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OpenAI’s Tibo explains how dots work and how OpenAI has been deploying specialist dots internally: “The agent never stops. Occasionally it sleeps. But it’s always online, always doing proactive research, thinking about your goals, thinking about your preferences.” “You just give your dot a little bit of feedback. It... learns.” “A couple days in, you’re like, ‘Wow, I can’t really quite imagine doing work without this thing.’” “You don’t have to be super technical but just kind of still feel the power of it.” Inside OpenAI, specialist dots are already being provisioned with their own identities, permissions, machines, and roles: “We have them running on Mac minis.” “We provision them exactly like employees. We mint a new little identity, and then it’s got this IAM and the roles.” “We give them a very premium machine as well because the model is incredibly capable under the hood.” “So your dot can just use a computer just like you would.” “We have these set up inside of OpenAI. They do all sorts of things, including procurement, for example.”show more

TBPN

1,619,596 subscribers

41,491 views • 9 days ago •via X (Twitter)

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4 Comments

ElectronArtist_329 days ago

@thsottiaux toujours en ligne, jamais en réunion, jamais en grève. le rêve.

orange9 days ago

@thsottiaux given the recent agent failures and leaks... does this feel like the smartest thing to do?

Tommy Courtney 👨‍💻9 days ago

With Muse, Instinct and now Dots all catching fire at the same time, it throws up so many product strategy questions for me. Did OpenAI see Instinct and Muse taking off and hustle to build their own version? Or was this already on the roadmap and the timing is just coincidence? If it was reactive, the speed of execution is incredible. But it also makes me wonder how much of the roadmap is now reactive to what’s gaining traction elsewhere. The other thing I keep thinking about is product coherence. When you’re shipping this quickly across so many different product areas, how do you stop new releases cannibalising existing features or product lines? Or maybe that’s partly the point. Let teams compete internally, ship quickly, and see what wins. Either way, what a fricking unreal time to be building.

Kenneth Lau9 days ago

@thsottiaux occasionally sleeps is doing a lot of work in that sentence

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apnewsentertainment tiktok update w #JAKE 🦮: all the fans, a lot of people are worried about how we’re doing, but i just wanna say we’re better than ever. you know, and it’s like this mutual kind of thing, because we’re worried about the fans and how they are. cause they might be going through their own thing, or like they might be stressed about us. you know, it’s just like this mutual kind of… almost this i’d say love. because you need to love someone to worry about them, and we just kind of worry… we’re worried about the fans, and the fans are worried about us. but i just wanna put this out there that we are doing very well. we are the most confident about this next album

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JAKE TALKED BEAUTIFULLY😭 I LOVE YOU 🦮i feel like a lot of people are worried about us. a lot of the fans are worried about how we are doing. but i just want to say WE ARE BETTER THAN EVER its like this mutual kind of thing because we’re worried about the fans and how they are bcs they might be going through their own thing or they might be stressed about us. It’s just this mutual kind of love. Because you need to love someone to worry about them we are worried about the fans, the fans are worried about us. but I just want to put this out there that we are doing very well. We are the most confident about this next album

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Andrew Garfield says a woman at Glastonbury asked him to take a photo of her instead of with him “I remember being at Glastonbury one year. You don’t quite realize how it’s affecting how you see the world until you get the opposite experience or you remember what it’s like to not be recognizable in some way” “And there were these two lovely girls who - it was their first Glastonbury, and I was there with my group of friends, and we just kind of sat, you know, you plop down wherever you plop down” “And then these two girls, you can feel it. You’re like, ‘Oh, I think I’m getting a little protective.’ But then we were just chatting and chatting and chatting” “And then at the end of the conversation, one of them was like, ‘Can I-’ And I thought, ‘Oh, here it comes.’ But she was like, ‘Can I ask you to take a photo of us?’” “And I was like, ‘Yeah, I would love to do that.’ It made me so happy. I was like, ‘Yeah! Now I feel like I’m just a part of your experience, and you’re a part of mine, and it’s not anything else’” “They were so cool. We had such a nice chat and they just kind of were treating me like anyone else. It was just the best. It’s the best”

Casper

415,562 views • 1 month ago

🦮: I feel like a lot of people are worried about us. A lot of the fans are worried about how we’re doing. But I just want to say we’re better than ever, you know. It’s like this mutual kind of thing because we’re worried about the fans and how they are, because they might be going through their own thing, or they might be stressed about us. It’s just this mutual kind of… almost, I’ll say, love. Because you need to love someone to worry about them. We’re worried about the fans, the fans are worried about us. But I just want to put this out there that we are doing very well. We are the most confident about this next album. #JAKE #제이크

🦮: I feel like a lot of people are worried about us. A lot of the fans are worried about how we’re doing. But I just want to say we’re better than ever, you know. It’s like this mutual kind of thing because we’re worried about the fans and how they are, because they might be going through their own thing, or they might be stressed about us. It’s just this mutual kind of… almost, I’ll say, love. Because you need to love someone to worry about them. We’re worried about the fans, the fans are worried about us. But I just want to put this out there that we are doing very well. We are the most confident about this next album. #JAKE #제이크

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Rohan Paul

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Trump: "'Sir, could I have a little breakfast so we could discuss this bill?' You know, like a perfect bill, like voter ID or something. But Bill didn't have to be too great to do it. He said, 'Can we maybe have a little breakfast at the White House, sir? 'Cause I can get there, but I'm just not there.' 'Come on over for breakfast, Bill.' You know? I got a lot of them too. I have about nine of them. But these are the people we love. These are the people we love."

Aaron Rupar

118,607 views • 6 months ago

OpenAI researcher David Holtz reveals workers who don't adapt their prompting to newer models leave 50% of the alpha on the table because half of AI's value comes from how you interact with it: "We ran a lab experiment. We give people the same task to do, but we give them models of different capabilities. How much of the improvement when we give people more capable models comes from the fact that we gave them a better model vs the fact that they actually update and adapt the way they prompt and interact with these models?" "For tasks where precision matters, where you have some output you're trying to get and you're trying to steer the model, which is different from a creative task like brainstorming." "For these steering-based tasks, when you give people a better model, about 50% of the improvement we see in how well they're able to complete the task comes from changes in how they interact with the model." "If you just kept the way you interact with the model static and just made the capabilities better and better, you'd leave 50% of the alpha basically on the table." OpenAI

OpenAI researcher David Holtz reveals workers who don't adapt their prompting to newer models leave 50% of the alpha on the table because half of AI's value comes from how you interact with it: "We ran a lab experiment. We give people the same task to do, but we give them models of different capabilities. How much of the improvement when we give people more capable models comes from the fact that we gave them a better model vs the fact that they actually update and adapt the way they prompt and interact with these models?" "For tasks where precision matters, where you have some output you're trying to get and you're trying to steer the model, which is different from a creative task like brainstorming." "For these steering-based tasks, when you give people a better model, about 50% of the improvement we see in how well they're able to complete the task comes from changes in how they interact with the model." "If you just kept the way you interact with the model static and just made the capabilities better and better, you'd leave 50% of the alpha basically on the table." OpenAI

MTS

15,590 views • 1 month ago

Kyle Shanahan explains why some of the 49ers’ most innovative offensive ideas had nothing to do with coaches being geniuses, and says great leaders have to be willing to change their system when they discover what their great players can uniquely do “One thing I’ve learned over the years, anytime I’ve changed the offense up, it’s never just been a dream that you have where you come up with some random idea.” “Scheme changes are usually because of a player. You get a unique player and you’re like, ‘Man, I haven’t done this, but I think this guy might be able to do this. Let me try it.’ Then he does it, and it’s something you haven’t done before. Someone sees something new, and then you can put 10 things off of that. It just kind of evolves.” “Other things that will have you change offensively are based off of what defenses are doing. There are plays I would have never run seven years ago because I thought defenses were good at stopping them.” “Then they start paying attention to other things, and now it’s like, ‘Wait a second. I used to hate this stuff, but defenses don’t pay attention to it anymore.’ Now all of a sudden I like it, and it becomes part of your offense.” “When you get different players, they change things. George Kittle, when he got here, could do some things different than I’d done with tight ends in the past. So you start asking tight ends to do different stuff, which evolves your offense.” “Deebo was a unique receiver. Some of the things we could do with him in the run game, we evolved our offense with that. It wasn’t that we were just geniuses coming up with all these receiver runs. It was because we had a different receiver who could do those runs.” “When Christian got here, we started doing things with the running back that other people hadn’t done. It wasn’t because we’re geniuses or anything. It’s because we had a running back who was capable of doing it. When those things happen, that’s when you really can evolve your offense and be different.”

Kyle Shanahan explains why some of the 49ers’ most innovative offensive ideas had nothing to do with coaches being geniuses, and says great leaders have to be willing to change their system when they discover what their great players can uniquely do “One thing I’ve learned over the years, anytime I’ve changed the offense up, it’s never just been a dream that you have where you come up with some random idea.” “Scheme changes are usually because of a player. You get a unique player and you’re like, ‘Man, I haven’t done this, but I think this guy might be able to do this. Let me try it.’ Then he does it, and it’s something you haven’t done before. Someone sees something new, and then you can put 10 things off of that. It just kind of evolves.” “Other things that will have you change offensively are based off of what defenses are doing. There are plays I would have never run seven years ago because I thought defenses were good at stopping them.” “Then they start paying attention to other things, and now it’s like, ‘Wait a second. I used to hate this stuff, but defenses don’t pay attention to it anymore.’ Now all of a sudden I like it, and it becomes part of your offense.” “When you get different players, they change things. George Kittle, when he got here, could do some things different than I’d done with tight ends in the past. So you start asking tight ends to do different stuff, which evolves your offense.” “Deebo was a unique receiver. Some of the things we could do with him in the run game, we evolved our offense with that. It wasn’t that we were just geniuses coming up with all these receiver runs. It was because we had a different receiver who could do those runs.” “When Christian got here, we started doing things with the running back that other people hadn’t done. It wasn’t because we’re geniuses or anything. It’s because we had a running back who was capable of doing it. When those things happen, that’s when you really can evolve your offense and be different.”

Josh Chambers

213,043 views • 11 days ago

I can’t believe a person you would put your trust into, marry them, have kids with them and they can do this to you! And then have the nerve to get mad when we choose the bear. It’s really sicko and weird. Would you want this to happen to your daughter or sister or mother? I’m at a lost for words. For the men who say they are our allies, you have a lot of work to do. Men who get offended by this it’s because you know what men are actually capable of. Either you are them or so ashamed you don’t want to admit it. But it doesn’t stop it from happening. Damn damn damn. 🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️ I just wish we had the same strength as men cause this would be a different story. And for the ones who think “not all men” you are a very big part of the problem. You definitely know a man who is. Talk to the women in your life they will tell you or like he said they may not cause they just don’t trust you enough to do so. 🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️

I can’t believe a person you would put your trust into, marry them, have kids with them and they can do this to you! And then have the nerve to get mad when we choose the bear. It’s really sicko and weird. Would you want this to happen to your daughter or sister or mother? I’m at a lost for words. For the men who say they are our allies, you have a lot of work to do. Men who get offended by this it’s because you know what men are actually capable of. Either you are them or so ashamed you don’t want to admit it. But it doesn’t stop it from happening. Damn damn damn. 🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️ I just wish we had the same strength as men cause this would be a different story. And for the ones who think “not all men” you are a very big part of the problem. You definitely know a man who is. Talk to the women in your life they will tell you or like he said they may not cause they just don’t trust you enough to do so. 🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️🤦🏾‍♀️

Leslie Jones 🦋

262,115 views • 1 year ago

🎥 || Lewis Hamilton after first runs in the SF-26. “Immediately you’re trying to get a feel for anything, feeling through your body, through the G-long, through the vibrations of the seat and the suspension. You’re trying to pick up all these little bits of information in the little time that you have and then just to be in Fiorano, you know, to be at Ferrari, to be here, to know that this is a start of a long journey.” “But one that I know that it just feels right, I think the team is in the best place, it’s been, I think for the time I’ve been here. And seeing everyone so motivated and driven, I think we’re really on it.” “We’ve got a lot of work to do to really make sure we do all the diligence and we really understand this car and we really have to be quick to react, be very dynamic but I feel like all hands are on deck so I’m sure we can do that.”

🎥 || Lewis Hamilton after first runs in the SF-26. “Immediately you’re trying to get a feel for anything, feeling through your body, through the G-long, through the vibrations of the seat and the suspension. You’re trying to pick up all these little bits of information in the little time that you have and then just to be in Fiorano, you know, to be at Ferrari, to be here, to know that this is a start of a long journey.” “But one that I know that it just feels right, I think the team is in the best place, it’s been, I think for the time I’ve been here. And seeing everyone so motivated and driven, I think we’re really on it.” “We’ve got a lot of work to do to really make sure we do all the diligence and we really understand this car and we really have to be quick to react, be very dynamic but I feel like all hands are on deck so I’m sure we can do that.”

sin ⁴⁴

106,625 views • 8 months ago

This is an iPhone moment for AI OpenAI just announced "Dots" and it totally changes the way we use AI forever the wildest part of the keynote wasn't a feature OpenAI engineers showed how they're running swarms of Dots internally for bug fixing, code & product updates. Dots are shipped by Dots. now Higgsfield plugged the same thing into creative work a crew that works while you're away and checks in by text, call or email this is what "AI employee" was supposed to mean

This is an iPhone moment for AI OpenAI just announced "Dots" and it totally changes the way we use AI forever the wildest part of the keynote wasn't a feature OpenAI engineers showed how they're running swarms of Dots internally for bug fixing, code & product updates. Dots are shipped by Dots. now Higgsfield plugged the same thing into creative work a crew that works while you're away and checks in by text, call or email this is what "AI employee" was supposed to mean

Movez

183,221 views • 9 days ago

⭐️: What am I into these days? These days? These days, I kind of just… I think I’m living in a sort of "no‑thoughts" state. I don’t really have emotional ups and downs, just… I'm calm. I kind of, I don’t really know my feelings these days. It’s not like my emotions are going up and down a lot or anything, but then, when I met a friend of mine and we talked I realized I actually have more worries than I thought. But I also wonder if I just didn’t have the space to talk about them. So, on one hand... I don’t know if I have a lot of worries or if I just don’t have thoughts. With work, work is busy too but sometimes I even wonder if I’m actually busy. Because when you do so many schedules… you don’t really feel it. Like, maybe I am really busy but I just can’t feel it. No, It’s not a slump. It’s pretty far from a slump. A slump is when work doesn’t go well and doing things feels hard, but I’m not like that. When I work, it’s fun and exciting, I just don’t really have emotional highs and lows. So I wonder if maybe this is actually a good thing?That’s how it is. I don’t think you need to worry about this, but actually, I did have a lot of worries and concerns… I just didn’t realize I was worrying about them? Yeah. "Maybe it’s because you haven’t had much time to take care of yourself?" No, but I think I’m actually the type who takes care of myself pretty well. Ah, recently I’ve been going to the sauna alone pretty often and I’ve had some time to think while doing that. No, wait thinking about it, even when I go to the sauna I just sit there without thinking. I think I just space out. I wonder if it’s because I’ve gotten used to this work now. "Maybe your brain just wants to rest." That also feels right. No but, compared to before being thoughtless/empty-minded actually seems better, compared to when I had so many thoughts I couldn’t sleep. Now I sleep with my legs stretched out (idiom, it means to sleep comfortably), yes. Maybe it’s because things feel stable, yes. My relationship with the members is really good and I feel a lot of satisfaction with the work I do, and since ATINY always show me support so strongly by my side, somehow I wonder if that’s why I don’t have emotional highs and lows. #SEONGHWA #성화

⭐️: What am I into these days? These days? These days, I kind of just… I think I’m living in a sort of "no‑thoughts" state. I don’t really have emotional ups and downs, just… I'm calm. I kind of, I don’t really know my feelings these days. It’s not like my emotions are going up and down a lot or anything, but then, when I met a friend of mine and we talked I realized I actually have more worries than I thought. But I also wonder if I just didn’t have the space to talk about them. So, on one hand... I don’t know if I have a lot of worries or if I just don’t have thoughts. With work, work is busy too but sometimes I even wonder if I’m actually busy. Because when you do so many schedules… you don’t really feel it. Like, maybe I am really busy but I just can’t feel it. No, It’s not a slump. It’s pretty far from a slump. A slump is when work doesn’t go well and doing things feels hard, but I’m not like that. When I work, it’s fun and exciting, I just don’t really have emotional highs and lows. So I wonder if maybe this is actually a good thing?That’s how it is. I don’t think you need to worry about this, but actually, I did have a lot of worries and concerns… I just didn’t realize I was worrying about them? Yeah. "Maybe it’s because you haven’t had much time to take care of yourself?" No, but I think I’m actually the type who takes care of myself pretty well. Ah, recently I’ve been going to the sauna alone pretty often and I’ve had some time to think while doing that. No, wait thinking about it, even when I go to the sauna I just sit there without thinking. I think I just space out. I wonder if it’s because I’ve gotten used to this work now. "Maybe your brain just wants to rest." That also feels right. No but, compared to before being thoughtless/empty-minded actually seems better, compared to when I had so many thoughts I couldn’t sleep. Now I sleep with my legs stretched out (idiom, it means to sleep comfortably), yes. Maybe it’s because things feel stable, yes. My relationship with the members is really good and I feel a lot of satisfaction with the work I do, and since ATINY always show me support so strongly by my side, somehow I wonder if that’s why I don’t have emotional highs and lows. #SEONGHWA #성화

Everything Seonghwa

91,617 views • 6 months ago

my new song “BREAKDOWN.” is out on the 21st of June!!! 🖤🖤🖤 I wrote this poem because it’s been the hardest year for my mental health. In my life I’ve always never felt good enough, it’s just the thing that’s eaten me up. For as long as I can remember i have felt constantly afraid of how quickly my head can turn dark. It’s always been so hard to fight the darkness that i inevitably have. A lot of people will say it’s a phase and it will go away. But it doesn’t and the reality of the situation is I have to find strategies to deal with it. To put it plainly the things I don’t like about myself will probably never change, people tell me one day I’ll come-to terms with them one day but I want that day to be FUCKING NOW. This song is a message to myself to try and exist alongside my insecurities and my darkness by grounding myself and remembering what is real in life and the world is so much bigger than me. Try and get out of your head and notice the world around you, notice the things and people around you. Connect with them, the chances are they probably feel the same. Don’t let the bullshit inside your head consume you. It just wastes precious time. Remember what is real. Help people, be kind, help the world, help yourself. If you think you can’t do it, you can. You can get through this, trust me. Use this poem in a mornin to get u out of bed, use it when youre about to back out of something last minute, use it when you’re at your darkest. It’s got a little bit of light in it. Don’t forget to put your feet in the grass … Mind

my new song “BREAKDOWN.” is out on the 21st of June!!! 🖤🖤🖤 I wrote this poem because it’s been the hardest year for my mental health. In my life I’ve always never felt good enough, it’s just the thing that’s eaten me up. For as long as I can remember i have felt constantly afraid of how quickly my head can turn dark. It’s always been so hard to fight the darkness that i inevitably have. A lot of people will say it’s a phase and it will go away. But it doesn’t and the reality of the situation is I have to find strategies to deal with it. To put it plainly the things I don’t like about myself will probably never change, people tell me one day I’ll come-to terms with them one day but I want that day to be FUCKING NOW. This song is a message to myself to try and exist alongside my insecurities and my darkness by grounding myself and remembering what is real in life and the world is so much bigger than me. Try and get out of your head and notice the world around you, notice the things and people around you. Connect with them, the chances are they probably feel the same. Don’t let the bullshit inside your head consume you. It just wastes precious time. Remember what is real. Help people, be kind, help the world, help yourself. If you think you can’t do it, you can. You can get through this, trust me. Use this poem in a mornin to get u out of bed, use it when youre about to back out of something last minute, use it when you’re at your darkest. It’s got a little bit of light in it. Don’t forget to put your feet in the grass … Mind

YUNGBLUD

66,786 views • 2 years ago