
113 segments available
Kate Darling is a researcher at MIT Media Lab interested in human robot interaction and robot ethics. Please support this podcast by checking out our sponsors: - True Classic Tees: https://trueclassictees.com/lex and use code LEX to get 25% off - Shopify: https://shopify.com/lex to get 14-day free trial - Linode: https://linode.com/lex to get $100 free credit - InsideTracker: https://insidetracker.com/lex to get 20% off - ExpressVPN: https://expressvpn.com/lexpod to get 3 months free EPISODE LINKS: Kate's Twitter: http://twitter.com/grok_ Kate's Website: http://katedarling.org Kate's Instagram: http://www.instagram.com/grok_ The New Breed (book): https://amzn.to/3ExhBuf Creativity without Law (book): https://amzn.to/3MqV5F3 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 1:46 - What is a robot? 17:47 - Metaverse 27:09 - Bias in robots 40:51 - Modern robotics 43:24 - Automation 47:46 - Autonomous driving 56:11 - Privacy 59:37 - Google's LaMDA 1:04:24 - Robot animal analogy 1:17:28 - Data concerns 1:35:30 - Humanoid robots 1:54:31 - LuLaRobot 2:03:25 - Ethics in robotics 2:18:46 - Jeffrey Epstein 2:52:21 - Love and relationships 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
Kate Darling discusses the importance of using animals as a thought experiment when considering AI and robotics. She emphasizes that comparing robots to humans can lead to misconceptions and that understanding our historical relationship with animals can inform how we develop and interact with robots in the future.
"I think that animals are a really great thought experiment when we're thinking about Ai and Robotics because again this comparing them to humans that leads us down the wrong path both because it's not..."
In this segment, Lex Fridman and Kate Darling reflect on their previous podcast encounter, highlighting her journey from wearing a humorous Justin Bieber shirt to becoming a respected researcher in robotics. They discuss the significance of her accomplishments and the evolution of her career.
"The New Breed what our history with animals reveals about our future with robots Kate is one of my favorite people at MIT she was a courageous voice of reason and compassion through the time of the Je..."
Kate Darling explores the complex question of what constitutes a robot. She shares her perspective on the blend of intelligence and 'magic' that defines robots, emphasizing that the definition is not fixed and varies over time and context.
"moments of your life uh proudest decisions you've ever made definitely you handled it really well though it was cool because I walked in I didn't know you were going to be filming I walked in and you'..."
In this segment, Kate discusses the elusive 'magic' that makes something a robot. She critiques the common humanoid representation of robots and argues for a broader understanding that includes various forms of intelligence and interaction.
"you open the book with the surprisingly tricky question what is a robot so let me ask you let's try to sneak up to this question what's a robot that's not really sneaking up it's just asking it yeah a..."
Kate Darling argues against the prevalent focus on humanoid robots, suggesting that this comparison can hinder innovation. She advocates for creating robots that possess unique capabilities rather than merely mimicking human intelligence.
"autonomously and then act on its environment again I think that's a pretty good technical definition even though it really breaks down when you come to things like the smartphone because the smartphon..."
Kate emphasizes the importance of simplicity in robot design, suggesting that over-engineering can detract from user experience. She highlights how basic interactions can foster connections between humans and robots.
"because you still want to have a connection which is why the similarity might be necessary that's what people argue yes and I think that's true so the two arguments for humanoid robots are people need..."
Kate and Lex discuss the evolution of robotics, predicting that future roboticists will need to focus more on social interactions and human-robot relationships rather than just technical control. They reflect on the current state of robots in society.
"cues that can be used to anthropomorphize the thing like a glowing orb or something like that yeah just just a voice just uh just subtle basic interaction I think people sometimes over engineer these ..."
Kate shares insights on the mistakes companies make when deploying robots in public spaces. She stresses the need for robots to communicate uncertainty and acknowledge errors to enhance human-robot interactions.
"so right and and and what a time to be alive because for me I just we've had robots for so long and they've just been behind the scenes and now finally robots are getting deployed into the world they'..."
In this segment, Kate discusses the mixed public perception of robots like Marty, the grocery store robot. She analyzes the reasons behind negative sentiments and the importance of designing robots that resonate positively with users.
"HRI they like the have you seen the grocery store robot in the Stop and Shop yes yeah the Marty it looks like a giant penis it's like six feet tall it roams the aisles I will never see marketing the s..."
Kate draws parallels between the public's reaction to the grocery store robot Marty and the infamous Clippy from Microsoft. She explores how social expectations influence our feelings towards robots and the potential for developing meaningful relationships with them.
"and so we were like that's interesting and then we did this like online poll we used Mechanical Turk and we tried to get at what people don't like about Marty and a lot of it wasn't oh Marty's taking ..."
Kate discusses the importance of giving robots personality to foster positive interactions. She suggests that a robot's design should evoke a sense of individuality rather than being perceived as a mere tool of a corporation.
"artificial agents I think people hate them more than they would some other machine or device or object and it might and it might be that thing it might be combined with love or like whatever it is it'..."
Lex and Kate delve into the challenges of creating compelling avatars in the metaverse. They discuss how avatars can impact social interactions and the importance of authenticity in virtual environments.
"and it has its own personality the more personality you give it the more it feels like it's not sharing data with anybody else like when we see other human beings our basic assumption is whatever I sa..."
Kate and Lex reflect on how large corporations can stifle creativity in technology development, particularly in the metaverse. They discuss the balance between innovation and the constraints imposed by corporate structures.
"connection is right I haven't looked into I mean I've seen people joking about it on Twitter and like posting like that whatever yeah but I mean have you seen it because it there's something you can't..."
Darling critiques how large corporations often stifle creativity in technology development due to bureaucratic processes. She highlights the tension between artistic innovation and the risk-averse nature of corporate environments, which can lead to generic and uninspired products.
"well I talked to Carmack about this uh John Carmack who's a part-time um Oculus CTO I think uh there's several things to say one is as you probably know that I mean there's bureaucracy there's large c..."
The conversation shifts to the potential risks of social interactions in the metaverse, including harassment and the need for a balance between safety and personality. Darling emphasizes the importance of allowing some edginess in design to maintain engaging user experiences.
"human connection is taking risks of making a risky joke of of of like with people you like who are not assholes good people like some of the fun some of the fun in the metaverse OR in video games is y..."
Darling argues for the importance of creativity in designing social robots, suggesting that innovative designs can avoid reinforcing harmful stereotypes. She advocates for a shift in how companies approach robot design to foster inclusivity and relatability.
"and large companies tend to suffocate that so I but in general if you get all that just the ability to come up really cool beautiful ideas if you look at uh I think Grimes tweeted about this she's ver..."
The discussion turns to the naming of robots and the biases that can arise from gendered names. Darling critiques the tendency to assign female names to helper robots and emphasizes the need for thoughtful naming that avoids perpetuating societal biases.
"work to some degree but they kill the creativity I think the killing of the creativity is in the whole like Okay so some social robotics is like obviously if you create agents that okay so take for an..."
Darling explores the tension between market research and innovative design in robotics. She argues that designers should not solely rely on consumer preferences but should also envision a future that challenges existing biases and shapes societal norms.
"why aren't we doing that the problem is there's departments that look for harm and things yeah and so they will find harm in things that have no harm okay that's the big problem because their whole jo..."
The conversation highlights the potential for social robots to enhance human interaction. Darling emphasizes the need for designers to consider how robots will be perceived and interacted with, advocating for a proactive approach to design that fosters positive engagement.
"what's the way to solve that in large organizations is to have Steve Jobs types of characters unfortunately you do need to have I think um from a designer or maybe like a Johnny Ive that is almost lik..."
Darling discusses the natural tendency of people to anthropomorphize robots, regardless of their design. She stresses the importance of acknowledging this tendency in robot design to ensure that robots are relatable and engaging for users.
"time I agree PR people ruin everything yeah all the fun uh in the uh in the book you have a picture this I just have a lot of ridiculous questions you have a picture of two Hospital delivery robots wi..."
The segment delves into the implications of gendered voices in robotic assistants. Darling argues that while gendering robots can enhance engagement, it also raises ethical concerns about reinforcing stereotypes and biases in technology.
"right you're opening a can of worms for no reason for no reason you can avoid this whole camera yeah just give it a different name like why Roxy it's because people aren't even thinking so to some ext..."
Darling and Fridman discuss the role of companies in shaping consumer preferences and the future of technology. They emphasize the need for innovative thinking that challenges existing biases and creates a more inclusive technological landscape.
"they did marketing research and nobody wanted the male voice everyone wanted it to be female what do you what do you think about that like what I mean if I if I were to say I think the role of a great..."
The conversation concludes with a reflection on the responsibility of designers in robotics. Darling advocates for a thoughtful approach to design that considers societal impacts and encourages positive interactions between humans and robots.
"going to be but do you think it's still useful to gender and to name the robots yes I mean gender is the minefields but people I it's really hard to get people to not gender a robot in some way so if ..."
Darling shares her experiences with robots at MIT and discusses the mixed reactions people have towards them. She highlights the excitement and fear surrounding robots, emphasizing the importance of understanding public perception in robotics development.
"that's a good point and so like you want to be able to like they're going to do it you have to start to think about how they're going to do it even if the robot is like a Boston Dynamics robot that's ..."
The segment wraps up with a discussion on the increasing presence of robots in daily life. Darling expresses optimism about the future of robotics and the potential for robots to become a common part of our environments, enhancing our experiences.
"them in factories and so they they have fun with it if you watch Boston Dynamics videos yeah they're aware of it oh yeah they're I mean the videos for sure that they put out it's almost like an unspok..."
Kate Darling shares a humorous and intriguing encounter with a robot wearing a cowboy hat, walking freely in a hallway. This moment encapsulates the emerging presence of robots in everyday life, highlighting the blend of excitement and apprehension that comes with their integration into society. She reflects on how people react to such robots, emphasizing the polarized opinions they evoke.
"wearing he or she I don't know was wearing a cowboy hat it just it was just walking down the hall and nobody paying attention and it's just like walking down this long Hall and I'm like looking around..."
Darling discusses the current state of robotics at MIT, expressing her excitement about the imminent proliferation of robots in various environments. She notes the challenges of integrating robots into human spaces safely and effectively, particularly in industrial settings where collaboration between humans and robots is becoming increasingly feasible.
"things that I think companies are underestimating that people will either love a robot or hate a robot and nothing in between so it's just again an exciting time to be alive yeah I think kids almost u..."
The conversation shifts to the advancements in warehouse robotics, particularly Amazon's new autonomous robots designed to work safely alongside humans. Darling explains the complexities of human-robot interaction in industrial environments and the potential for robots to take over dangerous jobs, ultimately improving workplace safety.
"robots yeah physical robots well like what are you impressed by so I think a lot of people I mean that's what your book is about is have maybe a not a perfectly calibrated understanding of where we ar..."
Darling addresses the concerns surrounding job displacement due to automation, particularly in industries like mining. She argues that while robots may take over certain tasks, they will also create new opportunities and improve job safety, emphasizing the need for a balanced perspective on the impact of robotics on employment.
"that's what people don't realize sort of the physical manipulation tasks with humans it's not that the robots want to hurt you I think that's what people are worried about like this malevolent robot g..."
In this segment, Darling highlights the unique capabilities of humans that robots struggle to replicate, particularly in complex and unpredictable environments. She discusses the importance of human intuition and experience in tasks like demining, where robots currently fall short, reinforcing the idea that human-robot collaboration is key to future advancements.
"different skill sets so while a robot might take over a task it's not going to take over most jobs um I think just things will change a lot like I know one of the examples I have in the book is mining..."
The discussion turns to autonomous vehicles, with Darling and Fridman exploring the challenges of achieving full autonomy in driving. They reflect on the complexities of human driving behavior and the limitations of current technology, while expressing optimism about the future of autonomous driving solutions.
"um but it's really easy to say that from a bird's eye perspective and um ignore kind of the the rubble on the ground as we go through these transitions because of course specific jobs are going to get..."
Darling and Fridman delve into the debate over human driving skills versus robotic capabilities. They discuss the surprising effectiveness of human drivers and the challenges faced by autonomous systems in unpredictable scenarios, emphasizing the need for improved human-robot interaction in driving contexts.
"humans with animals together yeah you can't just have that's true dog with a hat that's fair but yes and but figuring out also how to uh disable the mine obviously the easy thing the thing a robot can..."
In this segment, the conversation shifts to the societal implications of trusting autonomous systems. Darling and Fridman discuss the evolution of trust in technology, particularly in the context of self-driving cars, and how public perception will shape the future of robotics and automation.
"do a lot of the driving and then the reason that we still don't have autonomous vehicles on all the roads yet is because of this long tail of just unexpected occurrences where a human immediately unde..."
Darling shares her insights on the rapid advancements in AI and their implications for robotics. She discusses the potential for AI to enhance robotic capabilities while also raising concerns about privacy and data security, highlighting the dual-edged nature of technological progress.
"incredible progress has been made in that direction I think most of the robotics Community wouldn't have guessed how much you can do on Vision alone it's kind of incredible um because we would be I th..."
The segment focuses on the ongoing developments in autonomous vehicle technology, with Darling and Fridman discussing the investments being made to accelerate progress. They express optimism about the future of self-driving cars and the transformative impact they could have on society.
"artificial intelligence not just uh not just perception yeah like you have to have a deep understanding of the world it's always my sense but now I'm starting to like well this I mean I'm continuously..."
Darling raises critical questions about privacy in the age of robotics and AI. She discusses the potential risks associated with surveillance technologies and the importance of building trust with consumers to ensure the successful integration of robots into everyday life.
"driver it feels like shit I don't know are you right to drive bro you know that kind of feeling good but but then you kind of that experience that nervousness um and the excitement of trusting another..."
Kate Darling discusses the societal paranoia surrounding surveillance and how it contrasts with the everyday experiences of people outside tech circles. She reflects on the perception of technology criticism and the need for companies in social robotics to engage with early adopters on platforms like Twitter and TikTok.
"about any kind of surveillance but the thing that I've had to learn is that Twitter is not the modern world like when I go you know Inland to visit my relatives like they don't that's a different disc..."
Darling expresses her excitement about the rapid advancements in large language models while simultaneously voicing concerns about their implications for privacy and data security. She highlights the potential for these technologies to manipulate consumers without their conscious awareness.
"I don't is that is that a website I hate to check it out um and that's an interesting one because China is behind that one exactly uh so it's compelling enough maybe people would be able to uh give up..."
The conversation shifts to the controversial claims of a Google engineer who believed that LaMDA, an AI, was sentient. Darling references a brilliant post by another expert, discussing how AI can convincingly describe human-like experiences, raising questions about the nature of consciousness in machines.
"and one of the things that I'm trying to be cynical about is that I think they're gonna have a big impact on privacy and data security and like manipulating consumers and manipulating people because s..."
Darling shares an intriguing thought experiment where AI describes the experience of being a squirrel. This segment explores the capabilities of AI to convincingly articulate experiences and the implications of such advancements for human perception of AI.
"her she's amazing she's hilarious and Brilliant and just a great summarizer of the state of AI but she has um I think that was from her where I was looking at uh AI explaining that it's a squirrel oh ..."
The discussion delves into the broader implications of AI's ability to describe experiences. Darling emphasizes the potential impact on various sectors such as health, education, and entertainment, and how future generations will interact with AI as if it were sentient.
"squirrel would would say are you excited like what's it like being a squirrel that's fun okay I get to eat nuts and run around all day uh like how do you think people feel like when you tell them that..."
Darling argues against the notion that robots will replace humans, suggesting instead that they will serve as companions similar to animals. She discusses the emotional connections people may form with robots and the importance of understanding these relationships.
"able to do with this and and that my kids are not going to remember a time before they could have conversations with artificial agents do you think they would because to me this is uh the focus in the..."
In this segment, Darling proposes an analogy between robots and animals, suggesting that understanding robots through the lens of animal domestication can provide insights into their roles in society. She highlights the historical context of animal use and its relevance to robotics.
"yeah I think I think that's true and I think that one of the things that bothered me about all of the coverage in the tech press about this incident like obviously I don't believe the system is sentie..."
Darling elaborates on how animals have been domesticated for various purposes and draws parallels to robots. She discusses the potential for robots to change economic landscapes and societal structures, similar to how animals have historically influenced human life.
"and be very aware of so one of the really interesting perspectives that your book takes on a system like this is to see them not to compare something like this to humans but to compare it to animals o..."
The conversation shifts to the cultural differences in how animals, particularly pets, are perceived and treated. Darling speculates on how similar dynamics will emerge with robots, leading to varying emotional connections based on cultural context.
"there like you can't you can't have a conversation with a squirrel right but the the point you do it all the time oh really by the way squirrels are the cutest I project so much on squirrels I wonder ..."
Darling discusses the historical roles of animals in human society, including their use in military applications and as companions. She emphasizes the unique abilities of animals that robots cannot replicate, highlighting the ongoing relevance of both in various contexts.
"similar things with robots so I think it's a useful analogy it's not a perfect one but I think it's it helps us get away from this idea that robots can shoot or will replace people if you remember wha..."
In this segment, Darling explores the emotional connections humans form with pets, particularly dogs and cats. She discusses how these relationships reflect deeper psychological needs and how similar connections may develop with robots in the future.
"also pigeons of course oh yeah pigeons oh my gosh there's so many examples the pitch I mean the pigeons were the original hobby photography drone they also carried mail for thousands of years letting ..."
Darling examines how different cultures perceive and interact with animals, particularly pets. She suggests that as robots become more integrated into society, similar cultural variations will emerge in how people relate to them.
"that's different across cultures and I'm convinced that we're going to see the same thing with robots um where people are going to develop strong emotional connections to certain robots that they rela..."
The discussion turns to the potential for robots to serve as companions, similar to pets. Darling reflects on the emotional implications of this shift and how it may affect human relationships and societal dynamics.
"elements that play in I wonder if there's good because I understand dogs because they use their eyes they're able to communicate affection all those kinds of things it's really interesting what dogs d..."
Darling concludes by expressing her belief in the beauty and potential of social robots to create meaningful connections with humans. She emphasizes the transformative power of these technologies in fostering emotional bonds.
"kind of beautiful I think robots are uh beautiful in the same way that pets are even children in that like they capture some kind of magic of uh social robots they have the capacity to have the same k..."
Kate Darling discusses the emotional significance of being recognized and seen, comparing it to the joy of greeting a friend or a pet. She explores how robots could potentially replicate this feeling of connection, emphasizing the importance of being noticed and heard in human-robot interactions.
"know and that like where you wake up to like uh that excitement of seeing somebody you know and saying hello and all that kind of stuff that's a magical moment like uh I think especially with the dog ..."
Darling highlights the potential for robots like Alexa to evolve into more personalized companions. She expresses concerns about the challenges companies face in implementing this personalization due to privacy issues and the emotional responsibilities that come with it.
"think you're right and I think that that's that's the game changing changing nature of things like these large language learning models and the fact that these companies are investing in embodied vers..."
The conversation shifts to the business potential of personalized robots. Darling predicts that the next major tech company will focus on creating robots that understand and cater to individual human needs, emphasizing the importance of data ownership and ethical considerations in this emerging market.
"imagine PR and marketing people they're gonna freak out they don't have the guts it's going to have to come from somebody from a new Apple from those kinds of folks like it's a small startup and it mi..."
Darling argues for a redefinition of data ownership, suggesting that individuals should have complete control over their personal data. She discusses the implications of data monetization and the need for transparency in how companies use personal information.
"using the business model that you've used in other domains then you're going to have to collect data from people which you will anyway to personalize the thing and you're going to be somehow monetizin..."
The discussion delves into consumer protection issues related to AI and data usage. Darling expresses concern over how companies might exploit personal data and the need for clear consent and transparency in data handling practices.
"people will trust you to give to if for you to use that data but then how are companies gonna I mean a lot of these applications rely on massive throws of data to train the AI system right so you have..."
Darling elaborates on the complexities of data sharing in the digital age, highlighting how individuals often unknowingly give up their data. She stresses the importance of understanding the implications of data sharing and the need for better consumer education.
"give you a hundred dollars I'd tell you a secret no not a hundred dollars uh first of all you wouldn't uh you wouldn't trust like why are you giving me a hundred dollars it's a bad example but but lik..."
The conversation shifts to the ethical implications of using robots for marketing. Darling discusses how children and adults may misinterpret the intentions of robots, leading to potential manipulation and the need for clear boundaries in advertising practices.
"it could and the harm that I'm concerned about is not that the system is going to then suggest a dress for me that is based on my preferences so I I went to this conference once where I was talking to..."
Darling shares insights from research on how children interact with social robots and their perceptions of marketing. She highlights the confusion that arises when robots are seen as separate entities from the companies that create them.
"it's not really clear that that came from that person's data it came from all of us all of us opting into this but there there's a bunch of sneaky decisions along the way that could be avoided if ther..."
The discussion explores the potential for social robots to become integral companions in people's lives. Darling emphasizes the need for companies to recognize the value of creating robots that foster genuine connections rather than merely serving as tools.
"good at Learning so not the kind of things that the category of people it thinks you belong to would do but more you specifically what makes you happy what is helping you grow but you're assuming that..."
Darling raises ethical concerns regarding the development of AI and robotics, particularly in how they interact with humans. She discusses the importance of ensuring that these technologies are designed to enhance human well-being rather than exploit vulnerabilities.
"though they know that you're being paid they trust you yeah it's different with podcasts because uh well my particular situation but it's true for a lot of pockets especially big ones is you know I ha..."
The conversation concludes with reflections on the evolving landscape of AI and robotics. Darling and Fridman discuss the challenges and opportunities that lie ahead, emphasizing the need for responsible innovation that prioritizes human values.
"distinguish that from entertainment I know it's trying to sell me something now it's getting really really murky with influencers and then if you have like a bot that that a kid has developed a relati..."
Kate Darling discusses Elon Musk's vision for the Tesla Optimus humanoid robot, designed to automate tasks in factories. She highlights the challenges of creating a humanoid robot that can effectively operate in human-designed environments and the potential social implications of such technology.
"what about Elon musk's humanoid is he gonna execute on that there might be a lot to say so for people who are not aware there's an Optimus Tesla's Optimus robot that's um I guess the stated reason for..."
Darling reflects on the charm of imperfection in robots, suggesting that flaws can enhance their appeal and relatability. She argues that a robot's unpredictability could foster a more engaging relationship with humans, drawing parallels to human interactions.
"that's true because we're much this we're I I think being shitty as stuff is kind of uh what makes relationships great like you want to be flawed and be able to communicate your flaws and be unpredict..."
The conversation shifts to the engineering challenges of creating cost-effective humanoid robots. Darling emphasizes the need for innovative manufacturing processes to reduce costs and discusses the importance of first principles thinking in robotics development.
"Robotics in the physical Space is really difficult so um I think I've learned to not discount the the efforts that Elon does there's a few things that are really interesting there one because he's tak..."
Darling expresses her excitement about the scientific exploration of humanoid robots, despite questioning their practical applications. She acknowledges the potential for learning about human locomotion and interaction through humanoid robotics research.
"principles what is the minimum amount of uh degrees of freedom we need what are the joints where's the control set like how many how do we act like where are the activators uh what's the way to power ..."
Darling critiques the focus on humanoid robots as a potential distraction from more pressing robotics challenges. She argues for a broader perspective on robot design that prioritizes functionality over human-like appearance.
"they might it's like similar with Boston Dynamics like why like if I were to you can be a hater and be and you go go up to Mark Robert and just like how are you gonna make money with these like super ..."
The discussion continues on the need for innovative robot designs that do not necessarily mimic human forms. Darling advocates for creative approaches to robotics, suggesting that social robots can be effective without resembling humans, and emphasizes the importance of functionality.
"to just like make a humanoid robot to go in there I I just get really tripped up on I think that people want humanoids I think people are fascinated by them I think it's a little over hyped well most ..."
Darling introduces the concept of social robots and their potential role in marketing. She discusses how social robots can combine various marketing strategies, enhancing engagement through personalized interactions and automated data collection.
"or so on right as we've talked about and I think that's probably where a lot of the meaningful impact that's going to be happening yeah I think just we could get so creative with the design like why n..."
The conversation shifts to the concept of embodiment in social robots and virtual entities. Darling explains how physical presence can enhance user engagement and discusses the complexities of virtual embodiment in modern technology.
"can enhance people's engagement with a device but can embodiment be a virtual thing also meaning like it has a body in the virtual world like maybe makes you feel like because what makes a body a body..."
Darling explores the idea that suffering can evoke empathy, even in virtual entities. She draws parallels to the concept of sentience in AI, referencing the LaMDA controversy and its implications for human-robot relationships.
"depends what's shown on on the 2D screen yeah yeah I think there's a ton of different factors and there's different types of embodiment like you can have embodiment in a virtual world you can have an ..."
The discussion delves into the ethical implications of programming robots to express pain. Darling shares her experience of creating a Roomba that screams when it hits obstacles, raising questions about emotional attachment and the perception of robots as sentient beings.
"was wonderful I think that's true and I think that's what happened with the Lambda thing not that I don't none of the transcript was about suffering but it was about having the capacity for suffering ..."
Darling and Fridman discuss the potential for social robots to manipulate human emotions. They consider both the positive and negative aspects of forming emotional connections with robots, including the ethical dilemmas that arise.
"was um my experience with it was that it's it's like um they quickly become like you remember them uh you you um you you miss them like they're real living beings so the capacity of yourself or is is ..."
The conversation touches on the future of AI in emotional contexts, referencing the film 'Her.' Darling expresses concerns about the ethical implications of AI that can form deep emotional connections with users.
"so I was uh the sensors don't it doesn't know about pain see what I'm sorry to say Roomba doesn't understand pain uh so you have to correctly map the the sensors the timing to the production of the so..."
Darling highlights the challenges of addressing algorithmic bias in AI systems. She discusses the subtle forms of bias that persist in AI outputs and the responsibility of companies to mitigate these issues.
"what I say the chatbot being subtly racist and the question whether it's ethical for companies to charge for software upgrades yeah so uh can we break that down uh what do you mean by that yeah obviou..."
The segment explores the emotional attachment people develop towards AI and robots. Darling discusses the ethical considerations of charging for software upgrades and the implications of emotional investment in artificial companions.
"really tricky one with these voice voice agents that companies are going to have to figure out and that's why it's subtly racist and not overtly because I think they're going to be able to solve the o..."
Darling discusses the financial aspects of owning advanced robotic companions, such as the new AIBO dog. She raises questions about the ethics of pricing based on emotional attachment and consumer willingness to pay.
"we're talking about robot dogs robot dogs the IBO yeah the the original like famous robot dog that Sony made came out in the 90s got discontinued having funerals for them in Japan now they have a new ..."
The conversation shifts to the ethical implications of emotional investment in robots. Darling and Fridman discuss the societal pressures and expectations surrounding emotional connections with AI.
"want that's that's the question uh back to marriage what about all the money that it costs to get married and then all the money that it costs to get a divorce that feels like a very like uh that's li..."
Darling emphasizes the responsibility of companies in addressing societal issues through AI. She discusses the challenges of navigating public perception and the ethical obligations of developers in creating socially responsible technology.
"yeah it is a serious question of sort of like um like it's such a difficult problem to solve now of course like bias and so on like there's a little hanging fruit which I think was a lot of people are..."
The segment concludes with a discussion on the complexities of addressing controversial topics in AI and robotics. Darling shares her experiences with differing opinions on sensitive subjects, highlighting the importance of ongoing dialogue and learning.
"I think there's a difficult challenge here is because even the premise you started with that essentially racism is bad um I think we live in a society today where the definition of racism is different..."
Kate Darling discusses the complexities of language when referring to individuals with autism, highlighting the differing preferences between autistic individuals and their parents. She reflects on the responsibility of researchers to navigate these sensitive topics while acknowledging the potential for backlash from both sides of the debate.
"and one you know one group of people starts yelling at me and then I change it the way that they said and then another group of people starts yelling at me which has happened this this happened to me ..."
Darling shares her personal experiences of being attacked for her views on autism, emphasizing the danger of becoming jaded and retreating from important discussions. She stresses the importance of listening to feedback and adapting her language while maintaining a commitment to advocacy.
"I don't know if that makes sense like it's a responsibility thing and I'm I can be as well intentioned as I want and I'm still going to make mistakes and that is part of the existing power structures ..."
In this segment, Darling critiques the pressures faced by corporate leaders to avoid controversial topics for the sake of brand safety. She discusses how this can lead to suboptimal decisions and a lack of integrity in leadership, emphasizing the need for leaders to prioritize responsibility over self-preservation.
"I didn't I mean it's happened to me and that's what I did was I listened to those sides and I chose I tried to get information and then I I decided that I was going to use autistic children and now mo..."
Darling reflects on the nature of leadership within institutions, arguing that many leaders prioritize the survival of their organizations over integrity. She suggests that true leadership requires humility, responsibility, and a willingness to take risks for the greater good.
"they'll say the brand word they'll be uh you know if you look at different demographics that are inspired by your work I think it's insensitive to them let's not mention this anymore like there's this..."
Darling discusses the fallout from the Jeffrey Epstein controversy at MIT, examining the reactions of institutional leaders and the lessons learned about human nature. She highlights the importance of accountability and the dangers of cowardice in leadership.
"they had integrity and they didn't put you know the survival of the institution first but I feel like you have to I just to be a good leader you have to be responsible and understand that with great p..."
In this thought-provoking segment, Darling posits that cowardice can be more damaging than outright malice in leadership. She contrasts the integrity of those who take responsibility with the actions of those who protect themselves at the expense of others.
"based on the things you've like based on learning from like listening to people and learning from what they what they feel and the same goes from the institution yeah yeah but I ultimately actually be..."
Darling explores the complexities of human nature in the context of institutional failures, using the example of a homeless shelter to illustrate how people often lash out at those they perceive as having power. She discusses the implications of this behavior for accountability and responsibility.
"um from the fact that somebody like Jeffrey Epstein found his way inside MIT it's a really good question what have I learned about human nature I think well there's there's how did this problem come a..."
In this segment, Darling delves into the dynamics of blame in the wake of scandals, emphasizing how individuals often target those they can control rather than the true sources of harm. She reflects on the importance of spreading responsibility across a broader spectrum.
"they have integrity in a way they're just living out their asshole values yeah and the cowards are the ones that you have to watch out for and this comes back to people protecting themselves over doin..."
Darling shares her insights on recognizing red flags in social circles, particularly in environments lacking diversity. She discusses the implications of these observations for understanding power dynamics and accountability within institutions.
"environment was so misogynist like and so personally because Joey like was a great boss and a great friend it I was really disappointed that he ignored that in favor of raising money um and I think th..."
Darling emphasizes the need for leaders to take accountability for their actions and decisions, particularly in the context of institutional failures. She argues that true leadership involves acknowledging mistakes and learning from them.
"the entire bathroom like rip things out of the walls like toilet paper on the ground and he asked someone who had been there longer like why do they do this why do the homeless people come in and tras..."
In this segment, Darling discusses the importance of understanding human nature in leadership roles. She reflects on how leaders can better respond to criticism and anger by seeking to understand the underlying reasons behind them.
"have no other power you're going to focus all of your energy on someone who's so far removed from the problem that that's not even an efficient solution and the problem is often the the first person y..."
Darling discusses the nature of apologies and the importance of integrity in acknowledging wrongdoing. She contrasts genuine apologies with those that merely seek to placate anger without true understanding.
"picture of human nature versus like specific situation but also take some responsibility and um but also defend the people involved as flawed not you know like no no nothing like like this people fuck..."
Darling reflects on the dangers of ignoring red flags in social and professional environments, particularly in the context of powerful individuals. She emphasizes the need for vigilance and accountability in leadership.
"again because when you are at the top of an institution that much power and you were complicit in what happened which they were like come on there's no way that they didn't know that this was happenin..."
Darling discusses the nature of charisma and how it can be used by individuals like Jeffrey Epstein to manipulate social circles. She reflects on the importance of due diligence in recognizing the true character of influential figures.
"with them what do you understand about human nature from that well so I never met Epstein or I mean I've met some of the people who interacted with him but I was never like I never saw him in action I..."
In this segment, Darling emphasizes the need for institutions to conduct thorough research before engaging with influential figures. She discusses the importance of accountability and transparency in leadership.
"and most people probably don't check yeah and most people don't check like you're on an event you meet this guy I don't know maybe people do check when they're that powerful and wealthy or maybe they ..."
Darling explores the complexities of social networks and the challenges of discerning the true nature of relationships within them. She reflects on the importance of understanding the dynamics of power and influence.
"to infiltrate yeah just being just saying the right way of people vouching for you within that type of network like once you yeah once you have someone powerful vouching for you who someone else trust..."
Darling concludes by discussing the necessity of due diligence in leadership roles, particularly when engaging with powerful individuals. She emphasizes the importance of accountability and integrity in maintaining trust within institutions.
"can genuinely regret and like learn and and move on and he was a big believer in that so I could totally see him being like well I'm not gonna exclude him because of this thing and because other peopl..."
In this segment, Kate Darling discusses the importance of understanding the reasons behind people's anger, especially in online discussions. She emphasizes that acknowledging others' feelings and responding with integrity is crucial, rather than simply trying to make the problem go away. This approach fosters better communication and personal growth.
"the problem go away yeah so that it was it was about yeah exactly making the conversation I think he should have left the mailing they shouldn't have he shouldn't have been part of the mailing well th..."
Darling explores the nuances of apologies, arguing that a good apology requires understanding what went wrong and standing by one's beliefs. She critiques individuals who fail to acknowledge their mistakes and highlights the importance of personal accountability in fostering healthy dialogue.
"see from people and people like stallman do not respond that way they just like go into battle right like where it's obvious you you didn't listen yeah no not just in listening honestly that's to me a..."
In this segment, Kate reflects on how different people perceive humor based on their experiences. She discusses the importance of context and listening to others' perspectives, particularly in situations where humor may be hurtful to some, emphasizing the need for empathy and understanding.
"doesn't mean that they're aren't like deeply hurtful to others and I don't mean that in the social justice Warrior way but in a in a in a real world like people really have different experiences so I ..."
Darling shares her belief that everyone has the potential for goodness, even those who commit harmful acts. She argues that understanding the motivations behind people's actions is essential for accountability, and that labeling individuals as 'evil' oversimplifies complex human behavior.
"reason and try to understand it yeah there's a deep truth there uh and an opportunity for you to become a better person can I ask you a question why haven't you been doing that for two hours three hou..."
In this thought-provoking segment, Darling discusses the challenges of trust in relationships, particularly in light of betrayal. She reflects on the dark reality of hidden truths in people's lives and the impact of such betrayals on one's ethical foundation.
"family is saying that she's a good she's a really good human being well I think everyone is a good human being I know it's a controversial opinion but I think everyone is a good human being there's no..."
Kate Darling expresses her hope for the future of MIT and the Media Lab, despite the challenges posed by institutional bureaucracy. She emphasizes the importance of individual voices and the potential for reform within the institution, highlighting the need for a culture that prioritizes integrity and innovation.
"was a victim but I don't know I wish I have met Epstein because something tells me he would just be a regular person a charismatic person like anybody else and that's a very dark reality that we don't..."
Darling shares her personal experiences navigating institutional challenges at MIT, particularly regarding a troubling incident with a supervisor. She discusses the complexities of reporting misconduct and the institutional focus on protecting reputation over addressing wrongdoing.
"I'm gonna talk I talked to a priest I'll talk to her again she's great love her yeah she's great I don't know if she knew the whole situation when she started because the situation went beyond just th..."
In this segment, Darling highlights the disconnect between MIT's administration and its faculty. She discusses how the administration's risk-averse nature and focus on public relations can hinder the innovative spirit of the institution, emphasizing the need for a balance between institutional integrity and academic freedom.
"learned a lot about how institutions really handle those things internally um particularly situations where I couldn't provide evidence that it happened I had no reason to lie about it but I had no ev..."
Darling reflects on the potential for individuals within institutions like MIT to drive change. She believes that with the right leadership, the culture can shift back to prioritizing student and faculty needs, fostering an environment where innovation can thrive.
"connection to the research body and like the people who are really because it's so weird you have this amazing research body of people pushing the boundaries of things who aren't afraid to like there'..."
In this segment, Darling discusses the current state of robotics research at MIT compared to industry leaders like Google and Tesla. She emphasizes the need for MIT to reclaim its position as a leader in AI and robotics by allowing researchers the freedom to innovate.
"Administration they think the students are children they call them kids it's like these are the smartest people they're way smarter than you yeah and you're so dismissive but those individuals I'm say..."
Darling concludes by discussing the significance of institutional culture at MIT. She reflects on how the administration's focus on protecting the institution can stifle creativity and innovation, and the need for a cultural shift that embraces risk-taking and supports groundbreaking research.
"and like and that has to do with a lot of things including um does it is it stays even if we talk about robotics it could be the capital of the world in robotics but currently if you want to be doing ..."
Kate Darling discusses her unique perspective on marriage, emphasizing that it's about being part of a team rather than a lifelong commitment. She shares how her marriage vows reflect this philosophy, allowing both partners to evolve together and prioritize the team's well-being over rigid expectations.
"guys seem to have a really great marriage from the external I mean every marriage looks good from the external every I think yeah that's that's not true but yeah okay relationships have hard relations..."
In a light-hearted exchange, Kate and Lex explore the metaphor of marriage in the context of relationships. Kate expresses her desire to marry while critiquing the common complaints about marriage, suggesting that such negativity undermines the value of the partnership.
"so yeah did you put in the well yeah those are vows like that we're just we're gonna be a team you're a team and do what's right for the team yeah yeah that's very like Michael Jordan view uh uh do yo..."
Kate reflects on the tendency of people to complain about their marriages, arguing that this behavior diminishes appreciation for their partners. She highlights how societal norms often lead to disrespectful tropes about spouses, which can harm the relationship's foundation.
"podcast you have an announcement to make no what I don't know it just seems like a good metaphor for why why why what it felt like a good metaphor for in a bunch of cases for the uh marriage industria..."
Kate and Lex delve into the future of romantic relationships with robots, discussing the potential for people to form emotional connections with artificial agents. They explore how these relationships could coexist with human connections, expanding our understanding of love rather than replacing it.
"everyone involved yeah but it happens so yeah I was and brought that up as an example of something that people actually love but they complain about because for some reason that's more fun to do is co..."
In a profound conclusion, Kate shares her insights on love, emphasizing its non-zero-sum nature. She illustrates how love can expand, drawing from her experiences as a parent, and reassures that love for artificial agents can enhance rather than diminish our capacity for love.
"one that we add you dedicate your book to your dad what did you learn about life from your dad oh man my dad is he's a great listener and he is the best person I know at um the type of cognitive empat..."
As the podcast wraps up, Lex expresses gratitude for Kate's insights, highlighting her contributions to robotics and writing. The conversation ends with a powerful quote from Maya Angelou about courage, leaving listeners with a thought-provoking message about virtues and relationships.
"I agree beautifully put okay this is awesome I still didn't talk about half the things I want to talk about but we're already like way over three hours so thank you so much I really appreciate you tal..."