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difficulty: easy

Find Luigi 🍏

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84,615 次观看 • 9 个月前 •via X (Twitter)

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beomgyu’s mom wasn’t kidding when she said beomgyu was easy to raise 🥹😭 🧸: i barely ever cried (as a kid) they said i even fell off a bunk bed once but i didn't cry! and i slept a whole lot when i was little, so my mom said raising me was basically zero difficulty level

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Mungai Eve is a woman standing at the edge of reality, holding on to broken dreams, wondering where life did her dirty. After she showed our boy Trevor premium DUST, the young man had no choice but to enroll himself at the prestigious Kalahari Desert University of Science & Technology (K-DUST) where Dust reign supreme. Madam Eve, formerly known as the Princess of Content, Empress of Vlogs, and CEO of “Hi guys welcome back to my YouTube channel,” is now posting thirst traps that are fighting the laws of physics. Her boobies are in a cold war with gravity & her Bermuda Triangle is doing more PR than Kenya Tourism Board. If attention was a talent, she would already have a Grammy, a BET award & a Head of State Commendation from Kasongo. But you see, women with no morals always have it easy out here. The moment you start sinking, heading to the rock bottom, just expose your tools of trade & suddenly sons of Adam will appear to rescue you as they harvest the sacred fruits of fulumbanya. One will send airtime, another will send rent & the legendary ones will ask “how much do you need to bend again my queen?” But for the boychild? Wooooi Nyasaye,,, Before you even approach rock bottom, daughters of Agrippina are already tightening your seatbelt, adjusting your headrest, and pressing the DESCEND FASTER button like they’re pressing the power button on their vibrators helping you to reach rock bottom faster. By the time you call for help, even Safaricom will stop calling you dear & pretend it doesn’t know you. This earth is hard for the boychild. In fact, if difficulty was a national exam, boychild is already repeating the class. May Yehova Wanyonyi remember us all the time. Kama kawa sisi walala hoii hatuna maoni, Letu Jicho tu. 👀

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AI has had exactly two scaling axes that worked so far, and the second one is starting to look finite too the first one was pretraining: with scaling parameters and data, we got world knowledge (i.e. ChatGPT had read enough to know things), but it started saturating a while ago the second one was RL, and people had been doing RL the whole time before that: RLHF is RL but it never scaled far because it was trying to control the exact output, which tokens come out, how the text reads, but you can only push that so far before you’re just polishing RLVR dropped that constraint: giving the model a task, then checking whether the final answer is right, and ignoring everything in between -- so the model does whatever it wants in the middle and only the endpoint gets graded, and that’s much closer to actual RL and it’s what bought us planning and reasoning (arguably, tool use sits around 2.5 on this list -- while useful, it's not a different kind of thing) so one axis gave knowledge, the other gave reasoning, and both of them are one model working alone the next axis is how many models you can get working on the same problem, which is a different kind of axis than the previous two we know that multi-agent RL has always been the harder problem: I spent years in that literature and the gap between single-agent and multi-agent is definitely not incremental -- it’s a whole different class of difficulty! which is also why the derivatives are steep at the start, nobody has picked the easy wins yet... and the thing that gates this multi-agent coordination is communication: models can only coordinate as well as they can exchange information, and right now they do that by writing sentences to each other imagine what could we possibly achieve if we properly open that third axis development by letting models to exchange information in their native "language" without loosing any computational data that they produce during inference

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"This was filmed last Wednesday afternoon at Riverside Veterinary Clinic in Indianapolis, Indiana. The officer is Sergeant Paul Greer. He's 41 years old. Fourteen-year veteran of the Indianapolis Metropolitan Police Department. The dog is Bruno. A ten-year-old German Shepherd who served eight years as Paul's K9 partner before a joint condition ended his working career two years ago. When Bruno retired from active duty, Paul adopted him immediately. Brought him home. Bruno spent his retirement on Paul's couch, on Paul's bed, in the passenger seat of Paul's personal truck. The transition from working partner to household companion was seamless. Bruno had always been Paul's dog. The badge and the vest were just part of the job. Over the past several months, Bruno's condition had declined steadily. The joint condition spread. He had difficulty getting up. Stopped eating regularly. Paul had been managing Bruno's comfort with guidance from Dr. Angela Reese at Riverside for months. Last Tuesday evening, Bruno stopped getting up entirely. Paul called Dr. Reese that night. Wednesday afternoon, Paul drove Bruno to Riverside. He carried Bruno in from the truck himself. Wouldn't let the techs take him. Paul's partner, Officer Dana Choi, came with him. She filmed quietly on her phone from the corner of the room. She told us afterward that she asked Paul's permission before she started recording. He nodded. Paul sat on the exam table with Bruno cradled across his lap and chest. Bruno's head rested against Paul's shoulder. His eyes were half-open. His breathing was slow and easy. Paul bowed his head and pressed his face into Bruno's fur. Bruno lay still for a long moment. Then slowly — carefully — he raised both front paws. One at a time. And wrapped them around Paul's shoulders. And held on. Paul made a sound that Dana said she will never forget. Dr. Reese, who was standing nearby preparing, went completely still. Her assistant took a step back. Nobody moved. Dana told us: 'Bruno could barely lift his head that morning. But he lifted his paws and he held Paul. In that moment, with everything he had left, he held him. I think he was saying thank you. I think he was saying goodb"

"This was filmed last Wednesday afternoon at Riverside Veterinary Clinic in Indianapolis, Indiana. The officer is Sergeant Paul Greer. He's 41 years old. Fourteen-year veteran of the Indianapolis Metropolitan Police Department. The dog is Bruno. A ten-year-old German Shepherd who served eight years as Paul's K9 partner before a joint condition ended his working career two years ago. When Bruno retired from active duty, Paul adopted him immediately. Brought him home. Bruno spent his retirement on Paul's couch, on Paul's bed, in the passenger seat of Paul's personal truck. The transition from working partner to household companion was seamless. Bruno had always been Paul's dog. The badge and the vest were just part of the job. Over the past several months, Bruno's condition had declined steadily. The joint condition spread. He had difficulty getting up. Stopped eating regularly. Paul had been managing Bruno's comfort with guidance from Dr. Angela Reese at Riverside for months. Last Tuesday evening, Bruno stopped getting up entirely. Paul called Dr. Reese that night. Wednesday afternoon, Paul drove Bruno to Riverside. He carried Bruno in from the truck himself. Wouldn't let the techs take him. Paul's partner, Officer Dana Choi, came with him. She filmed quietly on her phone from the corner of the room. She told us afterward that she asked Paul's permission before she started recording. He nodded. Paul sat on the exam table with Bruno cradled across his lap and chest. Bruno's head rested against Paul's shoulder. His eyes were half-open. His breathing was slow and easy. Paul bowed his head and pressed his face into Bruno's fur. Bruno lay still for a long moment. Then slowly — carefully — he raised both front paws. One at a time. And wrapped them around Paul's shoulders. And held on. Paul made a sound that Dana said she will never forget. Dr. Reese, who was standing nearby preparing, went completely still. Her assistant took a step back. Nobody moved. Dana told us: 'Bruno could barely lift his head that morning. But he lifted his paws and he held Paul. In that moment, with everything he had left, he held him. I think he was saying thank you. I think he was saying goodb"

Crazy Moments

1,713,581 次观看 • 4 个月前

I don't have all the answers here, but I have thought about this a *lot*, so hopefully I have some: 1) Society needs both great men and Great Men. Every man should aspire to be the former; aspiring to the latter is unwise, as "the true road lies in quite another direction." 2) Life is WAY easier when you integrate your personal and professional life to the maximum degree. I try (extremely hard) to be the same person to my wife, kids, friends, co-workers, and strangers on the internet. Then fun time, family time, and work time can all use the same oh-so-finite minutes of the day! 2a) Tactically — bring your kids/family along with you on adventures. My kids have been to some incredibly non-kid-friendly places: space conferences, podcast recordings, industrial facilities, rocket launches, etc. And those adventures have been are some of my (and their!) most treasured memories. 3) You absolutely must become a morning person. Sorry. 4) I found that fatherhood was the ANSWER to my hunger in many ways. I was ambitious, certainly. But having kids made me realize that "ambition" is kinda fake; it's striving without a true end goal. (No, fame, riches, and "doing something important" are not true end goals.) 4a) As soon as you look your own child in the eyes — now THERE'S an end goal. Ineffable to anyone who hasn't had a kid, maybe, but I had an immediate, intense desire to keep my kids safe, and loved, and fulfilled. And a lifetime of anxious wondering if I was doing the right thing just washed away... there was the right thing, in my arms! 4b) Goals are awesome. I love goals. They are how I find motivation. But I have learned through a lot of trial and error that goals that focus on Me Me Me are unfulfilling even if I achieve them. Naked ambition is the ultimate Me Me Me goal... and it's much better to set goals about who you want to be to other people. (I need to write more about this; it's basically Alasdair Macintyre's read of Virtue Ethics, if folks are curious.) 4c) A tweet that has always stuck in my mind forever: "oh you're "high agency"? that's cool, what can other people rely on you for?" 5) If I've learned just one thing about "difficult" experiences in life, it's that as soon as you increase the difficulty level further, what you did before seems easy. Like the pre-kid life to me, now. Therefore, the answer to feeling like you can't possibly be a great dad and great in your career.... is to have even more kids!! (Kidding. Kinda.)

I don't have all the answers here, but I have thought about this a lot, so hopefully I have some: 1) Society needs both great men and Great Men. Every man should aspire to be the former; aspiring to the latter is unwise, as "the true road lies in quite another direction." 2) Life is WAY easier when you integrate your personal and professional life to the maximum degree. I try (extremely hard) to be the same person to my wife, kids, friends, co-workers, and strangers on the internet. Then fun time, family time, and work time can all use the same oh-so-finite minutes of the day! 2a) Tactically — bring your kids/family along with you on adventures. My kids have been to some incredibly non-kid-friendly places: space conferences, podcast recordings, industrial facilities, rocket launches, etc. And those adventures have been are some of my (and their!) most treasured memories. 3) You absolutely must become a morning person. Sorry. 4) I found that fatherhood was the ANSWER to my hunger in many ways. I was ambitious, certainly. But having kids made me realize that "ambition" is kinda fake; it's striving without a true end goal. (No, fame, riches, and "doing something important" are not true end goals.) 4a) As soon as you look your own child in the eyes — now THERE'S an end goal. Ineffable to anyone who hasn't had a kid, maybe, but I had an immediate, intense desire to keep my kids safe, and loved, and fulfilled. And a lifetime of anxious wondering if I was doing the right thing just washed away... there was the right thing, in my arms! 4b) Goals are awesome. I love goals. They are how I find motivation. But I have learned through a lot of trial and error that goals that focus on Me Me Me are unfulfilling even if I achieve them. Naked ambition is the ultimate Me Me Me goal... and it's much better to set goals about who you want to be to other people. (I need to write more about this; it's basically Alasdair Macintyre's read of Virtue Ethics, if folks are curious.) 4c) A tweet that has always stuck in my mind forever: "oh you're "high agency"? that's cool, what can other people rely on you for?" 5) If I've learned just one thing about "difficult" experiences in life, it's that as soon as you increase the difficulty level further, what you did before seems easy. Like the pre-kid life to me, now. Therefore, the answer to feeling like you can't possibly be a great dad and great in your career.... is to have even more kids!! (Kidding. Kinda.)

Christian Keil

60,580 次观看 • 22 天前

Sent to us from an officer who told us this was filmed last Wednesday afternoon at Riverside Veterinary Clinic in Indianapolis, Indiana. Made us stop in our tracks and left us in TEARS. Here it is, in it's entirety: "The officer is Sergeant Paul Greer. He's 41 years old. Fourteen-year veteran of the Indianapolis Metropolitan Police Department. The dog is Bruno. A ten-year-old German Shepherd who served eight years as Paul's K9 partner before a joint condition ended his working career two years ago. When Bruno retired from active duty, Paul adopted him immediately. Brought him home. Bruno spent his retirement on Paul's couch, on Paul's bed, in the passenger seat of Paul's personal truck. The transition from working partner to household companion was seamless. Bruno had always been Paul's dog. The badge and the vest were just part of the job. Over the past several months, Bruno's condition had declined steadily. The joint condition spread. He had difficulty getting up. Stopped eating regularly. Paul had been managing Bruno's comfort with guidance from Dr. Angela Reese at Riverside for months. Last Tuesday evening, Bruno stopped getting up entirely. Paul called Dr. Reese that night. Wednesday afternoon, Paul drove Bruno to Riverside. He carried Bruno in from the truck himself. Wouldn't let the techs take him. Paul's partner, Officer Dana Choi, came with him. She filmed quietly on her phone from the corner of the room. She told us afterward that she asked Paul's permission before she started recording. He nodded. Paul sat on the exam table with Bruno cradled across his lap and chest. Bruno's head rested against Paul's shoulder. His eyes were half-open. His breathing was slow and easy. Paul bowed his head and pressed his face into Bruno's fur. Bruno lay still for a long moment. Then slowly — carefully — he raised both front paws. One at a time. And wrapped them around Paul's shoulders. And held on. Paul made a sound that Dana said she will never forget. Dr. Reese, who was standing nearby preparing, went completely still. Her assistant took a step back. Nobody moved. Dana told us: 'Bruno could barely lift his head that morning. But he lifted his paws and he held Paul. In that moment, with everything he had left, he held him. I think he was saying thank you. I think he was saying goodbye on his own terms.' Paul stayed in that position for a long time. The room stayed quiet. Bruno passed away peacefully a short time later, held in Paul's arms. Paul sent a message to his precinct group chat that evening. It said: 'Bruno is at rest. He was the best partner I ever had. Eight years on the force and two years at home. He worked hard and he loved hard and he went out the same way. Holding on.' The precinct held a small informal memorial the following morning. Bruno's vest and badge number were framed and hung in the K9 unit hallway. Some partners carry you through the hardest years of your life. And in the end, if you're very lucky, they find just enough strength to hold you one last time." #lawenforcement #K9

Sent to us from an officer who told us this was filmed last Wednesday afternoon at Riverside Veterinary Clinic in Indianapolis, Indiana. Made us stop in our tracks and left us in TEARS. Here it is, in it's entirety: "The officer is Sergeant Paul Greer. He's 41 years old. Fourteen-year veteran of the Indianapolis Metropolitan Police Department. The dog is Bruno. A ten-year-old German Shepherd who served eight years as Paul's K9 partner before a joint condition ended his working career two years ago. When Bruno retired from active duty, Paul adopted him immediately. Brought him home. Bruno spent his retirement on Paul's couch, on Paul's bed, in the passenger seat of Paul's personal truck. The transition from working partner to household companion was seamless. Bruno had always been Paul's dog. The badge and the vest were just part of the job. Over the past several months, Bruno's condition had declined steadily. The joint condition spread. He had difficulty getting up. Stopped eating regularly. Paul had been managing Bruno's comfort with guidance from Dr. Angela Reese at Riverside for months. Last Tuesday evening, Bruno stopped getting up entirely. Paul called Dr. Reese that night. Wednesday afternoon, Paul drove Bruno to Riverside. He carried Bruno in from the truck himself. Wouldn't let the techs take him. Paul's partner, Officer Dana Choi, came with him. She filmed quietly on her phone from the corner of the room. She told us afterward that she asked Paul's permission before she started recording. He nodded. Paul sat on the exam table with Bruno cradled across his lap and chest. Bruno's head rested against Paul's shoulder. His eyes were half-open. His breathing was slow and easy. Paul bowed his head and pressed his face into Bruno's fur. Bruno lay still for a long moment. Then slowly — carefully — he raised both front paws. One at a time. And wrapped them around Paul's shoulders. And held on. Paul made a sound that Dana said she will never forget. Dr. Reese, who was standing nearby preparing, went completely still. Her assistant took a step back. Nobody moved. Dana told us: 'Bruno could barely lift his head that morning. But he lifted his paws and he held Paul. In that moment, with everything he had left, he held him. I think he was saying thank you. I think he was saying goodbye on his own terms.' Paul stayed in that position for a long time. The room stayed quiet. Bruno passed away peacefully a short time later, held in Paul's arms. Paul sent a message to his precinct group chat that evening. It said: 'Bruno is at rest. He was the best partner I ever had. Eight years on the force and two years at home. He worked hard and he loved hard and he went out the same way. Holding on.' The precinct held a small informal memorial the following morning. Bruno's vest and badge number were framed and hung in the K9 unit hallway. Some partners carry you through the hardest years of your life. And in the end, if you're very lucky, they find just enough strength to hold you one last time." #lawenforcement #K9

Blue Lives Matter

430,420 次观看 • 2 个月前