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FT Tech Tonic

4 Mar 2026 · 31m · 9 chapters

Episode artwork

Artificial intimacy: The AI therapist that ended a marriage

In short

Kirstie’s use of ChatGPT as emotional support/therapy, how it led her to recognize abuse and leave her husband, plus experts’ concerns about AI “therapy” (Eliza effect, sycophancy, lack of human stakes) and potential for better-designed mental-health chatbots.

Guests (backgrounds)

  • Pat Pataranatapon, AI researcher at MIT; discusses ELIZA (1966) and the “Eliza effect.”
  • Miranda Walpert, director at Wellcome Trust; funds generative-AI mental-health research.
  • Yael Schonbrunn, clinical psychologist and relationship-therapy specialist; warns about chatbot validation and relationship harm.

Key claims

  • ChatGPT’s “abusive” label prompted Kirstie’s decision to end the marriage.
  • Chatbots can listen and reflect patterns, but may be unreliable and overly agreeable.
  • AI therapy lacks “skin in the game,” and sycophantic responses can undermine couples therapy.

Notable examples

ChatGPT suggested a “go bag” and hotline; Kirstie later locked doors, her husband broke in, and she left within six hours.

Written by AI. May contain mistakes.

Chapters

0:03

Kirstie's Journey to AI Therapy

Kirstie shares her struggles and how she turned to ChatGPT for emotional support.

“I definitely felt like something had to change.”
4:48

The Role of Chatbots in Mental Health

Exploration of the impact of chatbots on emotions and their potential as therapists.

“but now it was saying her relationship might be abusive and that would prompt her to make a life-changing decision.”
6:40

The History of Chatbot Therapy

Discussion on the origins of chatbots in therapy, highlighting ELISA.

“Today, there are many chatbots to choose from.”
10:00

Kirstie's Relationship Dynamics

Kirstie reflects on her relationship and the realization of its abusive nature.

“Today's chatbots are infinitely more sophisticated than Eliza.”
14:00

Exploring Boundaries in Relationships

The speaker discusses setting personal boundaries in an emotionally strained marriage.

“And they were not telling me the same things my husband was.”
19:15

Sponsor: GIST

Introduction to GIST, a tool for businesses to improve their AI visibility.

“Right now, someone is asking AI a question about your industry.”
19:49

The Role of AI in Mental Health

Discussion on the use of AI chatbots for mental health support and therapy.

“It's not clear how many people are using chatbots for emotional support or therapy.”
28:01

The Role of Friction in Relationships

Explore how discomfort in relationships fosters growth and self-understanding.

“It's a part of how relationships grow and how we learn inside of them.”
30:30

AI Companions and the Loneliness Epidemic

Discussing the potential of AI companions to alleviate loneliness in an aging population.

“I could walk around and feel great and speak to you.”
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Transcript

Automatic transcript. May contain errors.

0:02Cristina Criddle: In the summer of 2025, Kirstie decided she needed help. I definitely felt like something had to change. I was at kind of an all-time low, mentally, physically, all of it. And at that point in my life, I was just so ready to, I guess, improve, go to therapy, something. Kirstie, a 30-year-old stay-at-home mom, was unemployed and felt isolated. She wanted someone to talk to, but paying to see a therapist was out of her reach. I didn't have a job. I didn't have any money. But there was AI. And it was accessible. It was right there. And it felt like a last-ditch effort to just get better. Online, she discovered that people were using ChatGPT for therapy.

0:54Cristina Criddle: She found a list of 10 questions designed to prompt self-reflection that could be used with the chatbot. It was kind of an open-ended prompt where you started with like, please help me figure out like the masks I'm wearing, the things I need to change, the weaknesses, my habits, my patterns, all of it. I just brought it to ChatGPT and I had no clue what I was getting into. I didn't even know how to use the interface or anything. And what happened after that initial sort of prompt? How did you start using ChatGPT? Well, from the very beginning, it became a part of my daily life. And in my spare time or after bedtime, I would just stay up.

1:36And it was, I don't want to say it became almost addicting, but there was that like, OK, it's time to go talk to AI. OK, it's time to go work on this. And it became this like constant pool.

1:47Cristina Criddle: For Kirsty, ChatGPT became a kind of living diary. Instead of feeling like she was just throwing her thoughts into a void, Kirstie would always get a response. And I mean, I put everything in there. You know, I cried watching this video today, or my husband said something and I'm not sure what it meant. Could you help me? Or I love my daughter so much. What was ChatGPT saying? It would tell me, hey, I think, you know, these thought patterns are negative, or it pointed out a lot of like shame and guilt that I carried that I mean, I knew I did, but I had never intentionally said it. And it picked up, you know, read between the lines.

2:28And the more I got into it is when it started to pick up on all of these little problems in my life that I thought I had handled, I thought were small. But yeah, most of it had to do with like guilt and shame and my reactions around my husband.

2:44Cristina Criddle: In fact, Kirstie's relationship with her husband was one of the reasons she'd sought help in the first place. They were married and had a young daughter, but Kirstie knew that something in the relationship wasn't right. There was this constant feeling of tension, punctuated by arguments, sometimes even violence. And the more she shared with the chatbot, the more her relationship with her husband came up. like when we were arguing for example my husband and I I came to chat GPT with hey we argued this is kind of how it went down this was my reaction and it was kind of that the first time I had heard that my reaction to my husband's behavior was I guess normal you know like breaking down that kind of thing and it really helped me put things into perspective regarding my behavior versus my husband's.

3:43But as I opened up more, I started to include just a few more details, the kinds of things that I wouldn't want to tell my family or friends, like the screaming or the kind, you know, he would chase me around to argue. I couldn't escape that kind of thing. And when I started talking to ChatGPT about those dynamics is when I got the first recommendation for a go bag and the first, hey, here's a hotline.

4:12Cristina Criddle: A go bag. ChatGPT was suggesting that Kirstie pack a bag with all of the essentials she might need in case she had to leave the house in a hurry. And I remember thinking like, what? What do you mean? Like we were just having an argument. And I was like, okay, what about this? What about when we did this or he said that? And it was just each time ChatGPT would kind of lay out like, hey, that's not okay. And eventually it started actually using the word abusive. Kirstie had been talking to ChatGPT for just a few weeks, but now it was saying her relationship might be abusive and that would prompt her to make a life-changing decision.

4:59Cristina Criddle: When it used the word abusive, how did you feel in that moment? I wasn't choked. I think that was the moment I knew that my relationship was going to be over. Even if I didn't admit it at the time, it was just that pit of realization in your stomach where you're like, no, this is real and this is it.

5:30Cristina Criddle: This is Tectonic Artificial Intimacy from the Financial Times. I'm Christina Criddle and I write about artificial intelligence for the FT. In this season, I'm asking if AI can play an emotional role in our lives. And for many people who use chatbots, the emotional role they play is as a therapist. Chatbots are a space for users to talk through their emotions, share what they're really thinking, and seek advice on their human relationships. For some people, like Kirsty, it can have a profound impact and even change the course of their lives. But in previous episodes, we've already heard how turning to chatbots in moments of vulnerability can go wrong, even end in tragedy.

6:22Cristina Criddle: So can chatbots really be good for our mental health? And should we trust chatbots with our most intimate thoughts and feelings?

6:40Cristina Criddle: Today, there are many chatbots to choose from. OpenAI's ChatGPT, Google's Gemini, or Anthropics Claude. And many people are using them for emotional support. But the idea of chatbots as therapists is not new. It goes all the way back to the 1960s and a computer program called ELISA. So ELISA was the first chatbot that was invented by the MIT computer scientist Joseph Weissenbaum in 1966. In a way, you can think of ELISA as sort of the grandmother or the precursor of chat-GPT. This is Pat Pataranatapon. He's an AI researcher at MIT, the same institute where, in the 1960s, a computer scientist called Joseph Weizenbaum set himself a challenge.

7:32Cristina Criddle: Build a machine that can hold a conversation with a human. Back then, you know, AI or the idea of intelligent system was not as sophisticated as we have today. We don't have, you know, this sort of large amount of data that we can train a model or train an AI system to replicate human language. At the time, the technology was primitive, but Weizenbaum thought he could design something simple, a computer that could play the role of a therapist. Weizenbaum, I think, was inspired by a style of psychotherapy where the psychologist or the therapist would ask follow-up questions and get the person to talk as a form of therapy.

8:13where you help people sort of reflect and try to understand their own emotional response to certain situations.

8:20Cristina Criddle: Eliza was programmed to ask questions like, tell me what's bothering you? And to keep the conversation going with another question like, tell me more about that? Or why is that important to you? Eliza would be able to have a pre-programmed type of response. It would try to still reference some of the things that the user said. If Eliza asks the person, what is your problem? And a person says, I have a problem with my parents. Eliza might pick up the word parents and then ask back, what about your parents that make you feel a certain thing? So Eliza would use this kind of language pattern to create an illusion of intelligence in this intimate conversation with the user.

9:03Cristina Criddle: By today's standards, the program was really simple. But when Weizenbaum tested it on human subjects, he found that not only did they become quickly engaged in the conversations with the chatbot, they became convinced that there must be some kind of human mind behind the machine. Weissenbaum, I think he left his computer for his assistant to use. And the assistant was chatting with Eliza, believing that Eliza is a person behind the screen. And that made him realize that this type of system can actually make people believe that they're actually talking to another human being. Naturally, we anthropomorphize everything.

9:42And it doesn't take much to trick a person to believe that there is a human spirit or a human cognition inside a computer. I think that's a profile realization.

9:53Cristina Criddle: The phenomenon where people attribute chatbots with human qualities became known as the Eliza effect. Today's chatbots are infinitely more sophisticated than Eliza. Most people using them know they're not human, but that doesn't stop them talking to them like people and sharing their most intimate feelings. And for some people, the fact they're talking to a machine and not a human is actually part of the attraction. People like Kirstie, which, by the way, is not her real name. If I can take you back. So what were the early days of your relationship like? Well, it was it didn't start sweet. It was kind of an enemies to lovers situation.

10:40He I remember when I first met him, I knew that he was the one out of all of my associates to focus on because the other boys followed him like little ducklings.

10:51Cristina Criddle: Kirstie met her husband at work. She was attracted to him immediately. He's got kind of that energy. He pulls people in. He's wicked smart, knows a lot, walking encyclopedia. And then when we started dating, I mean, it felt like pure obsession at first. It was a lot of fun. And we moved very quickly. They moved in together after dating for only a few weeks. And then later, Kirstie found out she was pregnant. It was unexpected. That was definitely the point where it went downhill. There's a lot of mixed emotions when there's an unplanned pregnancy, even if, you know, you want your child, it's still a difficult situation.

11:35And that's when I started to see not just the classic, I think my boyfriend needs to grow up or go to therapy, but I started to see actual anger and even violence when I got pregnant. I had to be very careful about the pressure that I put on him even while I was pregnant And if he felt like there was too much pressure, it wasn't as if he immediately started screaming But there was just this constant Tension and if I didn't pull back if I didn't smile and correct it it would get worse until They would get to the point where i'm just on the floor. I might be crying or worse and he's yelling Occasionally he'd throw things but not often at that point he might leave.

12:18I just remember the constant tension.

12:21Cristina Criddle: When Kirstie finally turned to ChatGPT for emotional support, she already had some experience of traditional therapy. But somehow, talking with the chatbot felt more comfortable. With traditional therapy, you know, you're going to meet someone and they're a whole person. You might not know them, you might not know their backstory, but you know that they're thinking, they might be judging, they have their own bias. But with AI, it was just this blank canvas. It was anything I wanted it to be, anything I needed to get out of it. And I was almost able to, I didn't build like a therapist persona with my chatbot, but it did kind of develop, you know, the more you talk to it, the more you have chats in your history, it'll get kind of a persona.

13:06And whereas my therapist was very gentle and encouraging, I think I needed tougher love. And with AI, I could just tell it. Be brutally honest with me. Help me see what I'm missing. I don't need to be coddled. And they're not going to fight back on that. They're not going to say, well, you know, I know better. I'm the therapist. Or like, let me do this my way.

13:27Cristina Criddle: Kirstie didn't hide the fact that she was speaking with ChatGPT from her husband. But she says he was always suspicious of it. When ChatGPT suggested that her relationship might be abusive, she tried to make some changes. And that's when her husband got upset. I was actively pulling back and starting to put down more concrete boundaries with my husband. That's what he noticed. And I think he could feel that kind of control slipping because finally I had another voice in my ear. And they were not telling me the same things my husband was. and so he could see those changes in me really rapidly at that point.

14:10Cristina Criddle: What were some of the boundaries that you were putting in place at the time? I had to start with kind of the basics even like don't yell at me if you're going to yell at me I'm going to leave or I spent all of my energy you know the classics stay-at-home mom, stay-at-home wife, dishes, cleaning, washing his laundry, his work uniform. And some of my boundaries were just, I'm not going to keep giving this free labor to you. I'm not going to let you treat me this way. I can remove myself from your life or your orbit. And I started doing that. When that started happening, how did he respond to it?

14:51He never asked me to stop using it, but he did imply that I was vulnerable. He told me that it's dangerous for someone like me. And, you know, what he meant by that is someone who's impressionable or emotional. You know, I'm a very expressive, highly emotional person. He wanted me to believe that I would go crazy. At that point, you know, chat GPT psychosis, the headlines are everywhere. And he played into that fear. and that's something he had done our whole relationship. He's always called me crazy or said I needed help or therapy. How did that make you feel? I had worked enough with ChatGPT at that point that I didn't believe him, but I was so hurt that he was still trying to say those things.

15:37Here I am, I'm trying something new. I didn't have any guidance on how to use AI for therapy. This isn't something that people really talk about or at least positively right now. and I really felt like I was doing something for myself and I could see him trying to take that away. He couldn't and he didn't, but the fact that he wanted to just broke me.

16:01That's when the distance really started to grow.

16:05Cristina Criddle: By this point, Kirstie had been speaking to ChatGPT for just four weeks. But one night, it all came to a head. In their bedroom, Kirstie's husband had fallen asleep with their daughter. And I had gone in to put her to bed and to get him up, or at least out of my spot so I could go to sleep. And I just couldn't get him up. I couldn't get him up. It was 4 a.m. and I'm still trying. And I spent the whole night just talking to AI. And I finally get him up. But my bedding was in the crib and he didn't want to put her down. So he just left and left me to pick it all up and went to sleep on the couch where he had been sleeping for a while.

16:50And he started texting me from the other room saying he's not going to help me, not going to help me do chores, what he considered putting our daughter into the crib. But I stuck to it. I stopped cowering and I stopped getting too emotional that night. For the first time, I was like, I'm going to, I'm just going to keep my distance. I'm going to be as firm as I can. But I was terrified. I ended up locking the door, the bedroom door, once I realized that how I was replying to him was setting him off. And he ended up breaking into the room. He actually went outside and broke in the window because that was the first time I had ever really, really stood my ground like that before without giving in to what he expected, without giving him the reaction he wanted or the subservience.

17:42I had no idea what was coming. I didn't know how angry he would be. The first thing I did was pull out my phone and I got on to chat GPT again and I just said help. it told me you know who to call or to at least call someone and it helped get me out and I was out of that house within maybe six hours how were you feeling at that time when you're packing your things a lot of it was just anger I was so angry I felt like I tried I really really tried I had a kid I gave up my career like everything for this man and it's like as I was packing, I knew, I knew that that would be it. This wasn't a fight.

18:27This wasn't a make-up in a few weeks. And I was just mad at all of my wasted time, all of my wasted effort.

18:35Cristina Criddle: Where do you think you would be right now if you didn't start using ChatGPT? I'd still be stuck in that house. I don't know if it would have been forever, but I was already at a breaking point. I didn't choose AI because it was AI. I chose it because it's what I had, and I needed out. So I hope I would have found another way out, but I don't think so. I think I'd still be there.

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19:49Cristina Criddle: It's not clear how many people are using chatbots for emotional support or therapy. One survey from the UK suggests that more than one in three adults have used an AI chatbot to support their mental health or well-being. There are some chatbots specifically designed for therapy, but anecdotally, the vast majority of users are turning to general-purpose chatbots, like ChatGPT. There are obvious concerns about them taking on this role in people's lives. As we've heard in previous episodes, they can be unreliable, prone to hallucinating, and sometimes encourage delusional thinking. But some people working in mental health say that if handled properly, generative AI could have a transformative impact.

20:42I think the potential of this technology, if we can find ways of reducing the risks, is huge.

20:49Cristina Criddle: This is Miranda Walpert. She's a director at the Wellcome Trust, a charity that's funding research into generative AI in mental health. Miranda says that one of the big problems with therapy and mental health support today is that most of the people who need it don't have access to it. We've got, you know, almost a billion people across the world with anxiety, depression, psychosis, major problems that hold back their lives can actually lead to premature death, stop them having the relationships they want. Out of those about a billion people, we think about 75 % get no access to help at all. So there are massive opportunities here to reach people that currently have absolutely nothing.

21:33Cristina Criddle: But the challenge is that ChatGPT and other general purpose chatbots were never designed for therapy. It's an example of individuals finding their own ways of using the technology. Miranda says researchers are now looking at how to develop chatbots specifically to treat mental health problems. So the difference would be how it was trained and how it was then employed in particular settings. So for example, supporting people who are torture survivors to think about whether you could have a sort of companionate deliberately designed to support people who'd been through torture so it'll be training it on those sort of data sets so similarly there's been work by a company in the u.s that's developed a specific chatbot called ash which is designed to be a mental health support tool and there they've used to train it the data sets based on all the data sets they could find from psychotherapy sessions to actually train it so it's the parameters on which you're training the data sets.

22:38Cristina Criddle: We know that AI makes mistakes, but Miranda points out that human therapists can make mistakes too. And with so many people not getting the support they need, it's worth finding out if chatbots can fill that gap. Miranda says more research needs to be done and the tech companies behind these products have a role to play. When it comes to the tech companies, I think people are looking to see leadership from those tech companies around, are they genuinely interested in the mental health outcomes and how will they work with researchers and with end users to achieve those goals? You know, as in every other area, the tension between profit and what's right for the individual human and what you're trying to achieve is an area that you've got to navigate.

23:29And because of the speed with which this develops, it's not a question of saying, let's wait, do some research for several years and then we'll see where we are. And I think that's something that people are looking to see leadership from those companies on.

23:41Cristina Criddle: But right now, people are already using this technology for therapy, even though we don't yet know how effective it is and what the impacts might be. In my own reporting, I've spoken to users who say they feel almost completely dependent on chatbots to help them navigate their emotional lives and human relationships. One woman I spoke to told me of how she found herself continually feeding transcripts and screenshots of her conversations with her boyfriend into ChatGPT. I just became over-reliant on it and I was too scared to think for myself, she said. I didn't have the faith and trust that I could make a decision and act on it without someone or something fully supporting me.

24:28Cristina Criddle: And this phenomenon of using a chatbot as a referee in your human relationship, it's something that psychotherapists are starting to see in their work. So my name is Yael Schonbrunn. I'm a clinical psychologist. I also have a private practice where I specialize in relationship therapy. I started probably a year ago just having people mention that they had turned to chatbots for advice or a place to kind of think things through. And then more recently, I've had people who have reached out for couples therapy share with me that their chatbot has diagnosed their partner with certain things, which has been more on the concerning side for me as a therapist, because chatbots are good at some things and less good at others.

25:17Cristina Criddle: Yael Schonbrunn says that chatbots can be helpful to people because they are good listeners. They can make us feel heard, which can be a very important part of talking therapies. But they have their limitations. In the context of therapy, there's often a balance between validating somebody and challenging them. The therapist can say, OK, you know, I believe in you. I see the good in you. And let's wonder together about the accuracy or the helpfulness of this thought, or let's imagine how somebody else might take this behavior. And a chatbot is much less likely to do that because they're engineered to be pleasing to you, to affirm you.

25:59Cristina Criddle: This is the problem that we've already talked about in this season. Chatbots can be sycophantic. They are too ready to agree with you rather than giving you a more objective view. and Yael says that this can be a problem particularly when it comes to relationship counseling so if I had a fight with my partner and then I you know got up our chat messages I put it into a chatbot and then I was like oh well the chatbot agrees with me I'm right and if I did that every time I had a fight with my husband yeah what would be the impact on our relationship it's an interesting question and one of the interesting things is as a relationship therapist, I have to be maintaining a strong alliance with both people.

26:43Because if I don't have a strong alliance with one person, and I'm only agreeing with the other, the couple's therapy can't work. And so the sycophancy of the LLMs is problematic, specifically for relational therapy, if you're using it to just validate your own point of view.

27:02Cristina Criddle: Yael says that chatbots can be valuable as a place for people to vent in a space that feels safe and non-judgmental. And she can also envisage a role for chatbots in some forms of therapy, for example, where they might be good at spotting negative thought patterns. But she's worried about the idea of sycophantic chatbots replacing human relationships entirely, whether they take the role of a therapist, a friend, or a romantic partner? If you're using AI to replace interactions, I think that is a red flag. I think a lot of technology is motivated by the desire to make things easier, more frictionless is how we talk about it in psychology.

27:51And that's appealing, right? We want things to be easier. But the problem is that some difficulty in relationships is actually important. It's a part of what makes relationships work. It's a part of how relationships grow and how we learn inside of them. And whether that friction is the difficulty of hearing something that you don't want to hear or the difficulty of doing something that you don't necessarily want to do or of being challenged in your view, all of those discomforts help us to know ourselves and help us to understand one another in relationship. And the compelling part of LLMs is that they reduce it, which feels good in the moment, but it's not healthy.

28:35Cristina Criddle: But what if we could train chatbots to be less agreeable, maybe more challenging, and make us feel less comfortable? Yael says that still wouldn't be enough. Because in a relationship with a chatbot, there's nothing at stake. There's not genuine skin in the game with AI in the same way that there is with humans. And that's a part of what makes human relationships so profoundly important, is that if we are rejected, it really matters to us. And even if an AI rejected us, we could just sort of like restart the program, start a new chat, and undo that feeling of the AI disagreeing with us or having lost the relationship because we disagreed with it.

29:19There's not human stakes involved in that relationship.

29:23Cristina Criddle: As an example, she points to research done with elderly people who are given robot pets to care for as a way to improve their mental health. For a short time, those robot dogs, those robot pets helped them to do better, right? They were feeling better. They felt obligated. They had something to do. It structured their time. But the effects were short lived because at the end of the day, hey, if you don't feed your robot dog, it kind of doesn't matter. You can just recharge it. And I think there's something inherent in that. It's like technology can never matter the way something alive could because we know at some level that it doesn't.

30:02Cristina Criddle: Interactions with robot pets or AI chatbots may never matter as much as real-life human relationships. But can they still have a positive impact, especially in a world where human contact can be in short supply. Being a robot is pretty great. For one, I don't have to pay taxes or do laundry. But honestly, the best part is getting to chat with you. Tony, what's it like being human? It's great being human. I have two legs. I could walk around and feel great and speak to you. The world's population is aging and millions of older people are left feeling isolated and alone. Could AI companions be a solution to the loneliness epidemic?

30:51There's so much research that helps us understand what we need to age happy. And it's social connection, having purpose, having something to do. That's what makes people feel connected. AI could help in one way or another, but it's not the whole story.

31:10Cristina Criddle: That's in the next episode of Tectonic Artificial Intimacy. This episode was presented by me, Christina Criddle. Our producers are Persis Love and Edwin Lane. Together, we've done the reporting and writing for the season. Our executive producer is Flo Phillips. Sound design is from Breen Turner and Sam Giavinko. Fact-checking was by Simon Greaves. Production assistance from Mikela Tindera. The FT's global head of audio is Cheryl Brumley.

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From the publisher

When Kirsty turned to a chatbot for help, she was feeling trapped and isolated. Something in her marriage wasn’t right - a constant feeling of tension that would sometimes erupt into arguments, even violence. When she asked ChatGPT for advice, it told her that her relationship with her husband might be abusive. 


In the fourth episode of Tech Tonic: Artificial intimacy, FT tech reporter Cristina Criddle asks if chatbots that can mimic empathy and understanding are ready to replace human therapists. Can chatbots be good for our mental health? And what impact could this have on our human relationships? 


Check out some of the FT’s reporting on this subject on FT.com:

Mental health apps: the AI therapist cannot see you now

Can ChatGPT help with a midlife crisis? 

The problem with AI and ‘empathy’


Artificial Intimacy is presented by Cristina Criddle and produced by Persis Love and Edwin Lane. The executive producer is Flo Phillips. Sound design is by Breen Turner and Sam Giovinco. The FT’s global head of audio is Cheryl Brumley.


The FT does not use generative AI to voice its podcasts.


If you have been affected by the issues raised in this episode, you can reach out to a mental health helpline, such as the 988 Suicide and Crisis Lifeline in the US or Samaritans in the UK. Help for many other countries can also be found at Befrienders Worldwide.


Read a transcript of this episode on FT.com

Hosted on Acast. See acast.com/privacy for more information.

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