title
Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322

description
Rana el Kaliouby is a pioneer in the field of emotion recognition and human-centric AI. She is the founder of Affectiva, deputy CEO of Smart Eye, and author of Girl Decoded. Please support this podcast by checking out our sponsors: - Mizzen+Main: https://mizzenandmain.com and use code LEX to get $35 off - Weights & Biases: https://lexfridman.com/wnb - Notion: https://notion.com - InsideTracker: https://insidetracker.com/lex to get 20% off - ExpressVPN: https://expressvpn.com/lexpod to get 3 months free EPISODE LINKS: Rana's Twitter: https://twitter.com/kaliouby Rana's Instagram: https://instagram.com/ranaelkaliouby Rana's Facebook: https://facebook.com/RanaelKaliouby Affectiva (website): https://affectiva.com Smart Eye: (website): https://smarteye.se Girl Decoded (book): https://amzn.to/3DnRAN4 PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ Full episodes playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4 Clips playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41 OUTLINE: 0:00 - Introduction 1:00 - Childhood 10:37 - Hijab 13:20 - Faith 15:28 - War 19:37 - Women in the Middle East 23:55 - Rana's journey 36:30 - Rosalind Picard 38:38 - Advice for women 49:09 - Dating 56:45 - Human nature 1:01:25 - AI and emotions 1:32:03 - Smart Eye 1:41:24 - Tesla and Waymo 1:50:11 - Drunk driving 1:59:42 - Robotics 2:13:29 - Advice for startups 2:18:17 - Investing 2:25:41 - Advice for young people 2:34:01 - Love SOCIAL: - Twitter: https://twitter.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - Medium: https://medium.com/@lexfridman - Reddit: https://reddit.com/r/lexfridman - Support on Patreon: https://www.patreon.com/lexfridman

detail
{'title': 'Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars | Lex Fridman Podcast #322', 'heatmap': [{'end': 9367.874, 'start': 9286.931, 'weight': 1}], 'summary': "Rana el-khlyubi's interview covers her childhood, cultural significance of food, journey of first love, identity challenges, gender impact on empathy, adapting to technology, ai in dating, technology's impact on empathy, emotion detection challenges, smarteye's acquisition, ai in car experience, vehicle wellness, future of robotics, and importance of diversity in tech.", 'chapters': [{'end': 285.792, 'segs': [{'end': 83.886, 'src': 'embed', 'start': 50.609, 'weight': 2, 'content': [{'end': 52.391, 'text': 'This is the Lex Friedman Podcast.', 'start': 50.609, 'duration': 1.782}, {'end': 55.634, 'text': 'To support it, please check out our sponsors in the description.', 'start': 52.771, 'duration': 2.863}, {'end': 59.537, 'text': "And now, dear friends, here's Rana El-Khlyubi.", 'start': 56.154, 'duration': 3.383}, {'end': 63.121, 'text': 'You grew up in the Middle East, in Egypt.', 'start': 60.698, 'duration': 2.423}, {'end': 65.983, 'text': 'What is a memory from that time that makes you smile?', 'start': 63.521, 'duration': 2.462}, {'end': 72.369, 'text': 'Or maybe a memory that stands out as helping your mind take shape and helping you define yourself in this world?', 'start': 66.484, 'duration': 5.885}, {'end': 77.065, 'text': "So the memory that stands out is we used to live in my grandma's house.", 'start': 72.844, 'duration': 4.221}, {'end': 83.886, 'text': 'She used to have these mango trees in her garden and in the summer, and so mango season was like July and August.', 'start': 77.645, 'duration': 6.241}], 'summary': "Rana el-khlyubi shares a childhood memory of mango season in egypt at her grandma's house.", 'duration': 33.277, 'max_score': 50.609, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A50609.jpg'}, {'end': 214.019, 'src': 'embed', 'start': 164.046, 'weight': 0, 'content': [{'end': 165.527, 'text': "Yeah, it's nice and ripe and stuff.", 'start': 164.046, 'duration': 1.481}, {'end': 170.15, 'text': "Yeah, What's like a definitive food of Egypt?", 'start': 165.627, 'duration': 4.523}, {'end': 178.956, 'text': "You know, there's like these almost stereotypical foods in different parts of the world, like Ukraine invented borscht.", 'start': 170.75, 'duration': 8.206}, {'end': 183.218, 'text': 'Borscht is this beet soup that you put sour cream on.', 'start': 179.756, 'duration': 3.462}, {'end': 183.679, 'text': "See, it's not.", 'start': 183.238, 'duration': 0.441}, {'end': 184.719, 'text': 'Okay, okay.', 'start': 183.759, 'duration': 0.96}, {'end': 185.5, 'text': 'Explain it that way.', 'start': 184.8, 'duration': 0.7}, {'end': 189.583, 'text': "If you know what it is, I think you know it's delicious.", 'start': 186.921, 'duration': 2.662}, {'end': 192.465, 'text': "But if I explain it, it's just not going to sound delicious.", 'start': 189.683, 'duration': 2.782}, {'end': 194.346, 'text': 'I feel like beet soup.', 'start': 192.505, 'duration': 1.841}, {'end': 195.507, 'text': "This doesn't make any sense.", 'start': 194.406, 'duration': 1.101}, {'end': 203.072, 'text': "And you probably have actually seen pictures of it, because it's one of the traditional foods in Ukraine, in Russia,", 'start': 195.607, 'duration': 7.465}, {'end': 206.334, 'text': 'in different parts of the Slavic world.', 'start': 203.072, 'duration': 3.262}, {'end': 210.897, 'text': "But it's become so cliche and stereotypical that you almost don't mention it.", 'start': 206.954, 'duration': 3.943}, {'end': 212.638, 'text': "But it's still delicious.", 'start': 210.937, 'duration': 1.701}, {'end': 214.019, 'text': 'I visited Ukraine.', 'start': 212.658, 'duration': 1.361}], 'summary': 'Discussion about traditional ukrainian food like borscht and its cliche image.', 'duration': 49.973, 'max_score': 164.046, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A164046.jpg'}], 'start': 0.169, 'title': 'Emotion recognition and egyptian cuisine', 'summary': "Explores socially intelligent machines, rana el-khlyubi's childhood memories, and the cultural significance of egyptian darwesi mangoes, borscht, molokhaya, and stuffed pigeons.", 'chapters': [{'end': 140.534, 'start': 0.169, 'title': 'Emotion recognition and human-centric ai', 'summary': "Explores the implications of building socially and emotionally intelligent machines, delves into rana el-khlyubi's childhood memories in egypt, and discusses the significance of bringing people together through food and joy.", 'duration': 140.365, 'highlights': ["Rana El-Khlyubi's childhood memory of gathering around mango trees with family and the joy of being together around food. Rana El-Khlyubi recalls the warmth and joy of gathering around mango trees with family during mango season, emphasizing the significance of bringing people together through food.", 'The concept of building socially and emotionally intelligent machines and its implications on relationships with AI and with others. The discussion explores the implications of building socially and emotionally intelligent machines, raising questions about the relationship with AI and with others as these machines are programmed to excel in empathy and be ever-present.', "Rana El-Khlyubi's reflections on the significance of bringing people together and the joy of being around food. Rana El-Khlyubi reflects on the joy of bringing people together around food and emphasizes the warmth and joy associated with such gatherings, highlighting the importance of togetherness."]}, {'end': 285.792, 'start': 141.223, 'title': 'Egyptian cuisine and traditional foods', 'summary': 'Discusses the distinct egyptian darwesi mangoes, the traditional beet soup borscht in ukraine, and the egyptian soup molokhaya, along with stuffed pigeons, highlighting the cultural significance of these foods.', 'duration': 144.569, 'highlights': ['The traditional beet soup borscht in Ukraine is a stereotypical food in the Slavic world, and the speaker emphasizes its deliciousness despite the initial impression of beet soup not sounding appealing.', "The Egyptian soup molokhaya, made of a green plant similar to spinach and kale, cooked in chicken broth, is a traditional dish prepared by the speaker's grandma and mom, showcasing the cultural significance of this food.", 'The distinct Egyptian Darwesi mangoes, characterized by their oval shape and red color, are noted for their extra sweetness, highlighting the unique and desirable qualities of this particular type of mango.']}], 'duration': 285.623, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A169.jpg', 'highlights': ['The concept of building socially and emotionally intelligent machines and its implications on relationships with AI and with others.', "Rana El-Khlyubi's reflections on the significance of bringing people together and the joy of being around food.", 'The traditional beet soup borscht in Ukraine is a stereotypical food in the Slavic world, and the speaker emphasizes its deliciousness despite the initial impression of beet soup not sounding appealing.', "The Egyptian soup molokhaya, made of a green plant similar to spinach and kale, cooked in chicken broth, is a traditional dish prepared by the speaker's grandma and mom, showcasing the cultural significance of this food.", 'The distinct Egyptian Darwesi mangoes, characterized by their oval shape and red color, are noted for their extra sweetness, highlighting the unique and desirable qualities of this particular type of mango.']}, {'end': 1029.336, 'segs': [{'end': 492.23, 'src': 'embed', 'start': 464.976, 'weight': 5, 'content': [{'end': 468.44, 'text': 'One of the core values in our family is just hard work.', 'start': 464.976, 'duration': 3.464}, {'end': 470.121, 'text': 'There were no slackers in our family.', 'start': 468.54, 'duration': 1.581}, {'end': 478.589, 'text': "And that's something that's definitely stayed with me, both as a professional, but also in my personal life.", 'start': 470.141, 'duration': 8.448}, {'end': 484.925, 'text': "But I also think my mom, my mom always used to like, I don't know.", 'start': 480.231, 'duration': 4.694}, {'end': 486.526, 'text': 'It was like unconditional love.', 'start': 484.965, 'duration': 1.561}, {'end': 492.23, 'text': 'Like I just knew my parents would be there for me kind of regardless of what I chose to do.', 'start': 486.866, 'duration': 5.364}], 'summary': 'Family values emphasize hard work and unconditional love, influencing personal and professional life.', 'duration': 27.254, 'max_score': 464.976, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A464976.jpg'}, {'end': 707.74, 'src': 'embed', 'start': 661.234, 'weight': 0, 'content': [{'end': 665.435, 'text': "I guess I'll first start by saying I wore it voluntarily.", 'start': 661.234, 'duration': 4.201}, {'end': 666.796, 'text': 'I was not forced to wear it.', 'start': 665.496, 'duration': 1.3}, {'end': 671.398, 'text': 'And in fact, I was one of the very first women in my family to decide to put on the hijab.', 'start': 666.956, 'duration': 4.442}, {'end': 682.602, 'text': "And my family thought it was really odd, right? They were like, why do you want to put this on? And at its best, it's a sign of modesty, humility.", 'start': 672.398, 'duration': 10.204}, {'end': 685.627, 'text': "It's like me wearing a suit.", 'start': 684.406, 'duration': 1.221}, {'end': 692.749, 'text': "People are like, why are you wearing a suit? It's a step back into some kind of tradition or respect for tradition of sorts.", 'start': 685.687, 'duration': 7.062}, {'end': 699.712, 'text': "So you said because it's by choice, you're kind of free to make that choice to celebrate a tradition of modesty.", 'start': 693.269, 'duration': 6.443}, {'end': 703.175, 'text': 'Exactly And I actually made it my own.', 'start': 700.012, 'duration': 3.163}, {'end': 707.74, 'text': 'I remember I would really match the color of my headscarf with what I was wearing.', 'start': 703.235, 'duration': 4.505}], 'summary': 'A woman talks about voluntarily wearing hijab, symbolizing choice and tradition.', 'duration': 46.506, 'max_score': 661.234, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A661234.jpg'}, {'end': 749.812, 'src': 'embed', 'start': 726.607, 'weight': 2, 'content': [{'end': 735.472, 'text': 'And I started meeting a lot of people in the US who were just amazing people, very purpose-driven people who have very strong core values,', 'start': 726.607, 'duration': 8.865}, {'end': 736.252, 'text': "but they're not Muslim.", 'start': 735.472, 'duration': 0.78}, {'end': 740.755, 'text': "That's okay, right? And so that was when I just had a lot of questions.", 'start': 736.933, 'duration': 3.822}, {'end': 749.812, 'text': "And politically also the situation in Egypt was when the Muslim Brotherhood ran the country and I didn't agree with their ideology.", 'start': 742.23, 'duration': 7.582}], 'summary': "Met purpose-driven people in the us, questioned beliefs due to muslim brotherhood's rule in egypt.", 'duration': 23.205, 'max_score': 726.607, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A726607.jpg'}, {'end': 1012.104, 'src': 'embed', 'start': 982.983, 'weight': 4, 'content': [{'end': 989.067, 'text': 'And when I first got to Cambridge, it turned out my office mate, like my PhD kind of.', 'start': 982.983, 'duration': 6.084}, {'end': 990.628, 'text': 'you know, she ended up.', 'start': 989.067, 'duration': 1.561}, {'end': 992.83, 'text': 'you know, we ended up becoming friends, but she was from Israel.', 'start': 990.628, 'duration': 2.202}, {'end': 997.413, 'text': "And we didn't know, yeah, we didn't know how it was gonna be like.", 'start': 994.211, 'duration': 3.202}, {'end': 1002.235, 'text': 'Did you guys sit there just staring at each other for a bit?', 'start': 998.952, 'duration': 3.283}, {'end': 1012.104, 'text': 'Actually she, because I arrived before she did and it turns out she emailed our PhD advisor and asked him if she thought it was going to be okay.', 'start': 1002.595, 'duration': 9.509}], 'summary': 'Unexpectedly befriended israeli office mate during phd in cambridge', 'duration': 29.121, 'max_score': 982.983, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A982983.jpg'}], 'start': 286.184, 'title': 'A journey of first love and identity challenges', 'summary': "Delves into the author's first encounter with computers, coding at a young age, and the potential of programming, and also discusses a muslim woman's journey navigating cultural norms, wearing the hijab, pursuing a phd, and the role of faith in her journey.", 'chapters': [{'end': 392.16, 'start': 286.184, 'title': 'First love for computers', 'summary': "Highlights the author's first experience with computers, including playing space invaders, writing their first code at the age of six or seven, and realizing the power of programming and its potential to bring joy to millions of people.", 'duration': 105.976, 'highlights': ["The author's first experience with computers was playing Space Invaders and writing their first code at the age of six or seven.", 'Realizing the power of programming and its potential to bring joy to millions of people.', "The author's first computer was an Atari and Space Invaders was their favorite game."]}, {'end': 1029.336, 'start': 392.16, 'title': 'Challenges of identity and faith', 'summary': "Explores the challenges and triumphs of a muslim woman navigating cultural norms, from her parents' influence and her decision to wear the hijab to facing cultural rebellion, pursuing a phd, and the role of faith in her journey.", 'duration': 637.176, 'highlights': ["The chapter explores the challenges and triumphs of a Muslim woman navigating cultural norms, from her parents' influence and her decision to wear the hijab to facing cultural rebellion, pursuing a PhD, and the role of faith in her journey. The chapter delves into the experiences of a Muslim woman navigating cultural norms, including her parents' influence, wearing the hijab, pursuing a PhD, and the role of faith in her journey.", "The protagonist's decision to pursue a PhD at Cambridge University despite cultural norms and familial disapproval is highlighted, showcasing her courage and determination. The protagonist's decision to pursue a PhD at Cambridge University despite cultural norms and familial disapproval is highlighted, showcasing her courage and determination.", "The protagonist's voluntary choice to wear the hijab, her familial support, and her personal journey of self-expression through it are discussed, shedding light on the significance of the hijab as a symbol of modesty and tradition. The protagonist's voluntary choice to wear the hijab, her familial support, and her personal journey of self-expression through it are discussed, shedding light on the significance of the hijab as a symbol of modesty and tradition.", "The role of faith in providing inner peace, strength during adversity, and a belief in a silver lining is portrayed, emphasizing the protagonist's evolving perspective on faith and its impact on her life. The role of faith in providing inner peace, strength during adversity, and a belief in a silver lining is portrayed, emphasizing the protagonist's evolving perspective on faith and its impact on her life.", "The protagonist's friendship with an Israeli colleague during her PhD at Cambridge University, amidst the backdrop of 9-11, highlights the potential for human connection and understanding across cultural and political divides. The protagonist's friendship with an Israeli colleague during her PhD at Cambridge University, amidst the backdrop of 9-11, highlights the potential for human connection and understanding across cultural and political divides."]}], 'duration': 743.152, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A286184.jpg', 'highlights': ["The protagonist's decision to pursue a PhD at Cambridge University despite cultural norms and familial disapproval is highlighted, showcasing her courage and determination.", "The role of faith in providing inner peace, strength during adversity, and a belief in a silver lining is portrayed, emphasizing the protagonist's evolving perspective on faith and its impact on her life.", "The protagonist's voluntary choice to wear the hijab, her familial support, and her personal journey of self-expression through it are discussed, shedding light on the significance of the hijab as a symbol of modesty and tradition.", "The protagonist's friendship with an Israeli colleague during her PhD at Cambridge University, amidst the backdrop of 9-11, highlights the potential for human connection and understanding across cultural and political divides.", 'Realizing the power of programming and its potential to bring joy to millions of people.', "The author's first experience with computers was playing Space Invaders and writing their first code at the age of six or seven.", "The author's first computer was an Atari and Space Invaders was their favorite game."]}, {'end': 1668.678, 'segs': [{'end': 1129.864, 'src': 'embed', 'start': 1098.11, 'weight': 3, 'content': [{'end': 1110.755, 'text': "In fact, especially during war, you don't even see the people on the other side as human or as equal intelligence or worth or value as you.", 'start': 1098.11, 'duration': 12.645}, {'end': 1122.5, 'text': 'You tell all kinds of narratives about them being Nazis or Germans, dumb or whatever narrative you want to weave around that or evil.', 'start': 1111.155, 'duration': 11.345}, {'end': 1129.864, 'text': "But I think when you actually meet them face to face, you realize they're like the same.", 'start': 1124.902, 'duration': 4.962}], 'summary': 'During war, perception of the enemy changes, but meeting them changes perspective.', 'duration': 31.754, 'max_score': 1098.11, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A1098110.jpg'}, {'end': 1325.553, 'src': 'embed', 'start': 1294.822, 'weight': 0, 'content': [{'end': 1295.843, 'text': "And I think that's another.", 'start': 1294.822, 'duration': 1.021}, {'end': 1299.725, 'text': 'Enjoying the humanity of other people.', 'start': 1296.803, 'duration': 2.922}, {'end': 1307.268, 'text': "And so do you think there's a useful difference between men and women in that aspect and empathy?", 'start': 1300.125, 'duration': 7.143}, {'end': 1313.732, 'text': 'Or is doing these kind of big general groups?', 'start': 1309.209, 'duration': 4.523}, {'end': 1316.193, 'text': 'does that hinder progress??', 'start': 1313.732, 'duration': 2.461}, {'end': 1319.83, 'text': "Yeah, I actually don't wanna overgeneralize.", 'start': 1317.048, 'duration': 2.782}, {'end': 1323.572, 'text': 'I mean, some of the men I know are like the most empathetic humans.', 'start': 1319.87, 'duration': 3.702}, {'end': 1325.553, 'text': 'Yeah, I strive to be empathetic.', 'start': 1323.612, 'duration': 1.941}], 'summary': 'Discussion on empathy and gender differences, avoiding overgeneralization.', 'duration': 30.731, 'max_score': 1294.822, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A1294822.jpg'}], 'start': 1029.356, 'title': 'Gender, narratives, empathy, and human connection', 'summary': "Explores the impact of gender and narratives on war, suggesting potential for reduced conflict with women in leadership, and emphasizes the influence of leaders' narratives. it also discusses the power of empathy and human connection in transcending cultural boundaries in a global context, highlighting the role of technology and gender's impact on empathy and its relevance in robotics.", 'chapters': [{'end': 1129.864, 'start': 1029.356, 'title': 'Gender and war narratives', 'summary': "Discusses the impact of gender and narratives on war, suggesting that women running the world could lead to less conflict, and emphasizes the influence of leaders' narratives on public perception during war.", 'duration': 100.508, 'highlights': ['Women running the world could lead to less war, as the narrative of war is often created by those in power.', "Leaders' narratives during war create a distorted view of the humanity on the other side, dehumanizing them and perpetuating conflict.", 'The similarity in culture and humor between individuals from different countries raises questions about the reasons for global war and tension, emphasizing the potential for empathy and understanding across nations.']}, {'end': 1668.678, 'start': 1130.225, 'title': 'Empathy and human connection in a global context', 'summary': 'Discusses the power of empathy and human connection in transcending cultural boundaries and emphasizes the role of technology in fostering global connections, while also highlighting the impact of gender on empathy and its relevance in the field of robotics.', 'duration': 538.453, 'highlights': ['The chapter discusses the power of empathy and human connection in transcending cultural boundaries and emphasizes the role of technology in fostering global connections. Emphasizes the role of technology in fostering global connections.', 'The impact of gender on empathy and its relevance in the field of robotics. Explores the impact of gender on empathy and its relevance in the field of robotics.', "The discussion of gender's influence on shaping human experience and the potential of empathy to drive behavior change and motivation. Explores gender's influence on shaping human experience and the potential of empathy to drive behavior change and motivation."]}], 'duration': 639.322, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A1029356.jpg', 'highlights': ['Women in leadership could reduce war by changing the narrative.', "Leaders' narratives during war dehumanize the other side, perpetuating conflict.", 'Empathy and understanding across nations can reduce global tension and war.', 'Technology plays a crucial role in fostering global connections and empathy.', "Gender's impact on empathy and its relevance in robotics is discussed.", 'Empathy has the potential to drive behavior change and motivation.']}, {'end': 2312.781, 'segs': [{'end': 1763.827, 'src': 'embed', 'start': 1737.01, 'weight': 5, 'content': [{'end': 1742.234, 'text': "Professor Rosalind Picard, who's She runs the Affective Computing Group at the MIT Media Lab.", 'start': 1737.01, 'duration': 5.224}, {'end': 1743.875, 'text': 'I had read her book.', 'start': 1742.274, 'duration': 1.601}, {'end': 1747.537, 'text': 'I was following all her research.', 'start': 1743.955, 'duration': 3.582}, {'end': 1748.557, 'text': 'AKA Roz.', 'start': 1747.717, 'duration': 0.84}, {'end': 1750.158, 'text': 'Yes, AKA Roz.', 'start': 1749.018, 'duration': 1.14}, {'end': 1758.083, 'text': 'And she was giving a talk at a pattern recognition conference in Cambridge, and she had a couple of hours to kill.', 'start': 1751.079, 'duration': 7.004}, {'end': 1763.827, 'text': 'So she emailed the lab and she said, you know, if any students want to meet with me, just sign up here.', 'start': 1758.143, 'duration': 5.684}], 'summary': 'Prof. rosalind picard, from mit media lab, gave a talk and invited students to meet her.', 'duration': 26.817, 'max_score': 1737.01, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A1737010.jpg'}, {'end': 1892.49, 'src': 'embed', 'start': 1862.04, 'weight': 7, 'content': [{'end': 1863.981, 'text': 'which I think has been hardwired in my brain.', 'start': 1862.04, 'duration': 1.941}, {'end': 1867.202, 'text': "But you get to MIT and it's okay to start things.", 'start': 1865.101, 'duration': 2.101}, {'end': 1870.343, 'text': "And if they don't work out, like it's okay, you pivot to another idea.", 'start': 1867.282, 'duration': 3.061}, {'end': 1873.624, 'text': 'And that kind of thinking was just very new to me.', 'start': 1871.103, 'duration': 2.521}, {'end': 1874.624, 'text': "That's liberating.", 'start': 1873.644, 'duration': 0.98}, {'end': 1875.544, 'text': 'Well Media Lab.', 'start': 1874.864, 'duration': 0.68}, {'end': 1885.127, 'text': "for people who don't know, MIT Media Lab is its own beautiful thing, because they, I think, more than other places at MIT, reach for big ideas.", 'start': 1875.544, 'duration': 9.583}, {'end': 1892.49, 'text': 'And like they try, I mean, I think, I mean, depending, of course, on who, but certainly with Rosalind, you try wild stuff.', 'start': 1885.247, 'duration': 7.243}], 'summary': 'Mit media lab encourages trying new ideas and pivoting if needed, fostering a liberating and innovative mindset.', 'duration': 30.45, 'max_score': 1862.04, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A1862040.jpg'}, {'end': 1997.55, 'src': 'embed', 'start': 1953.661, 'weight': 2, 'content': [{'end': 1955.122, 'text': 'was walking down the hall.', 'start': 1953.661, 'duration': 1.461}, {'end': 1959.787, 'text': "It's probably doing mapping, but it looked like he wasn't doing anything and he was wearing he or she.", 'start': 1955.142, 'duration': 4.645}, {'end': 1960.848, 'text': "I don't know.", 'start': 1960.487, 'duration': 0.361}, {'end': 1963.23, 'text': 'But it well, I like.', 'start': 1961.168, 'duration': 2.062}, {'end': 1964.431, 'text': 'I like in my mind.', 'start': 1963.23, 'duration': 1.201}, {'end': 1970.616, 'text': 'there are people that have a back story, but this one in particular definitely has a back story because he was wearing a cowboy hat.', 'start': 1964.431, 'duration': 6.185}, {'end': 1975.239, 'text': 'So I just saw a spot robot with a cowboy hat walking down the hall.', 'start': 1971.357, 'duration': 3.882}, {'end': 1981.061, 'text': "And there was just this feeling like there's a life, like he has a life.", 'start': 1975.339, 'duration': 5.722}, {'end': 1984.502, 'text': 'He probably has to commute back to his family at night.', 'start': 1981.561, 'duration': 2.941}, {'end': 1988.964, 'text': "Like there's a feeling like there's life instilled in this robot.", 'start': 1984.922, 'duration': 4.042}, {'end': 1989.964, 'text': "And it's magical.", 'start': 1989.204, 'duration': 0.76}, {'end': 1990.344, 'text': "I don't know.", 'start': 1989.984, 'duration': 0.36}, {'end': 1991.905, 'text': 'It was kind of inspiring to see.', 'start': 1990.424, 'duration': 1.481}, {'end': 1997.55, 'text': "Did he say hello to you? Did he say hello? There's a focused nature to the robot.", 'start': 1992.205, 'duration': 5.345}], 'summary': 'Saw a spot robot with a cowboy hat, felt it had a life and was inspiring.', 'duration': 43.889, 'max_score': 1953.661, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A1953661.jpg'}, {'end': 2182.576, 'src': 'embed', 'start': 2140.192, 'weight': 1, 'content': [{'end': 2147.776, 'text': 'i went in to his class with a whole bunch of robots and, like the emotion, ai demo, and i asked the kids, i was like do you,', 'start': 2140.192, 'duration': 7.584}, {'end': 2153.613, 'text': 'would you kids want to have a robot you know robot friend or robot companion?', 'start': 2147.776, 'duration': 5.837}, {'end': 2154.633, 'text': 'Everybody said yes.', 'start': 2153.733, 'duration': 0.9}, {'end': 2160.179, 'text': 'And they wanted it for all sorts of things, like to help them with their math homework and to like be a friend.', 'start': 2154.674, 'duration': 5.505}, {'end': 2165.303, 'text': "So there's, it just struck me how there was no fear of robots.", 'start': 2160.299, 'duration': 5.004}, {'end': 2172.032, 'text': 'Was a lot of adults have that like us versus Yeah, none of that.', 'start': 2166.304, 'duration': 5.728}, {'end': 2173.832, 'text': 'Of course, you want to be very careful,', 'start': 2172.092, 'duration': 1.74}, {'end': 2182.576, 'text': 'because you still have to look at the lessons of history and how robots can be used by the power centers of the world to abuse your rights and all that kind of stuff.', 'start': 2173.832, 'duration': 8.744}], 'summary': 'Kids were enthusiastic about having robot companions for various tasks, reflecting a lack of fear, unlike some adults.', 'duration': 42.384, 'max_score': 2140.192, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2140192.jpg'}, {'end': 2287.318, 'src': 'embed', 'start': 2263.39, 'weight': 0, 'content': [{'end': 2271.597, 'text': 'what else about science in general, about how you see computers and also business and just everything about the world.', 'start': 2263.39, 'duration': 8.207}, {'end': 2274.92, 'text': "She's a very powerful, brilliant woman like yourself.", 'start': 2271.777, 'duration': 3.143}, {'end': 2280.274, 'text': 'So is there some aspect of that too? Yeah, I think Roz is actually also very faith-driven.', 'start': 2274.96, 'duration': 5.314}, {'end': 2287.318, 'text': 'She has this like deep belief and conviction, yeah, in the good in the world and humanity.', 'start': 2280.474, 'duration': 6.844}], 'summary': 'Discussion about science, computers, business, and faith-driven beliefs.', 'duration': 23.928, 'max_score': 2263.39, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2263390.jpg'}], 'start': 1668.718, 'title': 'Adapting to technology and life-changing meeting', 'summary': "Explores adapting to new technology, allure of tiktok, haptic touchscreens, and a life-changing meeting with professor rosalind picard at mit, shaping the narrator's career trajectory.", 'chapters': [{'end': 1715.094, 'start': 1668.718, 'title': 'Adapting to technology and the magic of haptic experience', 'summary': 'Explores the challenge of adapting to new programming languages and technology, the allure of tiktok, and the magic of haptic touchscreens, while discussing the journey of returning to cairo to teach.', 'duration': 46.376, 'highlights': ['The allure of TikTok and the challenge of adapting to new technology and programming languages.', 'The magic and intricacy of haptic touchscreens and the experience of using them.', 'Discussion about the journey of returning to Cairo to teach and the potential obstacles faced.']}, {'end': 2312.781, 'start': 1715.274, 'title': 'Life-changing meeting with roz', 'summary': "Details the transformative impact of a meeting with professor rosalind picard, which led to a postdoc opportunity at mit, shaping the narrator's career trajectory and highlighting the openness to innovation at the mit media lab.", 'duration': 597.507, 'highlights': ["The meeting with Professor Rosalind Picard at a pattern recognition conference in Cambridge changed the trajectory of the narrator's life, leading to a postdoc opportunity at MIT. 1 life-changing meeting", 'The narrator commuted between Cairo and Boston to work at MIT as a postdoc, showcasing dedication and commitment to the opportunity. Commuted every few weeks', "The MIT Media Lab fosters an environment of openness to innovation and acceptance of taking risks and failure, contrasting with the fear of failure ingrained in the narrator's previous experiences. Promotes innovation and risk-taking", "The MIT Media Lab's emphasis on reaching for big ideas and trying wild and ambitious projects, with a requirement for functioning demos, highlights a culture of aiming for innovation and completion. Focuses on big ideas and completion", "The narrator's son's fascination with robots and the positive reception of robots by children, highlighting the potential for robots to inspire and engage young people. Positive impact on children's perception of robots", "Professor Rosalind Picard's perseverance and ability to reframe negative feedback as a challenge, as well as her faith-driven belief in the good in the world and humanity, have profoundly influenced the narrator's approach to life and work. Impactful lessons in perseverance and faith-driven conviction"]}], 'duration': 644.063, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A1668718.jpg', 'highlights': ["The meeting with Professor Rosalind Picard at a pattern recognition conference in Cambridge changed the trajectory of the narrator's life, leading to a postdoc opportunity at MIT. 1 life-changing meeting", 'The allure of TikTok and the challenge of adapting to new technology and programming languages.', 'The magic and intricacy of haptic touchscreens and the experience of using them.', "The MIT Media Lab fosters an environment of openness to innovation and acceptance of taking risks and failure, contrasting with the fear of failure ingrained in the narrator's previous experiences. Promotes innovation and risk-taking", "The MIT Media Lab's emphasis on reaching for big ideas and trying wild and ambitious projects, with a requirement for functioning demos, highlights a culture of aiming for innovation and completion. Focuses on big ideas and completion", "The narrator's son's fascination with robots and the positive reception of robots by children, highlighting the potential for robots to inspire and engage young people. Positive impact on children's perception of robots", "Professor Rosalind Picard's perseverance and ability to reframe negative feedback as a challenge, as well as her faith-driven belief in the good in the world and humanity, have profoundly influenced the narrator's approach to life and work. Impactful lessons in perseverance and faith-driven conviction", 'The journey of returning to Cairo to teach and the potential obstacles faced.']}, {'end': 3341.269, 'segs': [{'end': 2344.179, 'src': 'embed', 'start': 2313.802, 'weight': 1, 'content': [{'end': 2314.684, 'text': "I hope she'll be on.", 'start': 2313.802, 'duration': 0.882}, {'end': 2316.307, 'text': "I'm sure she'll be on again.", 'start': 2315.305, 'duration': 1.002}, {'end': 2326.467, 'text': 'You were the founder and CEO of Affectiva, which is a big company that was acquired by another big company, SmartEye.', 'start': 2318.982, 'duration': 7.485}, {'end': 2329.229, 'text': "And you're now the deputy CEO of SmartEye.", 'start': 2327.148, 'duration': 2.081}, {'end': 2330.97, 'text': "So you're a powerful leader.", 'start': 2329.249, 'duration': 1.721}, {'end': 2331.831, 'text': "You're brilliant.", 'start': 2331.21, 'duration': 0.621}, {'end': 2332.911, 'text': "You're a brilliant scientist.", 'start': 2331.891, 'duration': 1.02}, {'end': 2335.153, 'text': 'A lot of people are inspired by you.', 'start': 2333.632, 'duration': 1.521}, {'end': 2344.179, 'text': 'What advice would you give, especially to young women, but people in general who dream of becoming powerful leaders like yourself, in a world where,', 'start': 2335.193, 'duration': 8.986}], 'summary': 'Founder and ceo of affectiva, now deputy ceo of smarteye, offering advice for aspiring powerful leaders, especially to young women.', 'duration': 30.377, 'max_score': 2313.802, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2313802.jpg'}, {'end': 2437.367, 'src': 'embed', 'start': 2411.162, 'weight': 4, 'content': [{'end': 2417.926, 'text': "And I've had to like really work on myself to not be my own biggest obstacle.", 'start': 2411.162, 'duration': 6.764}, {'end': 2419.933, 'text': 'So you got that negative voice.', 'start': 2418.612, 'duration': 1.321}, {'end': 2424.097, 'text': "Yeah Um, so is that, am I the only one? I don't think I'm the only one.", 'start': 2420.674, 'duration': 3.423}, {'end': 2425.938, 'text': 'No, I, I have that negative voice.', 'start': 2424.117, 'duration': 1.821}, {'end': 2430.902, 'text': "I'm not exactly sure if it's a bad thing or a good thing.", 'start': 2426.018, 'duration': 4.884}, {'end': 2436.407, 'text': "I've been really torn about it because it's been a lifelong companion.", 'start': 2430.942, 'duration': 5.465}, {'end': 2437.367, 'text': "So it's hard to know.", 'start': 2436.467, 'duration': 0.9}], 'summary': 'Many struggle with negative self-talk, questioning its impact.', 'duration': 26.205, 'max_score': 2411.162, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2411162.jpg'}, {'end': 2534.752, 'src': 'embed', 'start': 2503.299, 'weight': 14, 'content': [{'end': 2503.9, 'text': 'You said this.', 'start': 2503.299, 'duration': 0.601}, {'end': 2504.901, 'text': "That's so dumb.", 'start': 2503.94, 'duration': 0.961}, {'end': 2507.104, 'text': 'Like, you should have prepared that better.', 'start': 2505.041, 'duration': 2.063}, {'end': 2513.652, 'text': "Why did you say this? But I think it's good to hear that voice out.", 'start': 2507.704, 'duration': 5.948}, {'end': 2514.633, 'text': 'All right.', 'start': 2514.312, 'duration': 0.321}, {'end': 2516.034, 'text': 'And like sit in that.', 'start': 2514.733, 'duration': 1.301}, {'end': 2518.377, 'text': 'And ultimately, I think you grow from that.', 'start': 2516.415, 'duration': 1.962}, {'end': 2523.362, 'text': "Now, when you're making really big decisions about funding or starting a company,", 'start': 2518.778, 'duration': 4.584}, {'end': 2534.752, 'text': 'or taking a leap to go to the UK or take a leap to go to America to work in Media Lab.', 'start': 2523.362, 'duration': 11.39}], 'summary': 'Encouraging growth mindset for big decisions and leaps.', 'duration': 31.453, 'max_score': 2503.299, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2503299.jpg'}, {'end': 2637.628, 'src': 'embed', 'start': 2607.549, 'weight': 7, 'content': [{'end': 2609.792, 'text': "like you, you know, you won't be able to raise this round of funding.", 'start': 2607.549, 'duration': 2.243}, {'end': 2615.661, 'text': "okay, let's talk about it, right? I have a track record of doing X, Y, and Z.", 'start': 2610.598, 'duration': 5.063}, {'end': 2616.722, 'text': 'I think I can do this.', 'start': 2615.661, 'duration': 1.061}, {'end': 2620.204, 'text': "And it's literally like so I wouldn't.", 'start': 2617.322, 'duration': 2.882}, {'end': 2630.626, 'text': "I don't know that I can shut off the voice, but I can have a conversation with it and it just and I bring data to the table right? Nice.", 'start': 2620.204, 'duration': 10.422}, {'end': 2633.267, 'text': 'So that was the journaling part, which I found very helpful.', 'start': 2630.786, 'duration': 2.481}, {'end': 2637.628, 'text': 'But the affirmation took it to a whole next level, and I just love it.', 'start': 2633.987, 'duration': 3.641}], 'summary': 'Track record of x, y, z, confident in raising funding, found journaling and affirmation helpful.', 'duration': 30.079, 'max_score': 2607.549, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2607549.jpg'}, {'end': 2825.848, 'src': 'embed', 'start': 2800.254, 'weight': 11, 'content': [{'end': 2805.257, 'text': 'I trust that the universe will do amazing things for me, which is one of my other consistent affirmations.', 'start': 2800.254, 'duration': 5.003}, {'end': 2811.1, 'text': "Or I'm an amazing mom, right? And so I can grapple with all the feelings of mom guilt that I have all the time.", 'start': 2805.637, 'duration': 5.463}, {'end': 2813.381, 'text': "Or here's another one.", 'start': 2812.481, 'duration': 0.9}, {'end': 2814.822, 'text': "I'm a love magnet.", 'start': 2813.982, 'duration': 0.84}, {'end': 2819.104, 'text': "And I literally say, I will kind of picture the person that I'd love to end up with.", 'start': 2815.202, 'duration': 3.902}, {'end': 2824.868, 'text': "And I write it all down and hasn't happened yet, but it- What are you picturing? This is Brad Pitt.", 'start': 2819.205, 'duration': 5.663}, {'end': 2825.848, 'text': 'Okay, Brad Pitt.', 'start': 2824.888, 'duration': 0.96}], 'summary': 'Affirmations include trust in universe, being an amazing mom, and a love magnet.', 'duration': 25.594, 'max_score': 2800.254, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2800254.jpg'}, {'end': 2871.445, 'src': 'embed', 'start': 2842.967, 'weight': 6, 'content': [{'end': 2846.409, 'text': "when you're thinking about being a love magnet in that way,", 'start': 2842.967, 'duration': 3.442}, {'end': 2856.478, 'text': 'are you picturing specific people or is this almost like in the space of like energy? Right.', 'start': 2846.409, 'duration': 10.069}, {'end': 2866.843, 'text': "It's somebody who is smart and well-accomplished, and successful in their life, but they're generous and they're well-traveled,", 'start': 2856.538, 'duration': 10.305}, {'end': 2868.103, 'text': 'and they want to travel the world.', 'start': 2866.843, 'duration': 1.26}, {'end': 2869.644, 'text': "It's things like that.", 'start': 2868.123, 'duration': 1.521}, {'end': 2871.445, 'text': "I'm like, their head over heels into me.", 'start': 2869.664, 'duration': 1.781}], 'summary': 'Visualizing a smart, successful, generous partner who loves travel and is head over heels for me.', 'duration': 28.478, 'max_score': 2842.967, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2842967.jpg'}, {'end': 3300.621, 'src': 'embed', 'start': 3273.828, 'weight': 0, 'content': [{'end': 3277.77, 'text': "Like with data, wouldn't you be able to find better human connection?", 'start': 3273.828, 'duration': 3.942}, {'end': 3281.132, 'text': "It's like arranged marriages on steroids, essentially.", 'start': 3278.01, 'duration': 3.122}, {'end': 3283.433, 'text': 'Arranged by machine learning algorithm.', 'start': 3281.552, 'duration': 1.881}, {'end': 3286.474, 'text': 'Arranged by machine learning algorithm, but not a superficial one.', 'start': 3283.453, 'duration': 3.021}, {'end': 3289.516, 'text': 'I think a lot of the dating apps out there are just so superficial.', 'start': 3286.494, 'duration': 3.022}, {'end': 3296.359, 'text': "They're just matching on like high level criteria that aren't ingredients for successful partnership.", 'start': 3289.536, 'duration': 6.823}, {'end': 3300.621, 'text': "But you know what's missing though too? I don't know how to fix that.", 'start': 3297.159, 'duration': 3.462}], 'summary': 'Dating apps use superficial criteria, but machine learning could improve human connections.', 'duration': 26.793, 'max_score': 3273.828, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A3273828.jpg'}], 'start': 2313.802, 'title': 'Building confidence and ai in dating', 'summary': 'Emphasizes overcoming self-doubt, building confidence through affirmations, and discusses the potential of ai in dating, highlighting the impact and challenges, and emphasizing the importance of human connection.', 'chapters': [{'end': 2630.626, 'start': 2313.802, 'title': 'Overcoming self-doubt and building confidence', 'summary': 'Highlights the importance of overcoming self-doubt, providing advice on dealing with negative thoughts, and the positive impact of affirmations and self-dialogue in building confidence and achieving success, emphasizing the need for self-belief and control over self-criticism.', 'duration': 316.824, 'highlights': ["Overcoming self-doubt and negative self-talk The speaker emphasizes the challenge of believing in oneself and provides advice to not let negative thoughts become the biggest obstacle, highlighting the importance of controlling self-criticism and having faith in one's abilities.", 'Impact of self-affirmations and self-dialogue The speaker shares the positive impact of daily affirmations and journaling as a means of self-acceptance and self-love, using it as a tool to have a conversation with the negative inner voice and bring data to the table to rebut self-doubt.', 'Advice to have faith and confidence The speaker advises taking a leap of faith and having confidence in making big decisions, despite the negativity, highlighting the need to shut off self-criticism and have faith that everything will work out.']}, {'end': 2940.917, 'start': 2630.786, 'title': 'Power of affirmations', 'summary': 'Highlights the positive impact of daily affirmations on mindset and behavior, including personal experiences and outcomes, as well as the different approaches of writing versus speaking affirmations.', 'duration': 310.131, 'highlights': ["The speaker emphasizes the positive impact of affirmations, citing personal experiences such as receiving compliments on her smile and attracting positive people into her life. The speaker mentions how her affirmation 'my smile lights up the whole world' has led to people complimenting her smile, demonstrating the tangible impact of affirmations on her energy and interactions.", "The chapter discusses the intentionality and grounding effect of affirmations in shaping the speaker's daily mindset and approach towards challenges. The speaker explains how affirmations help in grounding her day and dealing with challenges by instilling patience, trust in the universe, and affirming positive qualities like being an amazing mom and a love magnet.", 'The conversation explores the different approaches of writing versus speaking affirmations, with the speakers sharing personal preferences and the perceived power of each method. The speakers discuss their preferred methods of affirmations, with one emphasizing the power of writing affirmations using an app to reflect back on past affirmations, while the other finds speaking affirmations more powerful and impactful.']}, {'end': 3341.269, 'start': 2941.998, 'title': 'Ai in dating: finding love with algorithms', 'summary': 'Explores the potential of ai in solving the dating love problem by leveraging data and machine learning algorithms to enhance matchmaking, emphasizing the importance of chemistry, humor styles, and human connection while highlighting the challenges of engineering serendipity in dating apps.', 'duration': 399.271, 'highlights': ['AI and data can potentially revolutionize matchmaking by leveraging machine learning algorithms to find better human connections, akin to arranged marriages on steroids. The use of AI and data to enhance matchmaking can lead to finding better human connections, similar to arranged marriages on steroids, by utilizing machine learning algorithms.', 'The importance of chemistry and humor styles in successful relationships is emphasized, with the concept of using machine learning to measure and optimize inside joke generation in initial interactions. The significance of chemistry and humor styles in successful relationships is highlighted, along with the idea of using machine learning to measure and optimize inside joke generation during initial interactions.', 'Challenges in engineering serendipity in dating apps are discussed, emphasizing the difficulty in creating random, chance encounters and the limitations of superficial matching criteria used by existing dating apps. The challenges of engineering serendipity in dating apps are addressed, highlighting the difficulty in creating random, chance encounters and the limitations of superficial matching criteria used by current dating apps.']}], 'duration': 1027.467, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A2313802.jpg', 'highlights': ['AI and data can potentially revolutionize matchmaking by leveraging machine learning algorithms to find better human connections, akin to arranged marriages on steroids.', 'The use of AI and data to enhance matchmaking can lead to finding better human connections, similar to arranged marriages on steroids, by utilizing machine learning algorithms.', 'The importance of chemistry and humor styles in successful relationships is emphasized, with the concept of using machine learning to measure and optimize inside joke generation in initial interactions.', 'The significance of chemistry and humor styles in successful relationships is highlighted, along with the idea of using machine learning to measure and optimize inside joke generation during initial interactions.', 'Challenges in engineering serendipity in dating apps are discussed, emphasizing the difficulty in creating random, chance encounters and the limitations of superficial matching criteria used by existing dating apps.', 'The challenges of engineering serendipity in dating apps are addressed, highlighting the difficulty in creating random, chance encounters and the limitations of superficial matching criteria used by current dating apps.', 'The speaker emphasizes the positive impact of affirmations, citing personal experiences such as receiving compliments on her smile and attracting positive people into her life.', "The speaker mentions how her affirmation 'my smile lights up the whole world' has led to people complimenting her smile, demonstrating the tangible impact of affirmations on her energy and interactions.", "The chapter discusses the intentionality and grounding effect of affirmations in shaping the speaker's daily mindset and approach towards challenges.", 'The speaker explains how affirmations help in grounding her day and dealing with challenges by instilling patience, trust in the universe, and affirming positive qualities like being an amazing mom and a love magnet.', 'The conversation explores the different approaches of writing versus speaking affirmations, with the speakers sharing personal preferences and the perceived power of each method.', 'The speakers discuss their preferred methods of affirmations, with one emphasizing the power of writing affirmations using an app to reflect back on past affirmations, while the other finds speaking affirmations more powerful and impactful.', "Overcoming self-doubt and negative self-talk The speaker emphasizes the challenge of believing in oneself and provides advice to not let negative thoughts become the biggest obstacle, highlighting the importance of controlling self-criticism and having faith in one's abilities.", 'Impact of self-affirmations and self-dialogue The speaker shares the positive impact of daily affirmations and journaling as a means of self-acceptance and self-love, using it as a tool to have a conversation with the negative inner voice and bring data to the table to rebut self-doubt.', 'Advice to have faith and confidence The speaker advises taking a leap of faith and having confidence in making big decisions, despite the negativity, highlighting the need to shut off self-criticism and have faith that everything will work out.']}, {'end': 4763.619, 'segs': [{'end': 3365.837, 'src': 'embed', 'start': 3341.749, 'weight': 2, 'content': [{'end': 3349.192, 'text': 'And you just notice it, and then you go down a rabbit hole and you connect them outside the app too.', 'start': 3341.749, 'duration': 7.443}, {'end': 3351.273, 'text': 'You connect with this person outside the app somehow.', 'start': 3349.492, 'duration': 1.781}, {'end': 3358.055, 'text': 'So it creates that moment of meeting Of course you have to think of, from an app perspective, how you can turn that into a business.', 'start': 3351.533, 'duration': 6.522}, {'end': 3365.837, 'text': "But I think ultimately a business that helps people find love in any way, like that's what Apple was about.", 'start': 3358.435, 'duration': 7.402}], 'summary': 'App aims to foster connections and love, leading to potential business opportunities.', 'duration': 24.088, 'max_score': 3341.749, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A3341749.jpg'}, {'end': 3535.043, 'src': 'embed', 'start': 3508.615, 'weight': 3, 'content': [{'end': 3519.323, 'text': "So You think it's not possible to form empathy through the digital medium? I think it is.", 'start': 3508.615, 'duration': 10.708}, {'end': 3527.813, 'text': "But we have to be thoughtful about, because the way we engage face-to-face, which is what we're doing right now, right?", 'start': 3520.643, 'duration': 7.17}, {'end': 3531.318, 'text': "There's the nonverbal signals, which are a majority of how we communicate.", 'start': 3527.853, 'duration': 3.465}, {'end': 3535.043, 'text': "It's like 90% of how we communicate is your facial expressions.", 'start': 3531.378, 'duration': 3.665}], 'summary': 'Digital empathy is possible; 90% communication is nonverbal.', 'duration': 26.428, 'max_score': 3508.615, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A3508615.jpg'}, {'end': 3962.904, 'src': 'embed', 'start': 3941.121, 'weight': 1, 'content': [{'end': 3951.664, 'text': 'And.. First of all, I wonder if some of that is because we develop our intelligence and our emotional intelligence by communicating with other humans.', 'start': 3941.121, 'duration': 10.543}, {'end': 3956.145, 'text': "And so when other humans disappear from the picture, we're still kind of a virtual human.", 'start': 3952.024, 'duration': 4.121}, {'end': 3957.821, 'text': 'The code still runs, basically.', 'start': 3956.701, 'duration': 1.12}, {'end': 3959.122, 'text': 'Yeah, the code still runs.', 'start': 3957.841, 'duration': 1.281}, {'end': 3962.904, 'text': "But you also kind of, you're still, there's like virtual humans.", 'start': 3959.322, 'duration': 3.582}], 'summary': 'Communication with humans develops intelligence; absence leads to virtual human existence.', 'duration': 21.783, 'max_score': 3941.121, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A3941121.jpg'}, {'end': 4370.914, 'src': 'embed', 'start': 4342.386, 'weight': 0, 'content': [{'end': 4353.536, 'text': "Yeah, I know it's very important to worry about that, but the worry is an emergent phenomena to me, which is a very good one,", 'start': 4342.386, 'duration': 11.15}, {'end': 4362.267, 'text': "because I think these systems are actually, by encoding the data that exists, they're revealing the bias in society.", 'start': 4353.536, 'duration': 8.731}, {'end': 4365.229, 'text': "they're teaching us what the bias is.", 'start': 4362.267, 'duration': 2.962}, {'end': 4367.932, 'text': 'therefore, we can now improve that bias within the system.', 'start': 4365.229, 'duration': 2.703}, {'end': 4370.914, 'text': "So they're almost like putting a mirror to ourselves.", 'start': 4368.252, 'duration': 2.662}], 'summary': 'System encoding data reveals bias in society, enabling bias improvement within the system.', 'duration': 28.528, 'max_score': 4342.386, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A4342386.jpg'}], 'start': 3341.749, 'title': 'Impact of technology on empathy, emotional intelligence, ai bias, and long-term experiences', 'summary': 'Covers the dehumanizing effect of technology, the importance of emotional intelligence in communication, the concern of ai bias, and the correlation between emotional experiences and lasting memories, highlighting the potential for technology to be part of the solution, the complexity of inferring emotions from facial expressions, the need for introspection and improvement, and the correlation between emotional experiences and lasting memories, with a focus on creating empowering content.', 'chapters': [{'end': 3564.73, 'start': 3341.749, 'title': 'Empathy crisis in the digital age', 'summary': 'Discusses the impact of technology on empathy, highlighting the dehumanizing effect and the potential for technology to be part of the solution, while also acknowledging the challenges of digital interactions on empathy development.', 'duration': 222.981, 'highlights': ['The dehumanizing effect of technology on empathy is a significant problem, leading to an empathy crisis in our world today. The transcript emphasizes the dehumanizing impact of technology on empathy, raising concerns about how digital interactions can lead to an empathy crisis.', 'The potential for technology to be part of the solution to the empathy crisis is acknowledged but also raises concerns about the impact of digital interactions on empathy skills development, especially in younger generations. While suggesting that technology could be part of the solution to the empathy crisis, the transcript also expresses concerns about the impact of digital interactions on empathy development, particularly in younger generations.', 'The importance of nonverbal communication and face-to-face interactions in developing empathy is emphasized, with concerns raised about the potential impact of digital interactions on empathy skills and human connection. The transcript highlights the importance of nonverbal communication and face-to-face interactions in developing empathy, expressing concerns about the potential impact of digital interactions on empathy skills and human connection.']}, {'end': 4305.32, 'start': 3565.87, 'title': 'Emotional intelligence and communication', 'summary': 'Discusses the importance of emotional intelligence in human communication, decision-making, and behavior, emphasizing the complexity of inferring emotions from facial expressions and the impact of context on emotion detection. it also highlights the connection between emotional intelligence, language, intelligence, and consciousness.', 'duration': 739.45, 'highlights': ['The chapter emphasizes the importance of emotional intelligence in human communication, decision-making, and behavior, stating that emotions drive daily decisions and influence personal and professional lives. Emotions drive decision-making and influence behavior.', 'It highlights the complexity of inferring emotions from facial expressions, emphasizing the importance of considering contextual signals, such as voice, gestures, and physiological sensors, to accurately detect emotions. Emphasizes the complexity of inferring emotions from facial expressions.', 'The discussion explores the interconnectedness of emotional intelligence, language, intelligence, and consciousness, highlighting the intricate relationship between these aspects in human cognition and communication. Explores the interconnectedness of emotional intelligence, language, intelligence, and consciousness.']}, {'end': 4551.532, 'start': 4305.32, 'title': 'Ai bias in society', 'summary': "Discusses the concern of encoding bias into ai systems and the potential for ai to act as a mirror reflecting society's biases, emphasizing the need for introspection and improvement. it also highlights the use of aggregated data to understand audience response in content consumption, and the concern of a manic pace of content creation on platforms like youtube.", 'duration': 246.212, 'highlights': ["The concern of encoding bias into AI systems and the potential for AI to act as a mirror reflecting society's biases, emphasizing the need for introspection and improvement.", 'The use of aggregated data to understand audience response in content consumption, such as identifying smiling or laughing peaks in Netflix content.', 'The concern of a manic pace of content creation on platforms like YouTube, leading to a constant need for engaging content and potentially undervaluing silence and seemingly boring bits.']}, {'end': 4763.619, 'start': 4551.592, 'title': 'Long-term impact of experiences', 'summary': 'Discusses the importance of collecting long-term data on meaningful experiences and emotional impact, suggesting a correlation between emotional experiences and lasting memories, with a focus on creating entertainment and content that empowers and improves individuals over time.', 'duration': 212.027, 'highlights': ['The importance of collecting long-term data on meaningful experiences and emotional impact Collecting long-term data on meaningful experiences and emotional impact is discussed as crucial for understanding what moves and changes individuals over time.', 'Suggesting a correlation between emotional experiences and lasting memories The chapter proposes the idea of a correlation between emotional experiences and what individuals remember over time, indicating a potential link between emotional impact and lasting memories.', 'Focus on creating entertainment and content that empowers and improves individuals over time There is an emphasis on the need to create content and entertainment that not only entertains but also empowers and improves individuals, aiming to leave a lasting positive impact over time.']}], 'duration': 1421.87, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A3341749.jpg', 'highlights': ['The dehumanizing effect of technology on empathy is a significant problem, leading to an empathy crisis in our world today.', 'Emotions drive decision-making and influence behavior.', "The concern of encoding bias into AI systems and the potential for AI to act as a mirror reflecting society's biases, emphasizing the need for introspection and improvement.", 'Collecting long-term data on meaningful experiences and emotional impact is discussed as crucial for understanding what moves and changes individuals over time.']}, {'end': 5619.724, 'segs': [{'end': 4981.062, 'src': 'embed', 'start': 4948.497, 'weight': 0, 'content': [{'end': 4953.819, 'text': 'In all the years of leading Effectiva, an emotion recognition company like we talked about.', 'start': 4948.497, 'duration': 5.322}, {'end': 4958.941, 'text': 'what have you learned about emotion, about humans and about AI?', 'start': 4953.819, 'duration': 5.122}, {'end': 4964.317, 'text': 'Big, sweeping questions.', 'start': 4962.677, 'duration': 1.64}, {'end': 4965.798, 'text': "Yeah, it's a big sweeping question.", 'start': 4964.357, 'duration': 1.441}, {'end': 4977.121, 'text': 'Well, I think the thing I learned the most is that, even though we are in the business of building AI, basically right?', 'start': 4966.458, 'duration': 10.663}, {'end': 4981.062, 'text': 'It always goes back to the humans, right?', 'start': 4979.021, 'duration': 2.041}], 'summary': 'Leading effectiva revealed importance of humans in ai development.', 'duration': 32.565, 'max_score': 4948.497, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A4948497.jpg'}, {'end': 5113.39, 'src': 'embed', 'start': 5083.889, 'weight': 1, 'content': [{'end': 5085.31, 'text': 'Is that a compelling thing to you??', 'start': 5083.889, 'duration': 1.421}, {'end': 5085.871, 'text': 'Something you think about?', 'start': 5085.33, 'duration': 0.541}, {'end': 5086.971, 'text': "I think that's already happening.", 'start': 5085.891, 'duration': 1.08}, {'end': 5089.513, 'text': 'The thing I love, I love the movie Her, by the way.', 'start': 5087.072, 'duration': 2.441}, {'end': 5097.159, 'text': 'But the thing I love the most about this movie is it demonstrates how technology can be a conduit for positive behavior change.', 'start': 5090.214, 'duration': 6.945}, {'end': 5099.06, 'text': "So I forgot the guy's name in the movie.", 'start': 5097.339, 'duration': 1.721}, {'end': 5101.102, 'text': 'Whatever Theodore.', 'start': 5100.241, 'duration': 0.861}, {'end': 5105.425, 'text': 'Theodore. So Theodore was like really depressed right?', 'start': 5101.262, 'duration': 4.163}, {'end': 5110.589, 'text': "And he just didn't want to get out of, and he was just like done with life right?", 'start': 5105.445, 'duration': 5.144}, {'end': 5112.41, 'text': 'And Samantha right?', 'start': 5111.45, 'duration': 0.96}, {'end': 5113.39, 'text': 'Samantha, yeah.', 'start': 5112.79, 'duration': 0.6}], 'summary': "Movie 'her' demonstrates technology as conduit for positive behavior change.", 'duration': 29.501, 'max_score': 5083.889, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A5083889.jpg'}, {'end': 5329.562, 'src': 'embed', 'start': 5300.859, 'weight': 2, 'content': [{'end': 5309.926, 'text': "I think AI systems that can leave us, now this is for more social robotics than it is for anything that's useful.", 'start': 5300.859, 'duration': 9.067}, {'end': 5313.509, 'text': 'Like I hated if Wikipedia said, you know, I need a break right now.', 'start': 5310.526, 'duration': 2.983}, {'end': 5314.93, 'text': 'Right, right, right, right, right.', 'start': 5313.929, 'duration': 1.001}, {'end': 5316.731, 'text': "I'm like, no, no, I need you.", 'start': 5315.35, 'duration': 1.381}, {'end': 5326.7, 'text': "But if it's just purely for companionship, then I think the ability to leave is really powerful.", 'start': 5317.572, 'duration': 9.128}, {'end': 5328.521, 'text': "I don't know.", 'start': 5327.941, 'duration': 0.58}, {'end': 5329.562, 'text': 'I never thought of that.', 'start': 5328.561, 'duration': 1.001}], 'summary': 'Ai systems for social robotics should have the ability to leave for companionship.', 'duration': 28.703, 'max_score': 5300.859, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A5300859.jpg'}], 'start': 4764.92, 'title': 'Emotion detection challenges and ai human connection', 'summary': 'Explores challenges in emotion detection, critiques the reliance on facial expressions, discusses the evolution of technology, emphasizes a multimodal approach to emotion recognition, advocates for human connection in ai, and addresses ethical implications and data transparency.', 'chapters': [{'end': 4832.113, 'start': 4764.92, 'title': 'Challenges in emotion detection', 'summary': 'Discusses the challenges in emotion detection, including the criticism of relying solely on human facial expressions for emotion detection, as well as the evolution of technology in this field.', 'duration': 67.193, 'highlights': ['The criticism of relying solely on human facial expressions for emotion detection, as expressed by Lisa Feldman Barrett, is acknowledged and agreed upon by the speaker.', "The advancement of technology in the field of emotion detection, moving from dynamic Bayesian networks to deep learning, is highlighted as a significant evolution in the speaker's career.", "The speaker's agreement with Lisa Feldman Barrett's criticism is emphasized, indicating a shift in the understanding of emotion detection over the past 20 plus years."]}, {'end': 5619.724, 'start': 4834.636, 'title': 'Emotion ai and human connection', 'summary': 'Discusses the complexities of emotion recognition, advocating for a multimodal approach, emphasizing the importance of human connection in ai, and exploring the potential of emotion ai to improve human lives, while addressing the ethical implications and the need for transparency in data usage.', 'duration': 785.088, 'highlights': ['The importance of a multimodal approach in emotion recognition is emphasized, advocating for additional context information and different modalities and channels of information. Advocacy for a multimodal approach in emotion recognition, emphasizing the need for additional context information and different channels of information.', 'The significance of human connection in AI is highlighted, with a focus on celebrating humanity and the impact of technology on behavior change and emotional well-being. Emphasis on celebrating humanity and the positive impact of technology on behavior change and emotional well-being.', "The potential of emotion AI to improve human lives is explored, with a focus on the technology's ability to help individuals live happier, more productive, healthier, and more connected lives. Exploration of emotion AI's potential to enhance human lives by enabling happier, more productive, healthier, and more connected lifestyles.", 'The ethical considerations and the need for transparency in data usage for socially and emotionally intelligent machines are discussed, emphasizing the importance of data control and transparency. Discussion of the ethical considerations and the need for transparency in data usage for socially and emotionally intelligent machines, emphasizing the importance of data control and transparency.']}], 'duration': 854.804, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A4764920.jpg', 'highlights': ['The advancement of technology in emotion detection, from dynamic Bayesian networks to deep learning, is a significant evolution.', 'The importance of a multimodal approach in emotion recognition is emphasized, advocating for additional context information and different modalities.', 'The significance of human connection in AI is highlighted, focusing on celebrating humanity and the impact of technology on behavior change and emotional well-being.', 'The ethical considerations and the need for transparency in data usage for socially and emotionally intelligent machines are discussed, emphasizing the importance of data control and transparency.']}, {'end': 6600.174, 'segs': [{'end': 5696.626, 'src': 'embed', 'start': 5665.142, 'weight': 7, 'content': [{'end': 5666.002, 'text': 'Correct It does.', 'start': 5665.142, 'duration': 0.86}, {'end': 5667.223, 'text': 'Stuff from the face and the eye.', 'start': 5666.022, 'duration': 1.201}, {'end': 5674.692, 'text': "Exactly, like it's monitoring driver distraction and drowsiness, but they bought us so that we could expand beyond just the driver.", 'start': 5667.808, 'duration': 6.884}, {'end': 5682.677, 'text': 'So the driver monitoring systems usually sit the camera sits in the steering wheel or around the steering wheel column and it looks directly at the driver.', 'start': 5675.233, 'duration': 7.444}, {'end': 5690.942, 'text': "But now we've migrated the camera position in partnership with car companies to the rear view mirror position.", 'start': 5683.418, 'duration': 7.524}, {'end': 5696.626, 'text': 'So it has a full view of the entire cabin of the car and you can detect how many people are in the car.', 'start': 5691.002, 'duration': 5.624}], 'summary': 'Driver monitoring system now detects distractions, drowsiness, and occupants using rear view mirror camera.', 'duration': 31.484, 'max_score': 5665.142, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A5665142.jpg'}, {'end': 6018.343, 'src': 'embed', 'start': 5922.329, 'weight': 0, 'content': [{'end': 5924.29, 'text': "I mean, I'm sure you've experienced that, right? Oh, definitely.", 'start': 5922.329, 'duration': 1.961}, {'end': 5933.816, 'text': 'I think one of the biggest inventions or imperatives created by Tesla is like to me personally.', 'start': 5924.31, 'duration': 9.506}, {'end': 5939.559, 'text': 'okay, people are going to complain about this, but I know electric vehicle, I know autopilot, AI stuff.', 'start': 5933.816, 'duration': 5.743}, {'end': 5945.943, 'text': 'To me, the software over there, software updates is like the biggest revolution in cars.', 'start': 5939.859, 'duration': 6.084}, {'end': 5951.308, 'text': 'And it is extremely difficult to switch to that because it is a culture shift.', 'start': 5946.743, 'duration': 4.565}, {'end': 5957.154, 'text': "At first, especially if you're not comfortable with it, it seems dangerous.", 'start': 5952.889, 'duration': 4.265}, {'end': 5965.101, 'text': "Like there's an approach to cars, is so safety focused for so many decades that, like, what do you mean?", 'start': 5957.174, 'duration': 7.927}, {'end': 5967.483, 'text': 'we dynamically change code?', 'start': 5965.101, 'duration': 2.382}, {'end': 5973.587, 'text': 'The whole point is, you have a thing that you test like.', 'start': 5967.823, 'duration': 5.764}, {'end': 5979.551, 'text': "And like it's not reliable, because do you know how much it costs if we have to recall these cars?", 'start': 5974.267, 'duration': 5.284}, {'end': 5986.816, 'text': "And there's an understandable obsession with safety.", 'start': 5981.192, 'duration': 5.624}, {'end': 5995.384, 'text': 'but the downside of an obsession with safety is the same as with being obsessed with safety, as a parent is like.', 'start': 5986.816, 'duration': 8.568}, {'end': 6002.432, 'text': 'if you do that too much, you limit the potential development and the flourishing of, in that particular aspect, human being.', 'start': 5995.384, 'duration': 7.048}, {'end': 6004.315, 'text': 'but in this particular aspect, the software.', 'start': 6002.432, 'duration': 1.883}, {'end': 6009.598, 'text': "the, the artificial neural network of it and um, but it's tough to do.", 'start': 6004.915, 'duration': 4.683}, {'end': 6013.32, 'text': "it's really tough to do culturally and technically, like the deployment.", 'start': 6009.598, 'duration': 3.722}, {'end': 6018.343, 'text': "the mass deployment of software is really really difficult, but i hope that's where the industry is doing.", 'start': 6013.32, 'duration': 5.023}], 'summary': "Tesla's software updates are the biggest revolution in cars, causing a culture shift and safety concerns, but crucial for industry development.", 'duration': 96.014, 'max_score': 5922.329, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A5922329.jpg'}, {'end': 6440.087, 'src': 'embed', 'start': 6407.847, 'weight': 8, 'content': [{'end': 6414.333, 'text': 'that would understand me that you know, I also have a complex relationship with food, because I, you know,', 'start': 6407.847, 'duration': 6.486}, {'end': 6416.755, 'text': 'pig out too easily and all that kind of stuff.', 'start': 6414.913, 'duration': 1.842}, {'end': 6424.704, 'text': "So you try, you know, like maybe I want the refrigerator to be like, are you sure about this? Because maybe you're just feeling down or tired.", 'start': 6416.775, 'duration': 7.929}, {'end': 6426.445, 'text': "Like maybe let's sleep on it.", 'start': 6425.124, 'duration': 1.321}, {'end': 6429.689, 'text': 'Your vision of the smart refrigerator is way kinder than mine.', 'start': 6426.465, 'duration': 3.224}, {'end': 6440.087, 'text': "Is it just me yelling at you? No, it was just because I don't, I don't, You know, I don't drink alcohol, I don't smoke, but I eat a ton of chocolate.", 'start': 6429.709, 'duration': 10.378}], 'summary': 'Discussion about a complex relationship with food and desires for a kinder smart refrigerator.', 'duration': 32.24, 'max_score': 6407.847, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A6407847.jpg'}], 'start': 5619.744, 'title': "Smarteye's acquisition and ai in car experience", 'summary': "Discusses smarteye's acquisition, expansion beyond driver monitoring systems, and enriching car experience, challenges in automotive industry, smarteye's penetration into 94 car models, software-driven architecture, importance of softwareization in cars, enhancing safety, effectiveness, and human experience with ai, significance of interior sensing for autonomous vehicles, potential of ai in optimizing driving routes and creating personalized food management systems.", 'chapters': [{'end': 6002.432, 'start': 5619.744, 'title': "Smarteye's acquisition and future of car experience", 'summary': "Discusses smarteye's acquisition, its expansion beyond driver monitoring systems, and the potential to enrich the car experience, along with challenges faced in the automotive industry, including smarteye's penetration into 94 car models and the cultural shift towards software-driven architecture.", 'duration': 382.688, 'highlights': ["SmartEye's expansion beyond driver monitoring systems to include activity detection and rear cabin monitoring, with potential life-saving features like detecting forgotten babies in car seats, showcasing the impetus for the acquisition. SmartEye's migration of the camera position to the rear view mirror position enables full cabin monitoring, including activity detection and detection of forgotten babies in car seats, potentially leading to life-saving interventions.", "SmartEye's selection by 14 leading car manufacturers for 94 car models, highlighting the extensive penetration into the automotive industry, despite the challenges of working with car companies focused on cost. SmartEye's selection by 14 leading car manufacturers for 94 car models demonstrates its extensive penetration into the automotive industry, despite the challenges of meeting car companies' cost-focused needs.", 'The challenges in the automotive industry, including the time to market, cultural shift towards software-driven architecture, and the thin margin of operating in the car industry, emphasizing the high barrier to entry but long-term benefits once established. The challenges in the automotive industry, such as the time to market, cultural shift towards software-driven architecture, and thin margin of operating, highlight the high barrier to entry but long-term benefits once established in the car industry.']}, {'end': 6337.022, 'start': 6002.432, 'title': 'Softwareization of cars and autonomous vehicles', 'summary': 'Discusses the importance of softwareization in cars, emphasizing the potential to enhance safety, effectiveness, and human experience with ai, while highlighting the significance of interior sensing for both semi-autonomous and fully autonomous vehicles.', 'duration': 334.59, 'highlights': ['The importance of softwareization in cars is emphasized, with a focus on enhancing safety, effectiveness, and human experience with AI. Enhancing safety and effectiveness through faster updates and enriched human experience with AI.', 'The significance of interior sensing for both semi-autonomous and fully autonomous vehicles is highlighted, emphasizing its role in managing dynamics within the vehicle and ensuring driver safety. Managing dynamics within the vehicle, ensuring driver safety, and facilitating the transition of control between the car and the driver.', 'The potential benefits of driver sensing in semi-autonomous vehicles are discussed, focusing on managing the dynamics and transition of control between the car and the driver. Managing dynamics and transition of control in semi-autonomous vehicles.']}, {'end': 6600.174, 'start': 6337.202, 'title': 'Ai for personalized driving and food management', 'summary': 'Discusses the potential of ai in optimizing driving routes based on longitudinal data and creating personalized food management systems for individuals by recognizing patterns and emotions.', 'duration': 262.972, 'highlights': ['AI optimizing driving routes based on longitudinal data and making personalized recommendations for a better driving experience and route efficiency.', 'AI creating personalized food management systems by recognizing patterns and emotions, such as making just-in-time recommendations and reminders based on individual preferences and emotional responses.', 'The potential for AI to enhance daily systems like cars and refrigerators by recognizing human patterns, happiness, and efficiency, and providing personalized recommendations.', 'The need to address privacy concerns while implementing AI for personalized systems like driving and food management.']}], 'duration': 980.43, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A5619744.jpg', 'highlights': ["SmartEye's expansion beyond driver monitoring systems to include activity detection and rear cabin monitoring, showcasing the impetus for the acquisition.", "SmartEye's selection by 14 leading car manufacturers for 94 car models demonstrates its extensive penetration into the automotive industry, despite the challenges of meeting car companies' cost-focused needs.", 'The challenges in the automotive industry, such as the time to market, cultural shift towards software-driven architecture, and thin margin of operating, highlight the high barrier to entry but long-term benefits once established in the car industry.', 'The importance of softwareization in cars is emphasized, with a focus on enhancing safety, effectiveness, and human experience with AI.', 'The significance of interior sensing for both semi-autonomous and fully autonomous vehicles is highlighted, emphasizing its role in managing dynamics within the vehicle and ensuring driver safety.', 'The potential benefits of driver sensing in semi-autonomous vehicles are discussed, focusing on managing the dynamics and transition of control between the car and the driver.', 'AI optimizing driving routes based on longitudinal data and making personalized recommendations for a better driving experience and route efficiency.', 'AI creating personalized food management systems by recognizing patterns and emotions, such as making just-in-time recommendations and reminders based on individual preferences and emotional responses.', 'The potential for AI to enhance daily systems like cars and refrigerators by recognizing human patterns, happiness, and efficiency, and providing personalized recommendations.', 'The need to address privacy concerns while implementing AI for personalized systems like driving and food management.']}, {'end': 7178.042, 'segs': [{'end': 6752.107, 'src': 'embed', 'start': 6720.728, 'weight': 0, 'content': [{'end': 6721.228, 'text': "it's tricky.", 'start': 6720.728, 'duration': 0.5}, {'end': 6728.912, 'text': "it's really, really tricky because, like drinking is one of those things that's funny and hilarious and loves, it's social, the, the,", 'start': 6721.228, 'duration': 7.684}, {'end': 6734.175, 'text': "so on and so forth, but it's also the thing that, uh, hurts a lot of people, like a lot of people.", 'start': 6728.912, 'duration': 5.263}, {'end': 6735.596, 'text': 'like alcohol is one of those things.', 'start': 6734.175, 'duration': 1.421}, {'end': 6737.037, 'text': "it's legal, but it, it.", 'start': 6735.596, 'duration': 1.441}, {'end': 6741.099, 'text': "it's really damaging to a lot of lives.", 'start': 6737.837, 'duration': 3.262}, {'end': 6745.442, 'text': 'It destroys lives, and not just in the driving context.', 'start': 6741.179, 'duration': 4.263}, {'end': 6752.107, 'text': 'I should mention, people should listen to Andrew Huberman, who recently talked about alcohol.', 'start': 6746.423, 'duration': 5.684}], 'summary': 'Alcohol is a social and legal substance that also damages and destroys lives, affecting many people.', 'duration': 31.379, 'max_score': 6720.728, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A6720728.jpg'}, {'end': 6796.765, 'src': 'embed', 'start': 6767.857, 'weight': 1, 'content': [{'end': 6769.359, 'text': "Oh, you don't know Andrew Huberman.", 'start': 6767.857, 'duration': 1.502}, {'end': 6772.001, 'text': "Okay, listen, you'll listen to Andrew.", 'start': 6769.459, 'duration': 2.542}, {'end': 6773.702, 'text': "It's called Huberman Lab Podcast.", 'start': 6772.181, 'duration': 1.521}, {'end': 6774.963, 'text': 'This is your assignment.', 'start': 6774.082, 'duration': 0.881}, {'end': 6775.924, 'text': 'Just listen to one.', 'start': 6775.003, 'duration': 0.921}, {'end': 6782.85, 'text': 'I guarantee you this will be a thing where you say, Lex, this is the greatest human I have ever discovered.', 'start': 6776.284, 'duration': 6.566}, {'end': 6791.901, 'text': "Oh my God, because I'm really on a journey of kind of health and wellness and I'm learning lots and I'm trying to like build these, I guess,", 'start': 6783.533, 'duration': 8.368}, {'end': 6793.943, 'text': 'atomic habits around just being healthy.', 'start': 6791.901, 'duration': 2.042}, {'end': 6796.765, 'text': "So yeah, I'm definitely gonna do this.", 'start': 6793.963, 'duration': 2.802}], 'summary': "Andrew huberman's podcast, huberman lab, is recommended for health and wellness, with potential to impact habits positively.", 'duration': 28.908, 'max_score': 6767.857, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A6767857.jpg'}], 'start': 6600.474, 'title': 'Ai and vehicle wellness', 'summary': "Explores ai's potential in detecting alcohol-related impairment in drivers and the integration of sensors in vehicles to track emotional state, distraction, drowsiness, intoxication, heart rate, and breathing rate, highlighting challenges and potential impact.", 'chapters': [{'end': 6861.203, 'start': 6600.474, 'title': 'Ai in road safety research', 'summary': 'Highlights the potential of ai in detecting alcohol-related impairment in drivers, the challenges of collecting relevant data, and the recommendation of a health-related podcast by andrew huberman.', 'duration': 260.729, 'highlights': ["AI's potential in detecting alcohol-related impairment AI can help detect alcohol-related impairment in drivers, with more than 20% of road crash fatalities estimated to be alcohol-related.", 'Challenges of collecting relevant data Collecting a global dataset of drunk individuals in various conditions is challenging due to ethical and liability concerns, despite the potential benefits in road safety research.', "Recommendation of health-related podcast by Andrew Huberman Andrew Huberman, a neuroscientist, is recommended for his podcast 'Huberman Lab Podcast' which provides health-related wisdom and protocols based on scientific research, including the benefits of getting sunlight early in the morning."]}, {'end': 7178.042, 'start': 6862.182, 'title': 'Future of vehicle wellness', 'summary': 'Discusses the integration of various sensors in vehicles to track emotional state, distraction, drowsiness, intoxication, heart rate, and breathing rate to optimize the ride, highlighting the challenges in implementing user-focused responses and the potential impact on car companies.', 'duration': 315.86, 'highlights': ["The integration of sensors in vehicles to track emotional state, distraction, drowsiness, intoxication, heart rate, and breathing rate can optimize the ride based on the user's goals.", 'The challenges in implementing user-focused responses and the potential impact on car companies are being discussed, emphasizing the need for careful consideration of user experience and trust-building actions by the vehicle.', 'The importance of driver monitoring and interior sensing is highlighted, with the discussion of the technological feasibility and the necessity for car manufacturers to decide on user cases and responses.', 'The conversation also touches on the potential branding and style impact of technology inside vehicles, showcasing the role of car companies in deciding on the branding and user experience.', 'The discussion extends to the potential application of similar sensor integration in recreational boats, emphasizing the need to detect states both exterior and interior within the boat.']}], 'duration': 577.568, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A6600474.jpg', 'highlights': ['AI can help detect alcohol-related impairment in drivers, with more than 20% of road crash fatalities estimated to be alcohol-related.', 'Collecting a global dataset of drunk individuals in various conditions is challenging due to ethical and liability concerns, despite the potential benefits in road safety research.', "The integration of sensors in vehicles to track emotional state, distraction, drowsiness, intoxication, heart rate, and breathing rate can optimize the ride based on the user's goals.", 'The challenges in implementing user-focused responses and the potential impact on car companies are being discussed, emphasizing the need for careful consideration of user experience and trust-building actions by the vehicle.', 'The importance of driver monitoring and interior sensing is highlighted, with the discussion of the technological feasibility and the necessity for car manufacturers to decide on user cases and responses.']}, {'end': 9371.936, 'segs': [{'end': 7516.105, 'src': 'embed', 'start': 7490.547, 'weight': 2, 'content': [{'end': 7495.072, 'text': 'And then the company over time has shown that it takes privacy very seriously, that kind of stuff.', 'start': 7490.547, 'duration': 4.525}, {'end': 7495.812, 'text': 'But I just..', 'start': 7495.112, 'duration': 0.7}, {'end': 7506.439, 'text': 'Amazon is not always, in its social robots, communicated this is a trustworthy thing, both in terms of culture and competence.', 'start': 7496.633, 'duration': 9.806}, {'end': 7513.924, 'text': 'Because I think privacy is not just about what do you intend to do, but also how well, how good are you at doing that kind of thing.', 'start': 7506.459, 'duration': 7.465}, {'end': 7516.105, 'text': "So that's a really hard problem to solve.", 'start': 7514.544, 'duration': 1.561}], 'summary': 'Amazon prioritizes privacy and trust in its social robots, addressing culture and competence, but faces challenges in implementation.', 'duration': 25.558, 'max_score': 7490.547, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A7490547.jpg'}, {'end': 7672.402, 'src': 'embed', 'start': 7639.567, 'weight': 4, 'content': [{'end': 7646.112, 'text': 'Anything legged, honestly, but the humanoid form especially, we anthropomorphize it most intensely.', 'start': 7639.567, 'duration': 6.545}, {'end': 7648.575, 'text': 'And so the possibility.', 'start': 7646.733, 'duration': 1.842}, {'end': 7658.499, 'text': "to me it's exciting to see both Atlas, developed by Boston Dynamics, and anyone, including Tesla,", 'start': 7648.575, 'duration': 9.924}, {'end': 7663.7, 'text': 'trying to make humanoid robots cheaper and more effective.', 'start': 7658.499, 'duration': 5.201}, {'end': 7672.402, 'text': 'the obvious way it transforms the world is social robotics, to me, versus automation of tasks in the factory.', 'start': 7663.7, 'duration': 8.702}], 'summary': 'Exciting advancements in humanoid robot development by boston dynamics and tesla could transform social robotics and automation.', 'duration': 32.835, 'max_score': 7639.567, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A7639567.jpg'}, {'end': 7869.722, 'src': 'embed', 'start': 7836.957, 'weight': 7, 'content': [{'end': 7846.429, 'text': "But Do you have a sense, by the way, why it's so difficult to build a robotics company? Like why so many companies have failed?", 'start': 7836.957, 'duration': 9.472}, {'end': 7850.713, 'text': "I think it's like you're building a vertical stack right?", 'start': 7847.19, 'duration': 3.523}, {'end': 7855.256, 'text': 'Like you are building the hardware plus the software, and you find you have to do this at a cost.', 'start': 7850.733, 'duration': 4.523}, {'end': 7855.977, 'text': 'that makes sense.', 'start': 7855.256, 'duration': 0.721}, {'end': 7869.722, 'text': "So I think Jibo was retailing at like, I don't know, like $800, like $700, $800, which for the use case, right? There's a dissonance there.", 'start': 7856.017, 'duration': 13.705}], 'summary': 'Building a robotics company is challenging due to high costs for hardware and software, as seen with jibo retailing at $700-$800.', 'duration': 32.765, 'max_score': 7836.957, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A7836957.jpg'}, {'end': 7913.705, 'src': 'embed', 'start': 7883.789, 'weight': 0, 'content': [{'end': 7893.029, 'text': "I think for these home robots that are going to help you do stuff around the home, That's a challenge too, like the mobility piece of it.", 'start': 7883.789, 'duration': 9.24}, {'end': 7894.732, 'text': "That's hard.", 'start': 7893.81, 'duration': 0.922}, {'end': 7899.423, 'text': "One of the things I'm really excited with Tesla Bot is the people working on it.", 'start': 7894.973, 'duration': 4.45}, {'end': 7913.705, 'text': "And that's probably the criticism I would apply to some of the other folks who worked on social robots is the people working on Tesla Bot know how to they're focused on and know how to do mass manufacture and create a product that's super cheap.", 'start': 7900.393, 'duration': 13.312}], 'summary': 'Tesla bot aims to leverage mass manufacturing and mobility for home assistance.', 'duration': 29.916, 'max_score': 7883.789, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A7883789.jpg'}, {'end': 8035.428, 'src': 'embed', 'start': 8009.631, 'weight': 8, 'content': [{'end': 8014.574, 'text': 'Speaking of which, you have launched an extremely successful companies.', 'start': 8009.631, 'duration': 4.943}, {'end': 8015.415, 'text': 'You have helped others.', 'start': 8014.594, 'duration': 0.821}, {'end': 8017.136, 'text': "You've invested in companies.", 'start': 8015.455, 'duration': 1.681}, {'end': 8022.6, 'text': 'Can you give advice on how to start a successful company?', 'start': 8017.817, 'duration': 4.783}, {'end': 8028.564, 'text': 'I would say, have a problem that you really, really, really want to solve right?', 'start': 8024.601, 'duration': 3.963}, {'end': 8035.428, 'text': "Something that you're deeply passionate about and honestly take the first step.", 'start': 8028.584, 'duration': 6.844}], 'summary': 'Advice on starting a successful company: solve a deeply passionate problem and take the first step.', 'duration': 25.797, 'max_score': 8009.631, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A8009631.jpg'}, {'end': 8144.349, 'src': 'embed', 'start': 8115.086, 'weight': 9, 'content': [{'end': 8116.266, 'text': 'How are we gonna set boundaries?', 'start': 8115.086, 'duration': 1.18}, {'end': 8125.053, 'text': 'We came up with a set of core values that, in the hardest of times, we fell back on to determine how we make decisions.', 'start': 8116.907, 'duration': 8.146}, {'end': 8127.536, 'text': 'And so I feel like just getting clarity on these core.', 'start': 8125.233, 'duration': 2.303}, {'end': 8133.502, 'text': "like for us, it was respecting people's privacy, only engaging with industries where it's clear opt-in.", 'start': 8127.536, 'duration': 5.966}, {'end': 8136.705, 'text': "So for instance, we don't do any work in security and surveillance.", 'start': 8133.582, 'duration': 3.123}, {'end': 8141.368, 'text': 'So things like that just getting we very big on.', 'start': 8138.587, 'duration': 2.781}, {'end': 8144.349, 'text': 'you know, one of our core values is human connection and empathy, right?', 'start': 8141.368, 'duration': 2.981}], 'summary': 'Established core values guide decision-making, e.g., respect privacy, opt-in engagement, human connection.', 'duration': 29.263, 'max_score': 8115.086, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A8115086.jpg'}, {'end': 8187.993, 'src': 'embed', 'start': 8162.635, 'weight': 10, 'content': [{'end': 8169.86, 'text': 'If you care about people as much as you do, it seems like such a difficult thing to hire the right people.', 'start': 8162.635, 'duration': 7.225}, {'end': 8177.966, 'text': "I think early on as a startup, you want people who share the passion and the conviction because it's going to be tough.", 'start': 8170.881, 'duration': 7.085}, {'end': 8184.351, 'text': "I've yet to meet a startup where it was just a straight line to success, right?", 'start': 8178.746, 'duration': 5.605}, {'end': 8186.032, 'text': 'Even not just startup like.', 'start': 8184.831, 'duration': 1.201}, {'end': 8187.993, 'text': "even in everyday people's lives, right?", 'start': 8186.032, 'duration': 1.961}], 'summary': 'Startups need passionate and committed hires for success.', 'duration': 25.358, 'max_score': 8162.635, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A8162635.jpg'}, {'end': 8474, 'src': 'embed', 'start': 8447.759, 'weight': 11, 'content': [{'end': 8456.405, 'text': "So the way I like to think about it is like, if this company's successful, will this be a multi-billion slash, trillion dollar market or company?", 'start': 8447.759, 'duration': 8.646}, {'end': 8459.647, 'text': "And so that's definitely a lens that I use.", 'start': 8456.585, 'duration': 3.062}, {'end': 8461.969, 'text': "What's pre-seed??", 'start': 8460.468, 'duration': 1.501}, {'end': 8469.134, 'text': "What are the different stages? And what's the most exciting stage? Or no, what's interesting about every stage?", 'start': 8462.029, 'duration': 7.105}, {'end': 8469.374, 'text': 'I guess?', 'start': 8469.134, 'duration': 0.24}, {'end': 8474, 'text': "Yeah, so pre-seed is usually when you're just starting out.", 'start': 8469.594, 'duration': 4.406}], 'summary': 'Discussing the potential of a multi-billion/trillion dollar market, different stages of company growth, including pre-seed.', 'duration': 26.241, 'max_score': 8447.759, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A8447759.jpg'}, {'end': 8712.813, 'src': 'embed', 'start': 8690.322, 'weight': 12, 'content': [{'end': 8700.746, 'text': "So I'm really adamant in both investing in women-led AI companies, but I also would love to have women investors be part of my fund,", 'start': 8690.322, 'duration': 10.424}, {'end': 8702.947, 'text': "because I think that's how we drive change.", 'start': 8700.746, 'duration': 2.201}, {'end': 8708.471, 'text': "Yeah, so that takes time, of course, but there's been quite a lot of progress.", 'start': 8703.789, 'duration': 4.682}, {'end': 8712.813, 'text': 'But yeah, for the next Mark Zuckerberg to be a woman and all that kind of stuff,', 'start': 8708.531, 'duration': 4.282}], 'summary': 'Advocating for women in ai investment, aiming for diverse fund participation and progress.', 'duration': 22.491, 'max_score': 8690.322, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A8690322.jpg'}, {'end': 8796.699, 'src': 'embed', 'start': 8769.365, 'weight': 14, 'content': [{'end': 8772.608, 'text': 'But I think- Does it break your heart? It does.', 'start': 8769.365, 'duration': 3.243}, {'end': 8774.149, 'text': "Like a girl, but they're awesome.", 'start': 8772.648, 'duration': 1.501}, {'end': 8775.11, 'text': "They're my best friends.", 'start': 8774.249, 'duration': 0.861}, {'end': 8785.038, 'text': 'But yeah, I think the number one advice I would share is embark on a journey without attaching to outcomes and enjoy the journey right?', 'start': 8775.19, 'duration': 9.848}, {'end': 8796.699, 'text': "So you know, we often were so obsessed with the end goal A that doesn't allow us to be open to different endings of a journey or a story.", 'start': 8785.118, 'duration': 11.581}], 'summary': 'Embrace the journey without fixating on outcomes, allowing for different endings and possibilities.', 'duration': 27.334, 'max_score': 8769.365, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A8769365.jpg'}, {'end': 9050.801, 'src': 'embed', 'start': 9023.641, 'weight': 15, 'content': [{'end': 9031.207, 'text': "And to create true greatness and truly creative solutions to problems, you can't over plan it, you can't.", 'start': 9023.641, 'duration': 7.566}, {'end': 9033.048, 'text': 'And I thought that was,', 'start': 9031.687, 'duration': 1.361}, {'end': 9040.293, 'text': 'and so he generalizes it beyond AI and he talks about how we apply that in our personal life and our organizations and our companies,', 'start': 9033.048, 'duration': 7.245}, {'end': 9042.234, 'text': "which are over KPI'd right?", 'start': 9040.293, 'duration': 1.941}, {'end': 9044.536, 'text': "Like, look at any company in the world, and it's all like.", 'start': 9042.274, 'duration': 2.262}, {'end': 9045.156, 'text': 'these are the goals.', 'start': 9044.536, 'duration': 0.62}, {'end': 9050.801, 'text': 'these are the weekly goals and the sprints, and then the quarterly goals, blah, blah, blah.', 'start': 9045.156, 'duration': 5.645}], 'summary': 'True greatness and creative solutions require avoiding overplanning and excessive kpis.', 'duration': 27.16, 'max_score': 9023.641, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A9023641.jpg'}, {'end': 9265.858, 'src': 'embed', 'start': 9234.935, 'weight': 16, 'content': [{'end': 9236.136, 'text': 'Right, efficiency, oh my God.', 'start': 9234.935, 'duration': 1.201}, {'end': 9236.636, 'text': 'Yeah Yeah.', 'start': 9236.156, 'duration': 0.48}, {'end': 9237.297, 'text': "It's weird.", 'start': 9236.857, 'duration': 0.44}, {'end': 9238.718, 'text': "Yeah I mean, it's beautiful.", 'start': 9237.377, 'duration': 1.341}, {'end': 9240.92, 'text': "It's beautiful to see, and also social happiness.", 'start': 9238.738, 'duration': 2.182}, {'end': 9259.576, 'text': "Speaking of which, what role do you think love plays in the human condition, love? I think love is, yeah, I think it's why we're all here.", 'start': 9242.021, 'duration': 17.555}, {'end': 9265.858, 'text': 'I think it would be very hard to live life without in any of its forms, right?', 'start': 9259.596, 'duration': 6.262}], 'summary': 'Love is a crucial aspect of human life and essential for social happiness.', 'duration': 30.923, 'max_score': 9234.935, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A9234935.jpg'}, {'end': 9367.874, 'src': 'heatmap', 'start': 9286.931, 'weight': 1, 'content': [{'end': 9288.591, 'text': "I'm not even sure what feels better.", 'start': 9286.931, 'duration': 1.66}, {'end': 9291.211, 'text': 'Both, both are like that.', 'start': 9288.611, 'duration': 2.6}, {'end': 9293.712, 'text': 'Yeah, to give and to give love too, yeah.', 'start': 9291.231, 'duration': 2.481}, {'end': 9302.033, 'text': "And it is like we've been talking about an interesting question, whether some of that, whether one day we'll be able to love a toaster.", 'start': 9295.192, 'duration': 6.841}, {'end': 9307.915, 'text': "Okay In some small, I wasn't quite thinking about that when I said- The toaster.", 'start': 9302.053, 'duration': 5.862}, {'end': 9309.416, 'text': 'Yeah, like we all need love and give love.', 'start': 9307.935, 'duration': 1.481}, {'end': 9311.017, 'text': "That's all I was thinking about.", 'start': 9309.436, 'duration': 1.581}, {'end': 9312.979, 'text': 'I was thinking about Brad Pitt and toasters.', 'start': 9311.097, 'duration': 1.882}, {'end': 9314.159, 'text': 'Toasters, great.', 'start': 9313.079, 'duration': 1.08}, {'end': 9319.403, 'text': 'All right, well, I think we started on love and ended on love.', 'start': 9314.58, 'duration': 4.823}, {'end': 9322.125, 'text': 'This was an incredible conversation, Ron.', 'start': 9320.124, 'duration': 2.001}, {'end': 9322.806, 'text': 'Thank you so much.', 'start': 9322.185, 'duration': 0.621}, {'end': 9324.707, 'text': "You're an incredible person.", 'start': 9323.366, 'duration': 1.341}, {'end': 9333.731, 'text': "Thank you for everything you're doing in AI, in the space of just caring about humanity, human emotion,", 'start': 9324.747, 'duration': 8.984}, {'end': 9342.235, 'text': 'about love and being an inspiration to a huge number of people in robotics, in AI, in science, in the world in general.', 'start': 9333.731, 'duration': 8.504}, {'end': 9343.296, 'text': 'So thank you for talking to me.', 'start': 9342.275, 'duration': 1.021}, {'end': 9343.756, 'text': "It's an honor.", 'start': 9343.316, 'duration': 0.44}, {'end': 9345.336, 'text': 'Thank you for having me.', 'start': 9344.176, 'duration': 1.16}, {'end': 9346.877, 'text': "And you know, I'm a big fan of yours as well.", 'start': 9345.376, 'duration': 1.501}, {'end': 9348.318, 'text': "So it's been a pleasure.", 'start': 9346.937, 'duration': 1.381}, {'end': 9352.266, 'text': 'Thanks for listening to this conversation with Rana El-Khaloubi.', 'start': 9349.585, 'duration': 2.681}, {'end': 9355.968, 'text': 'To support this podcast, please check out our sponsors in the description.', 'start': 9352.787, 'duration': 3.181}, {'end': 9359.55, 'text': 'And now let me leave you with some words from Helen Keller.', 'start': 9356.849, 'duration': 2.701}, {'end': 9365.253, 'text': 'The best and most beautiful things in the world cannot be seen or even touched.', 'start': 9360.65, 'duration': 4.603}, {'end': 9367.874, 'text': 'They must be felt with the heart.', 'start': 9366.073, 'duration': 1.801}], 'summary': 'Discussion on love and ai, with gratitude and inspiration expressed.', 'duration': 80.943, 'max_score': 9286.931, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A9286931.jpg'}], 'start': 7178.062, 'title': 'The future of robotics', 'summary': "Discusses amazon's acquisition of irobot, the evolution of home robots, the potential of tesla bot, insights for startups, and the importance of diversity in tech and living a fulfilling life.", 'chapters': [{'end': 7271.427, 'start': 7178.062, 'title': "Amazon's acquisition of irobot", 'summary': "Discusses the potential impact of amazon's acquisition of irobot, highlighting the potential for home robots to revolutionize consumer behavior and experience.", 'duration': 93.365, 'highlights': ["iRobot's home robots could provide valuable insights into consumer behavior, potentially leading to improved consumer experiences and product recommendations.", 'The acquisition marks an interesting moment in time for the industry, as Amazon enters the space with a focus on impacting human beings.', 'The potential ubiquity of home robots, likened to microwaves or toasters, presents an exciting future prospect for consumer technology.']}, {'end': 7583.757, 'start': 7273.068, 'title': 'The evolution of home robots', 'summary': "Discusses the emotional connections people have with home robots, the potential for robots to aid in health management, and the challenge of earning trust with social robots, particularly focusing on roomba and alexa's trustworthiness.", 'duration': 310.689, 'highlights': ['People have built emotional connections with home robots, as seen with the naming and attachment to Roombas, leading to potential for motivating change. People have named their Roombas and built emotional connections with them, creating potential for motivating change.', "The potential for robots to aid in health management, exemplified by the company Catalia Health's focus on weight management, sleep, and eating better. Catalia Health focuses on building robots to aid in weight management, sleep, and eating better, exemplifying the potential for robots to aid in health management.", "The challenge of earning trust with social robots, particularly highlighted by the struggle to establish trust with Amazon's Alexa, and the importance of transparency and culture in building trust. The struggle to earn trust with social robots, particularly highlighted with Amazon's Alexa, and the importance of transparency and culture in building trust.", "The discussion of privacy concerns and the challenge of earning people's trust with social robots, emphasizing the need for openness, transparency, and a culture of respecting basic human rights and privacy. The discussion of privacy concerns and the challenge of earning people's trust with social robots, emphasizing the need for openness, transparency, and a culture of respecting basic human rights and privacy."]}, {'end': 8092.169, 'start': 7583.857, 'title': 'Tesla bot and the future of social robotics', 'summary': 'Discusses the potential of tesla bot, a humanoid robot designed for automation tasks, and its impact on social robotics. it highlights the significance of the humanoid form, the challenges in building robotics companies, and offers advice on starting a successful company.', 'duration': 508.312, 'highlights': ['The humanoid form of robots, such as Tesla Bot and Atlas, is designed for automation tasks in factories and has the potential to transform the world of social robotics. The chapter emphasizes the significance of the humanoid form in connecting with human beings and its potential impact on social robotics, suggesting a shift towards social robotics applications from automation tasks in factories.', 'Challenges in building robotics companies include the cost of building the whole platform for home robots, such as Jibo retailing at a high price, and the difficulty of mass manufacturing affordable robots with a focus on experience and design. The discussion outlines challenges in building robotics companies, including the cost and affordability of home robots like Jibo, and the difficulty of mass manufacturing affordable robots while maintaining focus on experience and design.', 'The advice for starting a successful company includes having a deeply passionate problem to solve, taking the first step without overthinking, and focusing on solving a problem for one person as a starting point. The chapter provides advice on starting a successful company, emphasizing the importance of deeply passionate problem-solving, taking the first step without overthinking, and focusing on solving a problem for one person as a starting point.']}, {'end': 8619.951, 'start': 8094.502, 'title': 'Startup insights: core values, hiring, and investing', 'summary': 'Highlights the importance of defining core values early on, hiring people who share the passion and conviction in a startup, and investing in companies with a clear, simple-to-explain idea and potential for multi-billion/trillion dollar market success.', 'duration': 525.449, 'highlights': ['Defining core values early on is crucial for decision-making and navigating toughest times, such as respecting privacy and human connection, even for a small team. The founders emphasized the significance of establishing core values early on, including respecting privacy and human connection, to guide decision-making and actions even for a small team.', "Hiring people who share the passion and conviction is vital for a startup's success, as it involves overcoming obstacles and challenges, and finding investors who align with the company's core values is essential for long-term support. The speaker stresses the importance of hiring individuals who share the passion and conviction, as well as finding investors aligned with the company's core values for long-term support.", 'Investing in companies with a clear, simple-to-explain idea and potential for multi-billion/trillion dollar market success is crucial, with a focus on early-stage companies and their potential for growth and market size. The speaker emphasizes the importance of investing in companies with a clear, simple-to-explain idea and potential for significant market success, particularly focusing on early-stage companies and their potential for market growth.']}, {'end': 9371.936, 'start': 8621.323, 'title': 'Diversity in tech and living a fulfilling life', 'summary': 'Discusses the challenges faced by women in the male-dominated tech and investment world, emphasizes the need for diversity in ai companies and investors, and advocates for living a fulfilling life by embracing the journey without fixating on outcomes. it also explores the impact of love and the balance between planning and spontaneity.', 'duration': 750.613, 'highlights': ['The challenges faced by women in the male-dominated tech and investment world is discussed. The speaker mentions the disproportionately male-dominated environment in a capital camp, where out of around 400 attendees, only 20 were women. The lack of diversity is highlighted, reflecting the prevalent gender disparity in the tech and investment sector.', 'Advocacy for diversity in AI companies and investors, particularly in supporting women-led AI companies and having women investors. The speaker expresses her strong desire to invest in women-led AI companies and have women investors as part of her fund, emphasizing the importance of diversity in driving change. This aligns with her goal to empower women in the tech and investment sector.', 'Embracing the journey without fixating on outcomes and enjoying the process is emphasized as a key advice for a fulfilling life. The speaker advises to embark on a journey without attaching to outcomes, highlighting the importance of enjoying the journey and being open to different paths. This philosophy encourages individuals to embrace the present and trust in the unfolding of their lives.', 'Balancing between planning and spontaneity is discussed, with an emphasis on not over-optimizing and over-planning in order to foster creativity and true greatness. The concept of not over-optimizing and over-planning, as highlighted by Kenneth Stanley, is explored. It is mentioned that over-planning can hinder creativity and the generation of game-changing ideas, advocating for a balance between setting goals and allowing flexibility for creativity.', 'The impact of love on the human condition and the significance of human connection is discussed. The conversation delves into the importance of love in the human experience, emphasizing its role in human connection and the innate desire for love. The speaker highlights the significance of both feeling loved and giving love, underscoring the profound impact of love on individuals and society.']}], 'duration': 2193.874, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/36_rM7wpN5A/pics/36_rM7wpN5A7178062.jpg', 'highlights': ['The potential ubiquity of home robots presents an exciting future prospect for consumer technology.', "iRobot's home robots could provide valuable insights into consumer behavior, potentially leading to improved consumer experiences and product recommendations.", 'The acquisition marks an interesting moment in time for the industry, as Amazon enters the space with a focus on impacting human beings.', 'People have built emotional connections with home robots, leading to potential for motivating change.', "The potential for robots to aid in health management, exemplified by the company Catalia Health's focus on weight management, sleep, and eating better.", "The challenge of earning trust with social robots, particularly highlighted by the struggle to establish trust with Amazon's Alexa, and the importance of transparency and culture in building trust.", 'The humanoid form of robots, such as Tesla Bot and Atlas, is designed for automation tasks in factories and has the potential to transform the world of social robotics.', 'Challenges in building robotics companies include the cost of building the whole platform for home robots and the difficulty of mass manufacturing affordable robots with a focus on experience and design.', 'The advice for starting a successful company includes having a deeply passionate problem to solve, taking the first step without overthinking, and focusing on solving a problem for one person as a starting point.', 'Defining core values early on is crucial for decision-making and navigating toughest times, such as respecting privacy and human connection, even for a small team.', "Hiring people who share the passion and conviction is vital for a startup's success, as it involves overcoming obstacles and challenges, and finding investors who align with the company's core values is essential for long-term support.", 'Investing in companies with a clear, simple-to-explain idea and potential for multi-billion/trillion dollar market success is crucial, with a focus on early-stage companies and their potential for growth and market size.', 'The challenges faced by women in the male-dominated tech and investment world is discussed, reflecting the prevalent gender disparity in the tech and investment sector.', 'Advocacy for diversity in AI companies and investors, particularly in supporting women-led AI companies and having women investors.', 'Embracing the journey without fixating on outcomes and enjoying the process is emphasized as a key advice for a fulfilling life.', 'Balancing between planning and spontaneity is discussed, with an emphasis on not over-optimizing and over-planning in order to foster creativity and true greatness.', 'The impact of love on the human condition and the significance of human connection is discussed, emphasizing its role in human connection and the innate desire for love.']}], 'highlights': ["The potential for robots to aid in health management, exemplified by the company Catalia Health's focus on weight management, sleep, and eating better.", "The protagonist's decision to pursue a PhD at Cambridge University despite cultural norms and familial disapproval is highlighted, showcasing her courage and determination.", 'The allure of TikTok and the challenge of adapting to new technology and programming languages.', 'The traditional beet soup borscht in Ukraine is a stereotypical food in the Slavic world, and the speaker emphasizes its deliciousness despite the initial impression of beet soup not sounding appealing.', 'The distinct Egyptian Darwesi mangoes, characterized by their oval shape and red color, are noted for their extra sweetness, highlighting the unique and desirable qualities of this particular type of mango.', 'The concept of building socially and emotionally intelligent machines and its implications on relationships with AI and with others.', 'The importance of chemistry and humor styles in successful relationships is emphasized, with the concept of using machine learning to measure and optimize inside joke generation in initial interactions.', "The protagonist's voluntary choice to wear the hijab, her familial support, and her personal journey of self-expression through it are discussed, shedding light on the significance of the hijab as a symbol of modesty and tradition.", 'The significance of interior sensing for both semi-autonomous and fully autonomous vehicles is highlighted, emphasizing its role in managing dynamics within the vehicle and ensuring driver safety.', "The protagonist's friendship with an Israeli colleague during her PhD at Cambridge University, amidst the backdrop of 9-11, highlights the potential for human connection and understanding across cultural and political divides.", 'The challenges of engineering serendipity in dating apps are addressed, highlighting the difficulty in creating random, chance encounters and the limitations of superficial matching criteria used by current dating apps.', 'The ethical considerations and the need for transparency in data usage for socially and emotionally intelligent machines are discussed, emphasizing the importance of data control and transparency.', 'The potential ubiquity of home robots presents an exciting future prospect for consumer technology.', "The meeting with Professor Rosalind Picard at a pattern recognition conference in Cambridge changed the trajectory of the narrator's life, leading to a postdoc opportunity at MIT.", 'The potential benefits of driver sensing in semi-autonomous vehicles are discussed, focusing on managing the dynamics and transition of control between the car and the driver.', 'The challenges faced by women in the male-dominated tech and investment world is discussed, reflecting the prevalent gender disparity in the tech and investment sector.', "The protagonist's son's fascination with robots and the positive reception of robots by children, highlighting the potential for robots to inspire and engage young people.", "The potential for robots to aid in health management, exemplified by the company Catalia Health's focus on weight management, sleep, and eating better.", "The potential for robots to aid in health management, exemplified by the company Catalia Health's focus on weight management, sleep, and eating better.", "The potential for robots to aid in health management, exemplified by the company Catalia Health's focus on weight management, sleep, and eating better."]}