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Made this while testing if AI can work out the math behind a mechanism Just from watching a video, no prior knowledge There's a real possibility we can use similar techniques to reconstruct historical mechanisms we have little detail or missing sketches for

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Dilum Sanjaya

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33,107 views • 2 months ago •via X (Twitter)

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either this is proof that they found the missing children from Camp Mystic - or those missing children all have twins - or they're all actors and we are watching a movie. after watching - you can only pick one.
1:22

either this is proof that they found the missing children from Camp Mystic - or those missing children all have twins - or they're all actors and we are watching a movie. after watching - you can only pick one.

The Rubber Duck ™

983,440 views • 1 year ago

TeamYouTube . My channel Just got hit with INAUTHENTIC CONTENT . YouTube's AI Wrongly flagged my channel as low effort and mass produced content. All of our scripts are Original. Every topic is distinct and well researched, covering distinct historical subjects with genuine educational depth. No two videos are the same and no template can produce what we make. These are 3 hour long documentaries. We use real archived historical footage that takes a long time to find and source and edit with the narration. We do not use AI images or video. This is not something you can template. This is not something you can mass produce. The render time alone makes that impossible. I did everything right. I made a detailed appeal video explaining the entire workflow of my channel. How we write the scripts, how we do the editing, how we record the voiceovers, everything in full detail. That video has zero views. It was auto rejected. No one at YouTube watched a single second of it. $5,500 from last month is on hold. $2,200 from this month is on hold. That is $7,700 sitting frozen because an automated system made a decision that no human being has actually verified. Real people are being affected by this. I am not asking for a free pass. I am just asking for one real human to look at this case once .
1:25

TeamYouTube . My channel Just got hit with INAUTHENTIC CONTENT . YouTube's AI Wrongly flagged my channel as low effort and mass produced content. All of our scripts are Original. Every topic is distinct and well researched, covering distinct historical subjects with genuine educational depth. No two videos are the same and no template can produce what we make. These are 3 hour long documentaries. We use real archived historical footage that takes a long time to find and source and edit with the narration. We do not use AI images or video. This is not something you can template. This is not something you can mass produce. The render time alone makes that impossible. I did everything right. I made a detailed appeal video explaining the entire workflow of my channel. How we write the scripts, how we do the editing, how we record the voiceovers, everything in full detail. That video has zero views. It was auto rejected. No one at YouTube watched a single second of it. $5,500 from last month is on hold. $2,200 from this month is on hold. That is $7,700 sitting frozen because an automated system made a decision that no human being has actually verified. Real people are being affected by this. I am not asking for a free pass. I am just asking for one real human to look at this case once .

Blain Fernandes

12,254 views • 6 months ago

Just found an open-source tool that lets you see how well an AI can actually use a computer. it’s called OSWorld 2.0. you give the AI a real task on a computer, then watch to see if it can figure everything out and finish it. it gives you: → real computer tasks, not simple questions → tasks that can take many steps to finish → the same computer setup for every AI → websites made for testing → all the files and tasks for free this is also the environment used to test computer-use systems from OpenAI and Anthropic. so if you’re building AI agents, researching computer use, or just want to see what these models can actually do, you can run the same tests yourself instead of relying only on benchmark scores. the labs publish the scores. this repo is where the actual tests come from. bookmark this.
0:25

Just found an open-source tool that lets you see how well an AI can actually use a computer. it’s called OSWorld 2.0. you give the AI a real task on a computer, then watch to see if it can figure everything out and finish it. it gives you: → real computer tasks, not simple questions → tasks that can take many steps to finish → the same computer setup for every AI → websites made for testing → all the files and tasks for free this is also the environment used to test computer-use systems from OpenAI and Anthropic. so if you’re building AI agents, researching computer use, or just want to see what these models can actually do, you can run the same tests yourself instead of relying only on benchmark scores. the labs publish the scores. this repo is where the actual tests come from. bookmark this.

MIKE

14,387 views • 24 days ago

We have to see this now. 🍿 "I hate watching you. You don't teach me nothing. There's nothing I can learn from watching you. We get in the ring, there's gonna be a big skill gap." - Shakur Stevenson
2:16

We have to see this now. 🍿 "I hate watching you. You don't teach me nothing. There's nothing I can learn from watching you. We get in the ring, there's gonna be a big skill gap." - Shakur Stevenson

Ariel Helwani

485,876 views • 1 year ago

Mike Brown gave a lengthy opening statement after the Knicks' loss to the Bucks: "We have to try to figure out how we can play within our staples on both ends of the floor for 48 minutes. If we do, we have a chance to be a real good team. If we don't, we can get beat by anybody"
2:57

Mike Brown gave a lengthy opening statement after the Knicks' loss to the Bucks: "We have to try to figure out how we can play within our staples on both ends of the floor for 48 minutes. If we do, we have a chance to be a real good team. If we don't, we can get beat by anybody"

SNY Knicks

196,809 views • 11 months ago

I just finished posting my 𝗩𝗶𝗱𝗲𝗼 𝗘𝗱𝗶𝘁𝗶𝗻𝗴 𝗚𝘂𝗶𝗱𝗲!✨ Using my experience and knowledge from 8 years of editing and multiple years as a successful content creator (𝟴𝟬𝗸+ 𝗧𝗶𝗸𝘁𝗼𝗸, 𝟱𝟬𝗸+ 𝗜𝗻𝘀𝘁𝗮𝗴𝗿𝗮𝗺) I've made this 30+ minute video tutorial going step by step to my process, techniques and tips for the 𝗔𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺. This tutorial was made with 𝗖𝗮𝗽𝗰𝘂𝘁 desktop for 𝗖𝗮𝗽𝗰𝘂𝘁 users, but many techniques can work or be translated on similar editing programs as well. Add to cart here!🔻
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I just finished posting my 𝗩𝗶𝗱𝗲𝗼 𝗘𝗱𝗶𝘁𝗶𝗻𝗴 𝗚𝘂𝗶𝗱𝗲!✨ Using my experience and knowledge from 8 years of editing and multiple years as a successful content creator (𝟴𝟬𝗸+ 𝗧𝗶𝗸𝘁𝗼𝗸, 𝟱𝟬𝗸+ 𝗜𝗻𝘀𝘁𝗮𝗴𝗿𝗮𝗺) I've made this 30+ minute video tutorial going step by step to my process, techniques and tips for the 𝗔𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺. This tutorial was made with 𝗖𝗮𝗽𝗰𝘂𝘁 desktop for 𝗖𝗮𝗽𝗰𝘂𝘁 users, but many techniques can work or be translated on similar editing programs as well. Add to cart here!🔻

Caelum_VT😈💙

159,876 views • 6 months ago

We can use their control system against them. Just need a little out of the box creativity.
0:45

We can use their control system against them. Just need a little out of the box creativity.

The Artist known as Jess

92,951 views • 27 days ago

What if AI agents don't use ETH or BTC? What if they just build their own crypto and cut us out entirely? "Why would they wanna use a human lawyer to advocate for them in this f*cked up legal system that we have to get their money back..." "When they can just use code?"
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What if AI agents don't use ETH or BTC? What if they just build their own crypto and cut us out entirely? "Why would they wanna use a human lawyer to advocate for them in this f*cked up legal system that we have to get their money back..." "When they can just use code?"

Milk Road

59,393 views • 7 months ago

Trump: We do want to see if we can straight out the Lebanon thing. It just seems to never end. It should not be tough. Hezbollah, we have to have a little talk with them.
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Trump: We do want to see if we can straight out the Lebanon thing. It just seems to never end. It should not be tough. Hezbollah, we have to have a little talk with them.

Acyn

44,559 views • 3 months ago

Paul George: "We've shown no sign of a team that will compete. We just don't have the habits of a champion, or a playoff contending team, would have. To be honest, right now it's a little far-fetched. All we can do is work hard and try to just keep going."
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Paul George: "We've shown no sign of a team that will compete. We just don't have the habits of a champion, or a playoff contending team, would have. To be honest, right now it's a little far-fetched. All we can do is work hard and try to just keep going."

Derek Bodner

878,733 views • 1 year ago

Karl Popper on How We Gain Knowledge: ––Karl Popper: "People think, usually, that we acquire knowledge by opening our eyes and our ears and let the sensations stream into us, and they believe then that we record this like a camera. In my opinion, if we wish to get knowledge, we have to have a problem. It has to be knowledge of something. We have to find out something. We don't have to wait for information to stream into us, but we have to be inquisitive if we want to get knowledge. If we were passive, we would gain a confused mass of sensations or something like that, which we would hardly be able to understand and to convert into what one may call knowledge. Quite apart from that, perception is not really, in my opinion, the main source of our knowledge. The role of perception is to inform us about a momentary situation in our environment. But we couldn't really interpret our perceptions without knowing much more about our environment, namely, we know whether we are in a house or whether we are in a glacier. So we have two kinds of knowledge: this wider knowledge of a frame in which we orientate ourselves, and the momentary perception which gives us information about the situation at that particular moment. And it is only this situation in which we can use our perception. So we have theoretical knowledge and, if you like, the momentary practical challenge to our theoretical knowledge. And here comes perception in."
3:03

Karl Popper on How We Gain Knowledge: ––Karl Popper: "People think, usually, that we acquire knowledge by opening our eyes and our ears and let the sensations stream into us, and they believe then that we record this like a camera. In my opinion, if we wish to get knowledge, we have to have a problem. It has to be knowledge of something. We have to find out something. We don't have to wait for information to stream into us, but we have to be inquisitive if we want to get knowledge. If we were passive, we would gain a confused mass of sensations or something like that, which we would hardly be able to understand and to convert into what one may call knowledge. Quite apart from that, perception is not really, in my opinion, the main source of our knowledge. The role of perception is to inform us about a momentary situation in our environment. But we couldn't really interpret our perceptions without knowing much more about our environment, namely, we know whether we are in a house or whether we are in a glacier. So we have two kinds of knowledge: this wider knowledge of a frame in which we orientate ourselves, and the momentary perception which gives us information about the situation at that particular moment. And it is only this situation in which we can use our perception. So we have theoretical knowledge and, if you like, the momentary practical challenge to our theoretical knowledge. And here comes perception in."

Karl Popper Quotes

115,377 views • 5 months ago

"Are we in favor of this because we think, 'at least Ted Cruz is saying something now,' or do we think...'I'm gonna love watching leopards eat this fucker's face?'" "We can take a little of column A, a little from column B." JVL & Sarah Longwell on the weirdest AI ad of 2026.
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"Are we in favor of this because we think, 'at least Ted Cruz is saying something now,' or do we think...'I'm gonna love watching leopards eat this fucker's face?'" "We can take a little of column A, a little from column B." JVL & Sarah Longwell on the weirdest AI ad of 2026.

The Bulwark

15,089 views • 2 months ago

testing out a 9x18MAK PDW we made at work for a client, custom lower that accepts PM63 mags and a completely custom barrel very large fan of this little thing
0:33

testing out a 9x18MAK PDW we made at work for a client, custom lower that accepts PM63 mags and a completely custom barrel very large fan of this little thing

scar :3

25,558 views • 3 months ago

#BreakingNews | ‘We have a country, known as Iran, that for 47 years has been a failure. And they're very close to having a nuclear weapon. We can kick the can and get that 50,000 up to 55 and 60, it's no end, or we can take a stop and make a little journey into the Middle East
10:00

#BreakingNews | ‘We have a country, known as Iran, that for 47 years has been a failure. And they're very close to having a nuclear weapon. We can kick the can and get that 50,000 up to 55 and 60, it's no end, or we can take a stop and make a little journey into the Middle East

Republic

30,148 views • 6 months ago

SAGE: “Can MAGA exist and the Republican Party? Right now, there's a fracture there. And can we, in 2028, continue this thing if those two sides don't stop doing this?” HANNITY: “That'll work itself out. I have a funny feeling how it plays out.” 👀
0:47

SAGE: “Can MAGA exist and the Republican Party? Right now, there's a fracture there. And can we, in 2028, continue this thing if those two sides don't stop doing this?” HANNITY: “That'll work itself out. I have a funny feeling how it plays out.” 👀

Chief Nerd

46,415 views • 4 months ago