regurgitating these nonsensical illogical arguments and conclusions ? Could it be the oligarchy in your country/hemisphere that by any chance benefits from convincing people like you that Capitalism great, socialism bad ?

Would such a thing be worth investigating a little, you think ? Hmm ?

Please kindly educate your self to a basic level where you can criticise your own current opinions, your knowledge level, where your knowledge comes from and how to create a basic logical argument from scratch. That would greatly help everyone get smarter. Thank you..

The old petals framework did that via a torrent like protocol and could even train models over a distributed network, but that was years ago and I have no clue if such a system is viable with all the new features in new models.

My guess is that we could exploit a distributed kv-cache ala deepseek, but they use their own proprietary algorithm for kv storage/retrieval and a huge datacenter, and with only normal internet connections, I'm not sure its viable fir people ?

Big models are a problem, but something like aihorde with smaller models combined with a distributed agentic harness could be interesting.

I have some muscle/nerve atrophy and I've been doing the heel-lifting exercise nearly daily since I watched Anton's video. I automatically tend to walk like I had swimming fins on (flippers?) bc my feet/ancles cant move up/down fast enough.

That doesn't train the calves much, so I were thinking that a bike with a seat too high would force calf training as the foot can't reach unless I push through.

Biking with a high seat might be as good as walking - for some, anyway..