Ukraine
Joined October 2021
1/1 AI agents are moving beyond chat: they can spend, sign and act. But capability isn't authority. Who gave permission? What limits apply? Who can verify the outcome? That's why I'm watching @VAGACHAIN_XYZ. vagachain.xyz
1
11
14
297
pan4vortex.x retweeted
We are past the point of political disagreement. We are witnessing a catastrophic collision between unchecked narcissism and obvious neurological decay. It is the most dangerous intersection in American history: a man with the absolute power of the Presidency and the absolute cognitive failure of a person no longer tethered to reality.
1,192
6,037
284
21,214
590,599
What do you mean “Russia is fine on Ukraine, they haven’t been doing much”? You DO realize we’ve all been watching Russia bomb Ukraine for almost 5 years… right? Are you stupid? Are you a stupid person? ( this is a quote from you) @realDonaldTrump
Trump: “russia, frankly, has treated Ukraine pretty well. They haven’t really done much.” What an absolute piece of shit.
6
12
285
Thank you, USA, for guaranteeing security and territorial integrity! You are the best guarantors and allies. Entire generations across the globe will remember this! @WhiteHouse
106
1,782
97
5,747
54,147
В 1994 году США, Россия и Украина подписали соглашение об отказе Украины от ядерного оружия. Украина отдала 4 400 ядерных боеголовок. Взамен США и Россия гарантировали Украине «независимость и существующие границы». Спустя 30 лет один гарант напал, а другой требует капитуляции
1,247
8,171
472
20,817
506,172
pan4vortex.x retweeted
FIVE STARS. TERMS AND OMISSIONS APPLY. #AIAgents
1
10
16
326
pan4vortex.x retweeted
Replying to @ZelenskyyUa
Trump is an accessory to murder
12
25
1
124
2,425
A horrific Russian strike in the Kharkiv region. A “shahed” struck people directly – in a park near an ordinary café. Pure atrocity. Six people were killed, including children. A little girl was killed in a stroller – her name was Angelina, she was just over a year old, born in August 2025… Her mother’s name was Inna. She died in the hospital… Another girl who was killed was 11 years old. My condolences to their families and loved ones. Another 14 people were injured, including six more children. I am grateful to everyone who supports Ukraine under these circumstances and helps us shoot down “shaheds,” shoot down missiles, and stop Russian assaults. These are horrific photos, but behind them are shattered lives and the truth about this war. Lives must be protected. Ukraine needs air defense. You can't think about making money with Russia as long as it continues its asinine war. We ask that sanctions on Russia stay in place as long as the killings continue. We ask America to be strong, and we ask it to apply the Lindsey Graham law. We ask Europe to continue its support. We ask that everything possible be done to bring peace and guarantee security. Ukraine wants peace. It is Russia that has insisted on continuing the killing all this time. The world has enough strength to stop the war. That strength must finally be used – against the murderers.
5,684
28,395
3,447
94,070
4,318,477
pan4vortex.x retweeted
DID YOU TELL THE OTHERS? #AIAgent
7
13
388
pan4vortex.x retweeted
YOUR AI CAN DELEGATE THE WORK. CAN IT DELEGATE YOUR PERMISSION? WHO CAN ACT. WHO CAN SPEND. WHO CAN STOP IT. VAGACHAIN ON DELEGATED AUTHORITY ↓ medium.com/vagabond-solution…
11
1
17
660
pan4vortex.x retweeted
AGENT SWARMS YOUR AGENT IS ABOUT TO HIRE A HUNDRED OTHERS. ON WHOSE RECOMMENDATION? WHEN ONE FAILS, WHO ANSWERS?
Here’s why agent swarms are going to be a very big deal. We can finally make compute a critical variable in a large number of important tasks in the economy which wasn’t possible before. There’s a large amount of work in the world that is essentially only constrained by the amount of time that we put into research, data processing, discovery work, running tests, and more. All of this work is bottlenecked by our ability to plan, execute, review, and coordinate everything happening in these workflows. Which means we basically do very little of them today relative to their economic value. Agent swarms are the first real ability to parallelize this work in a way where - in theory - the only parameter that matters is how much compute you throw at the problem. Cyber security, life sciences or material science research, trading, QA testing, data processing, and many other fields are essentially compute constrained problems in the limit once models are good enough at these tasks. The breakthrough is that in a world where agents can use tools, write code, process data, have strong domain depth, and can coordinate with each other, you can begin to solve arbitrarily complex problems by setting the right goals and applying enough tokens to the problem. This changes a lot of fields as well as even the competitive dynamics in these fields.
1
7
11
376
pan4vortex.x retweeted
EVERY COMPANY WANTS AUTONOMOUS AI. MIND THE GAP.
11
14
363
‼️European leaders are cautious about upsetting Trump. Fuck him. The stakes are too high. We can’t sit about and massage his ego. The fucker has been handed everything from birth and is living in an alternate universe. Now is the time to speak truth to power.
23
113
5
409
3,451
By standing with your buddy in Ruzzia, you are complicit in these attacks. No wonder your secret name is Krasnov.🖕 @realDonaldTrump
In total, over this past week, the Russians have attacked Ukraine with almost 2,700 attack drones, 1,700 aerial bombs, and 66 missiles, most of them ballistic.
1
4
124
The future of AI is not just about creating "smarter" agents; it’s about creating agents that can be trusted. @VAGACHAIN_XYZ is moving toward this future by implementing a secure identification system, clear access rights, and accountability mechanisms. #AgenticAI
9
12
149
A complex question: who bears responsibility if something goes wrong during the execution of an automated task? @VAGACHAIN_XYZ addresses this issue through mechanisms for limited authorization, signed confirmations, and built-in dispute resolution procedures. #AgenticAI
4
4
94
Elon Musk and Donald Trump are helping Ruzzia. Restore the Starlink speed in Ukraine, Elon 😡 @elonmusk
Latest: ​Zelenskyy tells reporters over WhatsApp that restrictions on Ukraine's Starlink systems remain. Interceptor drones can't function, logistics and operations hobbled. The maximum speed is 161 kph; "exceeding this limit causes the Starlink connection to cut out completely, resulting in the loss of the drone." He says Ukraine has done tests to determine whether SpaceX is truly facing technical issues, as has been told Kyiv by the US side, or if this is a "deliberate operation... to restrict us, cut us off, and prevent us from defending ourselves and protecting our people, both at the front and among the civilian population." He says Ukraine "sent a couple of vehicles equipped with Starlink terminals into European Union territory." "They moved at speeds exceeding 180kph, and the Starlink systems worked perfectly. We have the relevant logs and evidence to prove this." He adds: "The conclusion is clear: the restrictions are in effect within Ukraine but do not apply within the European Union. In other words, this is a planned operation."
1
3
132