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Warm cuddling that got us both throbbing, overstimulated and turned into a proper sex focused on pleasing each other well🖤 #nsfwtwt #daddydaughter #daddyisuess #daddy #oldermen #ddlg #agegap #ageplay #breedingkink #cnc #sizekink #goon #gooning #chudai

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EMIBONNIE MOONSHADOW PRESS TOUR #MoonshadowSeries #EmiBonnie 🎤: How has it been working together as partners nowadays? 🧡: Nowadays...? Well, this series is the second project we’re playing with each other. In our first one, I was still kind of... struggling a bit with acting with her, a little stiff, and didn't really dare to do things. But for this series, I feel like I don't overthink at all. I just act, like diving right into it! I feel so comfortable playing with her. Both of us give it our all anyway, so we just jump right in knowing we'll give 100%. 💜: Same here. I feel like... working as a pair is pretty easy for us. When we work together, it's like both of us are ready to give 100% to the project, so there’s really nothing to worry about. 🎤: You guys are in sync now. 💜: That's definitely part of it, yeah. 🎤: Is there anything nowadays where you feel like, "If it's about this, we can just talk directly and be completely honest with each other"? 💜: Honestly, I feel like it comes down to accepting each other's flaws. We can't nitpick every single little thing about each other, right? It's more about adapting, accepting the way she is, and... we both already know we genuinely mean well for each other. There's no bad intentions, we're close. So nowadays, it's just this total sense of comfort. If it's a minor thing, we can just let it slide. But if something bigger comes up, we talk it out. We can always talk to each other. 🧡: Same here. When it comes to work, knowing that she gives her all and I give my all makes sharing ideas so easy. I feel like I can tell her anything about what I want, like, "Should we try it this way?" When it's about work, we share fully. And I really feel like we always meet halfway. We'll be like, "How about this? Or that?" Neither of us is selfish or pushy about getting our own way. 💜: It's more that we don't cross each other's boundaries. We meet halfway, share our thoughts, and then decide on the best path together. 🧡: Yeah! I feel like we share well and give each other space. 💜: Mm, give each other space. 🧡: Space for each person's opinions and ideas. 💜: Yes.

Lovely

24,499 просмотров • 2 месяцев назад

Take 3 minutes and watch this! RFK Jr. responds to the Trump assassination attempt with a call for national unity: “I think we all need to take a breath now and step back and see that this is the product of so much vigil and so much anger and that when we release that kind of anger into the universe, it inevitably comes back and reverberates with these kind of consequences. All all of us now have to start looking at each other and saying, ‘we're all Americans and we're better than this. This isn't the way that we want our country to look to our children and look to people around the world.’ We need to stop hating on each other. We need to stop telling other people in the world that the other guy is going to destroy the republic. We need to recognize we're all Americans. We all love our country. It's time now to pray for the president, pray for his family, for President Trump, and to start being kind to each other and to start being generous to each other and to resist all of the implications that we continue in this kind of vitriolic way. Let's have an election. Let's go forward as Americans. Let's love each other. Let's trust each other, and let's rebuild this country as a community.” “Somebody in my group showed me a text message, and then we turned on the television and we watched it as the story was evolving. I've been through this before with my own family. I was with my dad. He died in Los Angeles. I understand the implications that this has for our country, and probably as well as anybody does. I think my message to people is we need to all renounce violence. We need to renounce not just violence, but the hatred and vitriol, and we need to stop marginalizing each other. Let’s have a dialogue with each other about doing that and a conversation and a debate. When my uncle was ill in 1963, there was this kind of division again. There was this kind of hatred when my father was ill. It was in the midst of a time that was probably the most divisive in American history at that time since the American Civil War, and we're back into that kind of milieu today. We all need to take responsibility for it. When we pose something that is mean-spirited, that is condemnatory, that is poisonous towards somebody else, we're contributing to this atmosphere of violence.”

End Tribalism in Politics

123,875 просмотров • 2 лет назад

Translation (AI) #PraewTalkTVxBecky #beckysangels 🗣️: Freen has grown in her own way, opening companies and doing various things. In terms of your relationship, are you both still looking after each other as well as before? 🌹: Yes, we still work together and still talk. We have Our Element that we filmed together. It's still a good relationship. We've been together for about five to six years now. Each of us is growing on our own path. She has always been a lovely Phi Sao to Becky. 🗣️: You’ve been together for a long time since you were kids. It’s like being attached to someone. Now that you’ve both gone out to meet other people, do you ever miss her? Do you feel like you really miss her and want to see her again? 🌹: There are moments like that, but we haven't really been apart. We haven't had a period where we didn't see each other. 🗣️: Oh, so you still see each other occasionally? 🌹: Yes. But if I see something cute or something that reminds me of her, I’ll send it to her. She does the same. We might not talk all the time, but it’s still like, "Nong, did you see this?" or "Phi, I saw this." 🗣️: As you both grow, is there anything that you’ve had to readjust or tune into? 🌹: Not really. 🗣️: So everything is the same? 🌹: Yes, everything is very smooth. We are both quite easygoing. If there’s a problem, we just talk and adjust. 🗣️: On the other hand, growing up might actually make working together easier, right? 🌹: It might. Actually, Phi is quite a bit older than Becky, but we’re gradually growing together.

BumbleBee ◡̈🌷

38,813 просмотров • 7 месяцев назад

2001. Two boys. One Syrian Alawite, one Lebanese Sunni. Best friends before they even understood why those labels were supposed to divide them. They taught each other how to fight, defended each other through racism and through the billion dollar Islamophobia industry that followed after the Twin Towers fell, ate at each other’s homes and prayed side by side. They would die for each other. They shared one dream: to free Palestine one day. They’d sit together watching the resistance in South Lebanon on YouTube, dreaming of one day standing for the same cause. Then came 2011, and Syria began to burn. The Lebanese boy started attending a particular mosque. Slowly, new voices convinced him that going to Syria to fight was jihad.. that paradise waited at the end of that road. Sadly he eventually went. He called his Alawite friend from Syria, speaking about Jannah. His friend begged him: You’ve got this wrong. Leave them. Drop everything and come home. Days later, he was dead. Not freeing Palestine. Not fighting the occupation they once dreamed of confronting together. He was killed when ISIS and al-Nusra turned their guns against each other instead.. Both sides were controlled by the same satanic entity.. That is the cruelty of Zionist infiltration into mosques and extremism: sometimes they takes your friend long before they take his life. More than twenty years later, I still remember him. He was my best friend 💔🤲🏼..

Amjad M

38,642 просмотров • 21 дней назад

"When we decline conversation with those we might currently disagree with, we condemn ourselves to forever disagree." Leading into tomorrow's protests, some have instructed protesters not to engage in conversation with those on the 'other side'. If anyone believes that these identity politic divides somehow resolve themselves by forcing the 'other side' to accept your position... well... world history has already shown us how well that works out. We gain traction in this division only by first humanizing those we disagree with. By truly engaging with and understanding both their needs and their fears. Once we've got that down, we can address both our own concerns AND theirs more easily than we may have thought. If you're trans and you don't think anything gender critical people say has merit, then I have a question for you: Have you ever really talked to a gender critical individual? Not yelled at them, but sat down over a cup coffee to understand their fears? If you've done that... great! Keep going... and 6 or 12 months later you'll have talked to enough people to REALLY understand the root of where they are coming from. And on the other side... if you have concerns about schools, curriculum, childhood transition, pronounce, prisons, sports, washrooms... If you have these concerns, have you taken the time to really get into both the headspace and heart-space of a transgender person? Not to mock them on Twitter, but to engage in good old-fashion community? I've spent the last two years having thousands of conversations with the individuals on both ends of this identity politic divide. And I've never been more confident that a workable solution exists. But to get there.... we need to talk. All of us. Tomorrow, I hope you consider extending goodwill to those on the other side of the protest. That will make a much bigger difference than yelling into the abyss about how wrong they are. Maybe they are wrong... but by showing the worst of ourselves to others we only strengthen their resolve that our position is inimical.

Julia Malott

129,546 просмотров • 3 лет назад

LenaMiu each other’s strengths #ลีน่าหมิว #LenaMiu 🦋: in truth, we haven’t started doing the workshop yet (for the second series), but we’ve already started reading the script and looked at each other and said this series truly seems like another step for us – where we’ve got to really do proper homework on it and do the workshop well, and for it to follow in the same direction. And to make sure to portray the character as powerfully/to the fullest as possible, for the fans to be like ‘ughhh’ and be like throwing the remote at the tele vibes. 🎤: before we saw you working without a partner (in acting like a ‘fixed’ cp), and now you have a partner, how is it? 🦋: in truth, deep down I feel that my spirit is still an actress, still the same – it’s about taking on new roles. But with taking on a role like this, I might need to gain a better understanding of my partner better than before, because we’ve got to be with each other all the time. We’ve got to do fanmeets together, work together, we’ve got to talk to one another a lot, like me and miu are in each other’s favourites now (in the contacts) – we talk with each other a lot. Also, with both of us already being close before, and once we’re close like that and having to come and work together, we’ve got to be even closer, in the working part. So, it’s like we’ve got to talk to truly understand each other’s personalities/character – my working method is like this and nong method of working is like that. Also, as I’m like the senior in the industry, I’ve also got to understand her and must take care of her/guide her carefully (be attentive). 🎤: but it seems like she can handle things well/easily 🦋: yes! Even though she looks like… She’s actually very strong inside. It turns out that I’m the one who’s emotionally fragile/sensitive. I’m a very sensitive human. In my sensitivity, she’ll be the strong one, so when I’m with her, I feel she’s strong and able to take care of/handle my sensitivity in various situations. 🎤: (can’t hear the question properly) 🦋: yes, there are quite a few things that I’ve suggested to her, like ‘with this, you want to give this a try?’ ‘Do you want to try adjusting it like this?’ She’d listen and really seems to hear me out. 🎤: how does she completes/enhances in the part of your acting, how do you feel? 🦋: I feel that as she’s an actress who has less experience in acting than me, there’s a certain freshness to it (like something new). There’s a freshness that someone like me who’s acted a lot, things can become repetitive and it’s hard for me to find a new way. But getting to act with nong, where everything feels fresh and is new, I’m able to find/explore a new way along with her. I feel like I really enjoy that, it’s like discovering something new together with nong. It’s really fun.

Shez.

73,133 просмотров • 5 месяцев назад

CLIP by hand ✍️ ~ 13 steps walkthrough below CLIP, Contrastive Language-Image Pre-training, is OpenAI's answer to a question that sounds impossible: how do you put a sentence and a picture in the same space? CLIP shipped when OpenAI was still open, and those embeddings were shared far and wide. Almost every multimodal model you use today descends from them. How does it work? Goal: learn one shared embedding space for text and images. = 1. Given = A mini batch of three text-image pairs. OpenAI trained the original on 400 million. = 2. Text to vectors = Let us look up each word with word2vec. = 3. Image to vectors = We cut each image into two patches and flatten them. Now text and pixels are both just numbers. = 4. The other pairs = Repeat steps 2 and 3 for the rest of the batch. = 5. Encode = Let us push both sides through their encoders, a linear layer and a ReLU. In practice these are transformers, but the shape of the operation is the same. = 6. Mean pooling = We average across the columns, so each image and each sentence collapses to a single vector. = 7. Projection = The text vectors are 3D and the image vectors are 4D, so they cannot be compared at all. A linear layer projects both to 2D. That 2D space is the shared embedding space, and getting here is the whole point of the model. = 8. Prepare for matmul = Let us copy the text vectors down and the transposed image vectors across. = 9. MatMul = We multiply, which takes the dot product of every text vector with every image vector. Each cell is one estimate of how well a sentence matches a picture. = 10. Softmax, e to the power = Raise e to each cell. To keep it hand sized we approximate e with 3. = 11. Softmax, sum = Sum each row for image to text, each column for text to image. = 12. Softmax, normalize = Divide, and out come two similarity matrices, one per direction. = 13. Loss gradients = The targets are identity matrices: a pair that belongs together should score 1, every other cell 0. Subtract the target from the similarity and you have the gradients, in both directions. The takeaway: pairing a picture with a sentence comes down to a single dot product. Everything before step 9 is the work of getting them into one shared space, so that the dot product finally means something. 💾 Save this post!

Tom Yeh

20,929 просмотров • 2 месяцев назад

JANHAE SOTUS 10 YEARS D2 #SOTUS10thYearConcertD2 #JANHAE #JANIVERSE jan’s ending comment for D2 💜 🦊: well… i can do it! since the day we started rehearsing, i’ve been very happy. i felt like i came with fun energy and was very ready to see my friends. like everyone said, it was like coming back to have a family reunion, or getting to be kids once again just like 10 years ago. rehearsals were so fun and not stressful at all, right? when we’re together, we showered each other with good energy. on the day when we had our first group rehearsal with everyone, seeing each other, i asked each other, “wow, how have you been?” 🦊: in my head, i thought of older relatives. i mean there would be questions like, “hey, what have you been up to these days? how have you been?” it felt warm, like i can’t really put it into words. it didn’t feel like we were distant from each other. even though some of us haven’t seen each other for 10, 8, or 5 years. i am very happy that we have today, that we have this SOTUS 10th-anniversary concert today 🦊: i have to think GMMTV, p’tha, all the seniors and staff for making today possible, for putting effort into making the event turn out like this, for giving all of us the chance to come back and gather together. i want to have SOTUS 11th anniversary, can we? honestly, i missed everyone, you know? i mean we hadn’t seen each other for such a long time! for some people… once today is over, i’m already thinking that when we will get to see each other again 💬: (mentioned their choreographer’s wedding) 🦊: i said i won’t be around!! see?!! anyway, i am grateful for everything today, for making today possible. thank you everyone who’s here too, for making me realize what enormous love looks like. thank you!

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Full speech, not 100% accurate PERTHSANTA CHEQUERED FLAG 🖤🤍: “1, 2, 3— hello everyone!” 🖤: “Since we’re rapping this hard, should we introduce ourselves like rappers too? If we’re gonna rap this intensely, then.” 🤍: “Yes” 🖤: “Yo! I’m PerthSanta baby 🤍: “Yeahhhh!” 🤍: “If you wanna have a taste of us…If you wanna try us out, then come see the full PerthSanta ‘The Devil Kiss Concert’!” 🖤: “Please support it, it’ll be on July 18th–19th and the tickets are already sold out.” 🤍: “Yes. Before anything else, we really want to thank everyone for supporting us.” 🖤 Perth kneels down in front of Santa 😭🖤🤍 🤍: “What are you doing?” 🖤: “Also… I saw my juniors doing this earlier. WilliamEst, WilliamEst…They are boyfriends! They are boyfriends.” 🤍: “ For real, for real! Backstage they were hugging each other all curled up too.” 🖤: “And then there’s GeminiFourth too. Yesterday didn’t they say something about us? Yeah, Fourth…” 🤍: “I SAW IT. Really, what did he say about our couple?” 🖤: “He said that it's normal for us to kiss each other’s cheeks.” 🤍: “Don’t make me say more.” 🤣 🖤: “Don't let me speak! Really, it’s not true. Who would do something like that.” 🖤 Kiss Santas forehead 😭 🖤: “No one would do that backstage. If it's about us, it’s not true at all, yeah, yeah, um... Who would even do that?” 🖤: Kiss Santa’s forehead the second time 😭 🖤: “Anyway, please support Devil Kiss Concert.” 🖤: “Since it’s called Devil Kiss Concert…” 🖤 Pretends to kiss Santa’s cheek 🤍: “But, what kind of "kisses" will there be in Devil's Kiss? Please wait and follow it. 🖤: “Today is already the last day, do you still have energy left?” 👥: Yeahhh 🖤“Really?” 🤍: “The voices... 🖤: “The voices are a bit quiet, huh? So quiet, huh baby? Wow, amazing baby!” 🤍: “If you’re not tired yet, can you scream for us?” 🖤: “Let’s ask about your condition first. How are you now?” 🤍: “Right now, it's a lot better. I already went to see the doctor. The doctor said it's fine. Just a little bit, just a little bit. It’s normal. Dancers always end up with injuries.” 🖤: “Some wounds.” 🤍: “Warriors always have scars.” 😭❤️‍🩹 🖤: “Honestly I really admire Santa’s spirit. He has such a strong artist mindset, and I’m truly comforted knowing I get to be with you through every moment and every phase of life. Don’t scream, I’m getting shy. 🤍: “Yes. But.. “ Santa is getting so shy😭 🖤: “Even though Santa’s body still isn’t 100%, the heart I have for you is definitely 100%.” 😭 🤍: “That’s exactly why I can’t leave P’ alone. How could I, when he’s this cute?” (pretends to kiss him) 😭🤍 Both so shy and giggly 🖤: “I’m losing my composure…” 🖤: “We’re only halfway through the concert actually. There are still many artists left. Who’s waiting for PondPhuwin? Those two backstage, they also have "something" going on. “ 🤍: “Just now, I saw them like...” 🖤: “Yes, "something like that." 🤍: “Touching cheeks.” 🖤: “Touching each other's cheeks! Outside they act like they never touch each other at all, right?I already told them to send Pond to study under me. I’ll teach him myself.” 🤍: “But honestly he’s probably already learned a lot from you.” 🖤: “There’s only one thing left for him to learn…To call Pond ‘Daddy.’” 😭🤣 🤍: “YES, I really want to hear that.” 🖤: “I want to hear it too actually.” 🤍: “What’s up, daddy? Are you satisfied? Are you satisfied now?” #LOLFanFest2026D3 #PerthSanta #เพิร์ธแซนต้า

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13,496 просмотров • 4 месяцев назад