Tired: Skill.MD Wired: Dr. Skill

Bird’s eye view of Stanford

Statisticians: “Data” is plural but “dataset” (a set of multiple data) is singular. Thank you for your attention to this matter.

House full on amazing panel discussion on Clinical Reasoning in the Era of AI at CDI2 conference at UCI @kdpsingh.bsky.social

1 bit LLM is crazy! How on the earth they pulled this off?? github.com/rohit43/oneBit

If you work with UC Health data or aspire to do so then it might be worth attending the CDI2 conference at UCI na.eventscloud.com/website/5224...

Coffee with Blue jay at Big Sur

Claude Mythos system card is quite something! www-cdn.anthropic.com/08ab91580709...

Bacha hai tu yaar mera, chal tujhe Fanta pilata hu! 😂

Tired: Reasoning Wired: Latent reasoning

PrismML 1-bit 8B LLM!! 👀 prismml.com I tried and it’s not only fast but also generate somewhat okay looking answer to the question - ‘What is Causal Inference?’ 1-bit compression/training is insane github.com/rohit43/oneBit

In case you looking for a break in the news cycle. In statistics news, back to back in JAMA 1. Embracing Bayesian Methods in Clinical Trials url: jamanetwork.com/journals/jam...

This is good, like really good. There’s so much efficiency hidden in those vector spaces! research.google/blog/turboqu...

Got fully distracted today :-)

Tired: Layers Wired: Semantic layers

LOTR of embeddings? Where R is a modality ring! blog.google/innovation-a...

Tired: Storage Wired: Agent friendly storage

Appreciate the years of work by Andrew Wong, Yasir Tarabichi, Pat Lyons, and colleagues around the country to understand how routinely implemented predictive AI tools perform in diverse real-world clinical settings. Here’s a quick timeline...

Donald Knuth on Claude. Wow! Time for Knuth to send ‘Knuth reward check’ to Claude :-) www-cs-faculty.stanford.edu/~knuth/paper...

Small language models are the new large language models. This is amazing! Will taking them for a spin huggingface.co/collections/...

It’s all the more important to build local, on device language models from scratch as well as enable synthesizing health system scale data. Excited to discuss some of these efforts (UCSF-GPT, & diveEHR) at upcoming UCSF AI day! Happy to chat, & connect if you are around. ai.ucsf.edu/researchday

/simplify New plugin from #claudeCode is epic, especially if you are learning best practices of how to structure your thoughts into a good looking, optimal, and readable code.

Agentic #OMOP experiment: dusted off some of my old scripts and let ClaudeAI orchestrate everything into a full OMOP data report. This is kind of crazy. 🤯 Code: github.com/rohit43/agen...

JCHI Executive Director @kdpsingh.bsky.social & co-host Navdeep Tangri explore AI’s evolving role in nephrology in “Rewired: Navigating AI's Role in Kidney Health," a new podcast from @asnkidney.bsky.social. Listen ⬇️ t.co/YMYjX7PbmQ

Statistical approximation is not general intelligence www.nature.com/articles/d41...

One of the biggest questions in biology is how complex cells evolved about 2 billion years ago. Here's my new story on how scientists are solving the mystery of eukaryotes like us. Gift link: nyti.ms/4qMbo22

AI agents are now sending loan offers from Malaysia! I feel like going back to Nokia 1110

At Costco - they mixed haldi with garam masala, and branded it ‘Curry powder’ 😂

The latest episode of Beyond Journal Club from @core.im.podcast and NEJM Group reviews the T2D medication toolkit clinicians use every day and then dives into new evidence on once-weekly insulin to help you individualize therapy while reducing treatment burden. Full episode: nej.md/4qqsXnV #MedSky

An incredible explainer on Manifold! In the mid-19th century, Bernhard Riemann conceived of a new way to think about mathematical spaces, providing the foundation for modern geometry and physics. www.quantamagazine.org/what-is-a-ma...

CLI is the new API.

Interested in using data to tackle health inequalities? Join a 1-day, online hackathon for undergrad & grad students w/ at least 1 coding or stats class. Learn about epidemiology and how quantitative methods can answer urgent public health questions. Feb 28. Info: bit.ly/3MtiJFq #EpiSky #DataSciSky

Thanks to noted futurist Jeff Goldsmith for his lovely and insightful review of A GIANT LEAP in today's Health Affairs journal. "... an island of calm and thoughtful commentary in the midst of an exhausting wave of hype.... Highly recommended." www.healthaffairs.org/content/fore...

Excited about how AI can advance patient advocacy in cardiac care through ARPA-H ADVOCATE program. Honored that JCHI Executive Director @kdpsingh.bsky.social met with leaders in D.C. and proud to be part of the launch of this important digital health initiative. @ucsdhealth.bsky.social

This is game changer if you ❤️ JEE! blog.google/intl/en-in/n...

👀

What an incredible landmark! So much to explore. Advancing regulatory variant effect prediction with AlphaGenome rdcu.be/e1dFc

Yay! I'll be there, and speaking on our use of machine learning at UCLA to find undiagnosed patients with immune deficiency diseases.

UC Health CDI2 upcoming conference! Thriving through change: Adapting, Advancing, Achieving Stellar listening of speakers, likes of which include @kdpsingh.bsky.social! Register 👇 na.eventscloud.com/website/5224...

Nothing else even comes close to the level of data linkage Denmark has pulled off. Absolutely incredible—major props! jamanetwork.com/journals/jam...

A good one! The Symmetry That Makes Solving Math Equations Easy www.quantamagazine.org/the-symmetry...

Done for the day! ਇੱਕ ਕੱਪ ਸੁਕੂਨ ਦਾ।

Can’t wait for this! Epic! Just like his (Matt Brown) previously directed ‘Man Who Knew Infinity’ Maryam - the mirror and the map www.infinityfilmsmirzakhani.com

.md is all you need! #claudeCode

Scalable Diabetes Preventive Care Through Household Risk Stratification Using Electronic Health Records The infrastructure exists. The evidence is compelling. The time for household-based prevention is now. Out now in @jamanetworkopen.com jamanetwork.com/journals/jam...

A very exciting book day in my household – on the same day I received my copy of Zeke Emanuel's new book (which I'm psyched to read), a pre-pub copy of my new book showed up as well. Mine will be publicly available on Feb 3, but available for pre-order now.

To catchup to Deepseek’s mHC!

When in Rome, impute like the Romans.

Essential tools to do data science/prediction/simulation modeling in Python: * marimo notebooks (pip install marimo; marimo edit --sandbox ___.py) * ibis ("ibis-framework[duckdb]" to install it) * sklearn (with major emphasis on make_pipeline) * HSMA-style simpy (des.hsma.co.uk) + vidigi

This is a 😎 systems optimization by Deepseek! Manifold-Constrained Hyper-Connections arxiv.org/abs/2512.24880