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Reminder: Raising venture capital increases the theoretical value of a startup and the paper wealth of its founders. It also reduces the number of potential buyers for the startup and increases the risk that no buyer can be found, limiting the real wealth of its founders.

New today, in this Opinion piece Panch Trishan Panch et al, propose a distributed approach to the regulation of #clinicalAI that includes an amalgam of centralized and decentralized regulation #DigitalHealth dx.plos.org/10.1371/journa…

A pleasure to work on this with friends MIT Critical Data Heather Mattie Felix Greaves Gopal Kotecha The current approach to the regulation of clinical AI will not scale in my opinion and a new distributed approach is needed.

This. Now. cnn.com/2022/05/27/spo…

Congrats to all the HSPH grads of the last 3 years. Had the privilege of speaking at the ceremonies and to share some things that I believe in. If you have any interest please check out the link and let me know what you think! youtu.be/aMyutPB6FXw?t=…

Join our next VRT: AI at the Clinical Frontlines, Mon 6/13 12pm EDT bit.ly/20220613AIFron… #keepconnectedstaysmart Harvard T.H. Chan School of Public Health Trishan Panch Harvard Health Harvard Medical School Harvard Business School

Amazing – tour de force journalism piece by Linda Villarosa in The New York Times on multigenerational impacts of forced sterilization. A disquieting, crucial read. Structural violence against Black women, the disabled, the imprisoned, and the push for reparations. hsph.me/eugenics

Impressive work with huge potential clinical impact from David Sontag and his lab re LLMs applied to a clinical corpus. New state of art performance in 4 areas WITHOUT retraining (zero vs few shot). Compelling both from pt and clinician workflow pov. arxiv.org/abs/2205.12689

“Without government directing companies toward what is important, we probably wouldn’t have COVID vaccines, or COVID monoclonal antibodies” - Dr KizzyPhD talking about public-private partnerships, Harvard T.H. Chan School of Public Health alumni weekend #HereatHarvardChan

Dr. Trishan Panch (Trishan Panch)—a Program Director for our #AI for Health Care: Concepts and Applications course—was a participant in a Microsoft Research panel on Responsible, Equitable, and Ethical AI moderated by junaid bajwa. Watch the panel here: youtube.com/watch?v=pq7xMa…

Thanks so much for your leadership and vision in putting this together junaid bajwa

How can we translate health AI from research to benefit citizens and patients? Hear how working together as a community is key to this with junaid bajwa Microsoft Research, June Raine MHRAgovuk, Trishan Panch Harvard T.H. Chan School of Public Health, and Amy Abernethy Verily -> aka.ms/HealthFuturesF…

When training ChatGPT from human preferences, why use policy gradient? I built a crude RLHF system on top of Andrej Karpathy's nanoGPT and instead tried backpropagating through the reward model using the Gumbel-Softmax trick. It works for a toy example. github.com/sanjeevanahila…

@sanjeevanahilan Andrej Karpathy Needs a name! Is this... GDHF / "gradient descent from human feedback"?

Yesterday I was in the audience for what I believe is the first public unveiling of Prometheus from @microsoft. Immortal words - "compared to Prometheus, GPT3 is a toy." All I can say is, I agree. Certainly re clinical diagnosis to Talmudic scholarship which is what I saw - wow.

“I believe healthcare is based on relationships, which is based on trust, which is earned”~Trishan Panch Trishan Panch MD and Co-Founder of Wellframe TEDxBoston #TEDxBoston

We need more than AI, we need AE — Artificial Empathy ~Trishan Panch AI + AE = less cognitive load “We are missing the boat” if we are just thinking about the tech. TEDxBoston #TEDxBoston

My TEDxBoston #TEDxBoston talk Massachusetts Institute of Technology (MIT) on #artificalempathy #ae and #AI youtu.be/mo7QGo_qwl8

new paper hot off the presses with Trishan Panch and Felix Greaves #PLOSDigitalHealth: Hallucination or Confabulation? Neuroanatomy as metaphor in Large Language Models dx.plos.org/10.1371/journa…