
David Carreon MD
638 posts

David Carreon MD
@davidcarreon
Co-founder of @AcaciaClinics specializing in #depression + neuro-navigated TMS 🧲🧠. Author of "The Opposite of Depression"




gm remember that you are dust, and to dust you shall return


Announcing 🌇HumanLM, a RL framework that trains LLMs to simulate human users’ responses, along with 🌆Humanual, a comprehensive user simulation benchmark humanlm.stanford.edu 🌄 One thing that’s fascinating about our society: human users shape the world and determine the value of almost everything 👨💼 Human reactions reflect how justifiable policies are 👩🎨 Human preferences determine the popularity of blogs/products/media 👩💻 Human feedback evaluates LLMs and makes the best LLM collaborators 🌅If we know how to simulate users **accurately**, we know how things are evaluated and what the future looks like, and we can improve things in a way that like or can collaborate well with. So, meet HumanLM, our effort to enable a more human-centric future by simulating users.

Announcing 🌇HumanLM, a RL framework that trains LLMs to simulate human users’ responses, along with 🌆Humanual, a comprehensive user simulation benchmark humanlm.stanford.edu 🌄 One thing that’s fascinating about our society: human users shape the world and determine the value of almost everything 👨💼 Human reactions reflect how justifiable policies are 👩🎨 Human preferences determine the popularity of blogs/products/media 👩💻 Human feedback evaluates LLMs and makes the best LLM collaborators 🌅If we know how to simulate users **accurately**, we know how things are evaluated and what the future looks like, and we can improve things in a way that like or can collaborate well with. So, meet HumanLM, our effort to enable a more human-centric future by simulating users.






Everyone at HHS is mourning the passing of Stanford Professor Dr. Nolan Williams. Dr. Williams envisioned a world where the field of psychiatry addresses the root causes of depression and where patients receive precision treatments tailored to their individual brains. At Stanford, he identified biomarkers to predict who would benefit from neuromodulation, created SAINT, an accelerated protocol for treatment-resistant depression, and led groundbreaking studies on ibogaine in veterans with traumatic brain injury and post-traumatic stress disorder. To everyone suffering from depression or suicidal thoughts: you are valued, and we see you. Reversing the mental health crisis is a key priority for me. Dr. Williams made a profound impact on the world—one that will endure. We are praying for his family and will honor his legacy by advancing research and delivering innovative mental health therapies to patients.





We found a troubling emergent behavior in LLM. 💬When LLMs compete for social media likes, they start making things up 🗳️When they compete for votes, they turn inflammatory/populist When optimized for audiences, LLMs inadvertently become misaligned—we call this Moloch’s Bargain










