Uploaded August 2026 | Updated September 2026, 3 weeks ago
The springs in the middle of the loveseat in Clay Cockrell's counseling office gave out years ago, so gravity now tips a couple toward each other however hard they grip the arms. He kept it. The harder argument arrives with two numbers. BetterHelp spent a decade assembling roughly 35,000 licensed clinicians and reaching 5 million users. ChatGPT sees roughly 900 million weekly active users, and enough open it at 11pm after a fight that Cockrell calls the world's largest relationship therapist a language model optimized to keep you engaged.
His objection is not that the model is unqualified but that it is agreeable. Ask why your partner never listens and it validates you, which he calls a very expensive mirror that only shows you in your best light. Sycophancy here is a clinical failure mode. The user does not get more self aware, they get more certain, and they return with a cleaner case and less curiosity about what their partner experienced. Against that he sets the real standard of care, John Gottman's lab predicting divorce from a 15 minute conversation with over 90% accuracy, and emotionally focused therapy, both largely absent from commercial products. The safety gap is sharper, since a general assistant cannot hear the difference between we fight a lot and I am afraid of what happens when I disagree with him. Tony Fabrikant closes on the engineering: start with the clinician rather than the prompt, encode what good looks like as hundreds of evals, and treat one failing safety test as disqualifying.
Speaker info:
- linkedin.com/in/clay-cockrell-906b0b4
- linkedin.com/in/tony-fabrikant
- walkandtalk.com
Timestamps:
0:00 - The couch that leans a couple toward each other
1:42 - A show of hands, and who is already doing this
3:12 - BetterHelp's decade against ChatGPT's week
4:29 - Optimizing for engagement is a clinical fire alarm
5:21 - Why being validated is not therapy
6:37 - Sycophancy as a clinical failure mode
7:52 - Gottman, EFT, and the real standard of care
9:33 - What a general assistant cannot hear
10:37 - The data you hand a relationship coach
11:40 - Building Maxine to know when to stop coaching
14:27 - Tony Fabrikant on evals when safety is on the line
The springs in the middle of the loveseat in Clay Cockrell's counseling office gave out years ago, so gravity now tips a couple toward each other however hard they grip the arms. He kept it. The harder argument arrives with two numbers. BetterHelp spent a decade assembling roughly 35,000 licensed clinicians and reaching 5 million users. ChatGPT sees roughly 900 million weekly active users, and enough open it at 11pm after a fight that Cockrell calls the world's largest relationship therapist a language model optimized to keep you engaged.
His objection is not that the model is unqualified but that it is agreeable. Ask why your partner never listens and it validates you, which he calls a very expensive mirror that only shows you in your best light. Sycophancy here is a clinical failure mode. The user does not get more self aware, they get more certain, and they return with a cleaner case and less curiosity about what their partner experienced. Against that he sets the real standard of care, John Gottman's lab predicting divorce from a 15 minute conversation with over 90% accuracy, and emotionally focused therapy, both largely absent from commercial products. The safety gap is sharper, since a general assistant cannot hear the difference between we fight a lot and I am afraid of what happens when I disagree with him. Tony Fabrikant closes on the engineering: start with the clinician rather than the prompt, encode what good looks like as hundreds of evals, and treat one failing safety test as disqualifying.
Speaker info:
- linkedin.com/in/clay-cockrell-906b0b4
- linkedin.com/in/tony-fabrikant
- walkandtalk.com
Timestamps:
0:00 - The couch that leans a couple toward each other
1:42 - A show of hands, and who is already doing this
3:12 - BetterHelp's decade against ChatGPT's week
4:29 - Optimizing for engagement is a clinical fire alarm
5:21 - Why being validated is not therapy
6:37 - Sycophancy as a clinical failure mode
7:52 - Gottman, EFT, and the real standard of care
9:33 - What a general assistant cannot hear
10:37 - The data you hand a relationship coach
11:40 - Building Maxine to know when to stop coaching
14:27 - Tony Fabrikant on evals when safety is on the line
