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1:20 AM. Final midnight stretch before my biggest presentation yet. PhD defense tomorrow. Five years of research, distilled into 50 minutes. 🎓🤖

Benedict Quartey

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65,775 次观看 • 10 天前 •via X (Twitter)

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The stock market just saw its worst day in five years and here is why I don’t think it’s over yet. 📈📉🤯 Long post but I tried to condense my last 24 hours of research into 10 minutes. #stockmarket #stocks #tarrifs #wealthmindset #education

The stock market just saw its worst day in five years and here is why I don’t think it’s over yet. 📈📉🤯 Long post but I tried to condense my last 24 hours of research into 10 minutes. #stockmarket #stocks #tarrifs #wealthmindset #education

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#WATCH | Chandigarh: On securing All India Rank 1 in UGC-NET, Diksha Makkar, a PhD research scholar in the Department of Public Administration at Panjab University, Chandigarh, says, "I am from Ambala. I am a PhD research scholar in the Department of Public Administration at Panjab University, Chandigarh. I have been preparing for UGC NET for 3 years; this was my 5th attempt... This time I got Rank 1... It was very difficult to achieve... We should always set our goals..." (10.02)

#WATCH | Chandigarh: On securing All India Rank 1 in UGC-NET, Diksha Makkar, a PhD research scholar in the Department of Public Administration at Panjab University, Chandigarh, says, "I am from Ambala. I am a PhD research scholar in the Department of Public Administration at Panjab University, Chandigarh. I have been preparing for UGC NET for 3 years; this was my 5th attempt... This time I got Rank 1... It was very difficult to achieve... We should always set our goals..." (10.02)

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Five years ago today, my world was irrevocably shattered into a billion pieces and I am still picking up the pieces. People tell me that time heals all wounds but I still have not found that to be true. Maybe enough has not yet passed. This video I have shared before, but it has some of my favorite memories of my time with John.

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Excited to share my final PhD project😀 We show how simple, yet elegant changes enable diffusion transformers to learn SOTA robotic policies on real robots. Our method improves performance by 20% across a wide range of highly dexterous tasks - like cutting sushi! 1/n

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Do you recall on January 1, 2024, Abiy Ahmed and "Somaliland" entered into an illegal MOU , which permits Ethiopia to utilize a 20 km stretch of the Red Sea coastline in the "Somaliland" region of Somalia (specifically Berbera) for a naval base for a period of 50 years. In..

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auto-research is starting to gain traction as a very viable paradigm for creating useful research discovery. now, that paradigm is still in its infancy and the infrastructure to hold all that trail of context as the agents blaze through experiments isn't well defined (to say the least). on that topic, I had the chance to chat with my boys francesco and giulio from paradigma about what underlying infra is needed to make this paradigm work. the paradigma's paradigm, which involves copious amount of DAGs, make this auto-research paradigm a paradigmatic case of essential infrastructure. here's the full video in full: - 0:00 - what is missing from auto-research? - 2:02 - giulio and francesco ai journey - 8:10 - research infra is the bottleneck? - 10:18 - paradigma vision of autonomous research - 13:17 - “important discovery per joules” - 17:15 - why is DAG the unit of research for auto-research? - 20:40 - is paradigma trying to replace the research publication? - 24:50 - how does knowledge is shared between experiments in the DAG? - 27:34 - what is even auto-research lol? - 33:53 - the value of the human mind in this auto-research future. - 37:00 - how do you reconcile hallucination in this auto-research paradigm? - 41:33 - the adoption of auto-research across varied fields? - 47:30 - ✨ introduction to the auto-research infrastructure. ✨ - 56:55 - where is the code? - 59:10 - full IDE next? - 1:03:20 - the place of the human in this DAG / code quality? manual node? token spent? - 1:16:02 - who’s the user for auto-research? - 1:18:13 - how to validate bad DAG? - 1:20:18 - ✨ auto-research agent results ✨ - 1:22:53 - ✨ how a big research DAG looks like? ✨ - 1:25:10 - how to get the canonical DAG for the final result? - 1:27:50 - the auto-research DAG being the new pre-print? - 1:30:05 - what’s next for paradigma and the auto-research infra? - 1:35:00 - what are they excited about research wise? enjoyyyyy my guys 🌹

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ON MY MOTHER'S LIFE, I am not touching Pragmatic Play ever again (at least 30 days). For the past 4 years, I kept telling myself it was just variance. This was the final straw. A 50% gamble is supposed to win 1 out of every 2 times on average... right? 109 seconds of me absolutely exposing Pragmatic.

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Long before he became one of the UFC’s top featherweights, Movsar Evloev believed a fighter should invest in more than just training. Eight years ago, after his final M-1 title defense, he spoke about the value of education and learning languages, showing he was thinking beyond the cage even while pursuing his biggest goal. One year later, he signed with the UFC, moved from bantamweight to featherweight, and began the journey that brought him to where he is today. Via Вестник ММА

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I had an awesome time interviewing idan shenfeld and Jonas Hübotter from MIT and ETH Zurich about self-distillation. this very promising post-training paradigm where the model acts as its own teacher by conditioning on environment feedback or demonstrations. we cover the SDPO algo for reinforcement learning with rich feedback and SDFT for continual learning without forgetting along with many applications. we dig into how it works, why it's simpler and faster than GRPO, and where this is already showing up in production systems. table of content: 0:00 - what is self distillation 2:50 - idan (MIT) and jonas (ETH Zurich) introduction and motivation 18:40 - different perspective of on-policy self-distillation (presentation) 36:00 - metacognition and specificity in self-distillation 37:24 - very long hard task and self-distillation 42:00 - continual learning with self-distillation (presentation) 1:16:50 - what is next in this research direction? 1:20:00 - is there any experience with subjective feedbacks? 1:22:50 - quality vs number of feedbacks? 1:26:40 - what setting would self-distillation struggle vs GRPO? the slides were super crisp really cool of them to share! enjoy my guys 🌹

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It's a world record for Gus! The T. Rex just became the most expensive dinosaur ever sold at auction. This morning at #SothebysNewYork, the room erupted into applause as seven online, phone and in-person bidders battled over 10 minutes for a final hammer price of over $50.1 million. Excavated in Harding County, South Dakota, the 67-million-year-old specimen took five years in the making and is officially the largest and most complete T. Rex sold. Gus exceeded the 2024 ‘Apex' Stegosaurus fossil sale, doubling its low estimate of $20-30 million.

It's a world record for Gus! The T. Rex just became the most expensive dinosaur ever sold at auction. This morning at #SothebysNewYork, the room erupted into applause as seven online, phone and in-person bidders battled over 10 minutes for a final hammer price of over $50.1 million. Excavated in Harding County, South Dakota, the 67-million-year-old specimen took five years in the making and is officially the largest and most complete T. Rex sold. Gus exceeded the 2024 ‘Apex' Stegosaurus fossil sale, doubling its low estimate of $20-30 million.

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On March 1, 2026, as I stepped away from my role as the United Nations 🇺🇳 Resident Coordinator to China 🇨🇳 , I did more than conclude a five-year term; I closed the book on a career spanning nearly three decades of public service. To look back across thirty years is to see a tapestry woven with the threads of many nations, many crises, and many triumphs. Yet, as I stand at this final horizon, I can say with absolute clarity: my time in China 🇨🇳 has been the jewel in the crown of my professional life.

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ten years ago, i was twenty, naive, starry eyed, and absolutely relentless on putting my music out into the world. i’m proud to say, nothing has changed…except a DECADE of this wildly beautiful journey we’ve gotten to share full of tours and sing alongs, wins and losses, and growing up together. soooo, before we move into new music (yes, it’s coming i swear) i wanted to celebrate the beginning with you. the song that started it all, love me like you mean it (reimagined and ten years later) comes out tomorrow night at midnight. oh, and i’ll be performing it on the CMT awards sunday. see you there. love you, mean it. ❤️

Kelsea Ballerini

189,031 次观看 • 2 年前

This Crypto Bull Market Could Last Years (Not Months) What if it's 1996 right now? Retail is exhausted. The chop has worn people down. Crypto sentiment is terrible. The S&P looks toppy. And most assume the cycle is over. However, underneath all of it, the same structural signals that defined the mid-90s setup are quietly showing up again: → Early productivity boom forming (AI now, internet then) → Liquidity regime turning post-QT → Capex flooding into AI infrastructure → Earnings re-accelerating before retail notices → Retail gone, institutions positioning → PMI expanding above 50 If this is 1996, what followed was five years of higher highs and higher lows in traditional markets. Crypto wasn't here for the Roaring 90s, but it's here now, in 2026. Intro 00:00 Roaring 90’s 1:30 This happened before 3:50 Productivity 4:45 Tech crypto adoption 5:50 Liquidity 7:40 Earning growth before retail notices 10:10 Nobody cares about crypto 11:10 Market analysis 11:50

This Crypto Bull Market Could Last Years (Not Months) What if it's 1996 right now? Retail is exhausted. The chop has worn people down. Crypto sentiment is terrible. The S&P looks toppy. And most assume the cycle is over. However, underneath all of it, the same structural signals that defined the mid-90s setup are quietly showing up again: → Early productivity boom forming (AI now, internet then) → Liquidity regime turning post-QT → Capex flooding into AI infrastructure → Earnings re-accelerating before retail notices → Retail gone, institutions positioning → PMI expanding above 50 If this is 1996, what followed was five years of higher highs and higher lows in traditional markets. Crypto wasn't here for the Roaring 90s, but it's here now, in 2026. Intro 00:00 Roaring 90’s 1:30 This happened before 3:50 Productivity 4:45 Tech crypto adoption 5:50 Liquidity 7:40 Earning growth before retail notices 10:10 Nobody cares about crypto 11:10 Market analysis 11:50

Dan Gambardello

30,782 次观看 • 3 个月前

Stretching unlocks flexibility which unlocks everything else. I change the flow constantly, but here is an example of my daily stretching/warmup routine before I run & lift. This can all be done in a small space, so consistency is in your control. Revving the Engine: 16 real minutes (6-7X speed video) -Sky circles -Stretch right / left -Touch toes -Opposite hand to foot (& switch) -Yoga balance sequence -Wide touch toes -Groin stretches -Downward facing dog into upward -10 knee to elbow -Lunge twist stretch -Downward facing dog into upward -10 knee to elbow -Lunge twist stretch --Downward facing dog into upward -Side planks 5 knee to elbow / 5 starfish leg lifts (left & right) -Plank into back bridges / arches -20 donkey kicks each leg -Butterfly / touch toes / grab each foot -Pretzel stretches -100 cruches -50 leg lifts (aim to lift entire lower body) -Plank, downward dog, upward dog -Walk hands to feet -100 air squats -10 calf raise from tippy toes -Squatting twists -7 slow pull-ups Working on music #BarstoolFitness

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Matthew Piper Jenks 🧲

230,915 次观看 • 1 年前