Likewise! Thank you!

Figure. The Building Blocks for a Unified Approach to Health Data

This Special Communication outlines the ways in which the US Department of Health and Human Services has worked to use electronic health record data to improve patient health, public health, and health care.

https://ja.ma/3PDkiyL

The HHS AI Strategic Plan is now available on the ASTP website.

Very grateful to the over 200 contributors across all HHS divisions who provided inputs to the plan!

www.healthit.gov/topic/hhs-ai...

“When a measure becomes a target, it ceases to be a good measure." - Goodhart’s Law

en.m.wikipedia.org/wiki/Goodhar...

US AI Safety Institute and UK's AI Safety Institute have now completed joint pre-deployment evaluations of latest models from Anthropic and OpenAI

www.nist.gov/news-events/...

www.nist.gov/news-events/...

Of 183 countries around the world, which one has the largest healthspan—lifespan gap, representing the number of years burdened by disease (i.e. non-healthy longevity)?
jamanetwork.com/journals/jam...

2024 Fall Unified Agenda: www.reginfo.gov/public/do/eA...

ASTP items:
- HTI-2 TEFCA Final Rule
www.reginfo.gov/public/do/eA...
- HTI-3 PCA Final Rule
www.reginfo.gov/public/do/eA...
- HTI-4 (Patients, Public Health IT)
www.reginfo.gov/public/do/eA...
- Prior Auth RFI
www.reginfo.gov/public/do/eA...

2024 HHS AI Use Case Inventory is now live

271 in total, compared with 163 in 2023

www.healthit.gov/hhs-ai-useca...

Today's @washingtonpost.com editorial
washingtonpost.com/opinions/202...
Happy Thanksgiving!

turkeydown: a markdown-shaped, LLM-powered prompt flow for meal prep and more 🦃 🎉

My Thanksgiving 2024 template, defining processing logic:
github.com/jmandel/turk...

Output including prep plan, shopping list, & full recipe set for everything we're cooking this Thursday:
github.com/jmandel/turk...

The hospital-at-home movement is in its early days. Lots of potential using multimodal A.I. remote monitoring and validation via randomized trials
www.washingtonpost.com/health/2024/...
pubmed.ncbi.nlm.nih.gov/38413704/

Compared with What? Measuring AI against the Health Care We Have | NEJM Large numbers of patients are already using AI tools to obtain medical advice. Rigorous trials of these tools will be important. But what will they be measured against?

We need to be thinking more along these lines

www.nejm.org/doi/full/10....

Covers of Science and Nature journals in the past 2 weeks denoting remarkable progress of life science with A.I. tools

A vertical takeoff of life science with #AI LLLMs.
Publication of 10 new foundation models of Proteins, DNA, RNA, methylation, cells, and interactions, evolution, and design in the past couple of weeks!
Unprecedented progress, reviewed in the new Ground Truths
erictopol.substack.com/p/learning-t...