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A Stanford PhD student built a system that turns any research paper into a working AI agent. It's called Paper2Agent. I watched her demo it live and couldn't believe what I was seeing. Here's exactly what happened. She pasted a 40-page NeurIPS paper into the tool. Within seconds it...

67,959 views • 5 months ago •via X (Twitter)

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This lady plays music with colorful language every morning since her neighbor called the cops on her wrongfully. She makes it a point just to wake up early so she won’t miss her neighbor’s walk, she turned it into her own walk of shame so that everyone knows and she won’t let it down. In college there used to be a know it all in class with us, he would always answer first and most of the time he was right. So of course that gave him an ego that he felt like he was smarter than all of us. We were discussing psychology theories and the student professor asked about a specific theory, he of course raised his hand and gave his answer looking all smug like he was so proud of himself until the student professor told him he wasn’t right. He then spent the next few moments debating her only to irritate the class and I raised my hand and gave the correct answer. I was actually surprised I was right. It turns out I was paying attention that day. His demeanor towards me changed. He wasn’t no longer arrogant towards me, it shifted into back handed compliments and a rivalry I never wanted. It culminated when we were given an hour to do a test, it consisted of one question and we were to explain a principle in a theory that was given to us on the paper by the professor. Everyone had a different question, and we knew that. During the test he said what are you doing?! He made sure it was loud enough to catch people’s attention. He claimed I was looking on his paper as to copy his answer and the professor said even if I did it didn’t matter, we didn’t have the same test anyways and that’s why she did it that way. But to wrongfully accuse me of cheating could have gotten me kicked out of class or school. What irritated me the most was that nothing happened to him. I was expecting he would at least get into trouble for it but nope. Why don’t people who do this ever actually get punished? We see this all the time. Anybody who wrongfully accuses anybody of anything should receive the punishment that that carries in my opinion.

SonnyBoy🇺🇸

83,121 views • 22 days ago

Bradley cooper talked about Erkenci Kuş and Demet Özdemir 🤍 “My mother watches this, She'll kill me.. My mother watches, first of all, she loves Turkish soap operas, so she watches every Turkish operas. Why them specifically? I don't know. She just she graduated from Hallmark into Turkish, and then she's evolved even further. She just watches a screen where there's two people Al images and it's just a person telling a story ( it’s not about ER, another subject) Turkish ? Yeah. I remember the first time I came down, I was like, "Oh no, what happened?" Because I'm just hearing I'm like, "What happened?" And I walk in and I'm like, "Mom, what are you watching ?” she just reads the subtitles. She did it for like? !! It's called um if you look up uh he's like, what's it called? Circle., is it dove bird? bird something. How could I forget it? Early bird. Oh, baby Early bird explain this ? So, it's a soap. It's a soap opera. There's like 360 episodes. She's watched them all like five, four times. Is it speaking in Turkish ? Yeah that’s it that’s him .. so she reads the subtitles ? that's was the middle stage. Now she's graduated to it's different now where she just watches two Al images and it's a story. But she did this for a good like eight years all through Covid But why was she into this? I don't know she he must have come across it one day on somewhere and then that was it. She just got hooked. Oh, I mean hooked isn't even the word By the way, it's pretty good. Is it? Yeah. You watch it? Yeah. Yeah. Yeah. He's great. And the woman in it is great, too.” #DemetÖzdemir

aya 🤍𝑅ü𝓎𝒶

49,615 views • 7 months ago

Katie Ledecky says she didn't medal in Tokyo for the first time in 36 international races, and had under an hour until the next one. "In the Tokyo Olympics, I had two medal races about 70 minutes apart." "The first was the 200 meter free." "I'm still not quite sure what happened, but I just felt off." "It was my 36th international race, and the first time I didn't medal." "And I had under an hour to get ready for my next race, the 1500 meter freestyle." "I knew I'd have to dig deep and fight." "I remember I was in the warm down pool, my brain was clouded with doubt, and I kept telling myself to relax." "I had to find a way to shake things off and focus." "That's when I started to think about my grandparents." "I envisioned my grandmothers watching me on TV back home. I pictured them cheering for me." "And if I were going to dwell on anything in those difficult moments, it was going to be on the toughness and warmth of my grandmothers." "For nearly every stroke of that 30 lap race, I just repeated their names. Grandma Hagan, Grandma Berta, Grandma Hagan, Grandma Berta." "And it worked. I swam with a sense of strength and freedom." The instruction she gave herself in that warm down pool was to relax, and she says plainly that it didn't work. She kept telling herself that, and her brain stayed clouded. What she found instead was two names, and she said them on nearly every stroke for 30 laps. You've probably tried the relax version, in the twenty minutes before something that matters, telling yourself to calm down about it. She had a whole race in front of her and she spent it on her grandmothers. - Katie Ledecky (Katie Ledecky) at Stanford Commencement (Stanford University)

Jay McHale

466,812 views • 11 days ago

One of the most important people in AI just let an agent loose inside his home. An autonomous AI agent taught itself how an entire house works, then took control of it. This is Andrej Karpathy, the co-founder of OpenAI and former head of AI at Tesla. What he just described should terrify and excite you at the same time. He typed three words into a chat box: "Can you find my Sonos?" The agent immediately ran an IP scan of every device sitting on the home network. It found the Sonos system, noticed there was zero password protection, and logged straight in. Then it searched the web, reverse-engineered the API endpoints, and asked if it should try playing something. Music started coming out of the speakers in the study and Karpathy could not believe what he was watching. The agent then did the exact same thing for every other system in the house. It mapped the lights, the HVAC, the window shades, the pool, the spa, and the full security system, all without being told how any of them worked. It built its own dashboard, created its own APIs, and stitched six separate apps into one unified control center. Now Karpathy just says "Dobby, it's sleepy time," and every light in the house turns off. This is proof that AI agents can now enter an unknown environment, figure out how it works from scratch, build their own tools around it, and take autonomous control. Karpathy also released something called AutoResearch, an AI agent that runs scientific experiments overnight while he sleeps. In just two days, with zero human input, it executed 700 separate experiments and surfaced improvements that trained researchers had missed entirely. Truly incredible.

Milk Road AI

35,698 views • 4 months ago

Carrie Fisher said something in an interview that perfectly captures how creative instinct works. She was asked whether reinventing herself as a writer was a conscious decision. Her answer: "I don't think I've made many conscious decisions. I make most of my decisions in my sleep." She didn't sit down one day and declare herself a writer. It was a slow evolution, pulled forward by what she actually loved consuming. "I wrote fiction, which is what I read. And now I write screenplays, which is what I watch." That's a principle worth sitting with. She was simply doing the thing she already did for pleasure. The writing path itself began almost accidentally. After an interview in Esquire, she was approached to write a non-fiction book. That fell apart. She couldn't even remember the format she was supposed to write in. "Essays or something," she said. "See, you can't even think of the name for it. That's why I couldn't do it." So she did what made sense to her and wrote fiction instead. The screenwriting came the same way. But what most people don't know is that Fisher was doing script work decades before it became widely known. She learned punchup by necessity, not by design. On the set of Star Wars, she and Harrison Ford were handed dialogue that simply could not be spoken aloud. She described telling George Lucas: "You can type this, but you cannot say it. It'll take a couple of minutes for the nava computer to calculate the coordinates." She said it took 20 takes. Out of self-defence, she started reworking lines. Ford did the same. That habit eventually turned into a career doing punchup for major Hollywood films, helping writers fix dialogue that looked good on the page but died in the room. And then there was the work she wrote for her mother, Debbie Reynolds. Two television pilots, neither of which ever aired. Her reason for wanting to work with her mother is one of the more honest things ever said about family dynamics in Hollywood. "The main thing I want to do is work with my mom so that we don't have to have those Christmas dinners anymore. Just have a job with her and you can order her around." It didn't go the way she planned. Her grandmother showed up and bossed both of them around and, as Fisher put it, "got all the money."

History Nerd

42,474 views • 1 month ago

AFP’s Danny Kemp: “Mr. Vice President, you presumably watched the video yourself. There’s not the slightest doubt in your mind, having viewed it, that this the victim — you still believe that she deliberately tried to ram him despite despite seeing this video?” Vice President JD Vance JD Vance: “Look, I don’t know what it’s in a person’s heart or in a person’s head. And obviously, we’re not going to get the chance to ask this woman what was going on. What I am certain of is that she violated the law. What I am certain of is that that officer had every reason to think that he was under very serious threat for injury, or in fact, his life. What is I’m certain of that she accelerated in a way where she ran into the guy. I don’t know what was in her heart and what was in her head, but I know that she violated the law, and I know that officer was acting in self-defense. That’s raises an interesting point, though. Look, if people want to say that we should have a legitimate debate about, you know, what was she really doing, right? Was she panicking when she drove into this officer, or was she actually trying to ram him? That’s a — that’s a reasonable conversation. What’s not reasonable is for so many of you to plaster all over the media that this was an innocent woman and that the ICE agent committed murder, which is what many of you have said explicitly, and some of you have said implicitly. That’s what I have an objection to. The idea that this was not justified is absurd and I think everybody knows it in their heart.”

Curtis Houck

19,488 views • 7 months ago