A Perspective from Gabe Gomes and colleagues in the gomes group covers the opportunities for LLMs to advance chemical research and the challenges that must be overcome to effectively use LLMs as scientific partners. CMU Chemistry Carnegie Mellon Chemical Engineering nature.com/articles/s4358… 🔓rdcu.be/etcqs

1/ R vs Python for bioinformatics? Which one should you learn first? I’ve used both. I started with one. Here’s what I learned the hard way:

Ever wondered how to mine for and generate new antimicrobial peptides from scratch? We show how to do it with AI in our latest piece in Accounts of Chemical Research ACS Publications. Led by Paulina Szymczak, with Luis Pedro Coelho, Jun Wang, Ewa Szczurek! pubs.acs.org/doi/10.1021/ac…

The pan-cancer proteome atlas, a mass spectrometry-based landscape for discovering tumor biology, biomarkers, and therapeutic targets dlvr.it/TLyB5j

ps4ds.net

1/Here’s an excellent Financial Times article which accurately describes the problematic situation which many big Pharma companies such as $PFE $JNJ $BMY $ABBV $LLY $MRK $SNY and others are now facing - the upcoming patent cliff scenario. With IP rights which are about to expire

Eric Topol Nature Medicine Scripps Research Translational Institute Scripps Research Ali Torkamani Incredible progress in risk prediction. But the majority of cases are preventable. Here’s how 🧵👇

The economic rationale for biomolecular foundation models wildtypehuman.substack.com/p/the-economic…

Fuck ML tutorials. This is a collection of 300 ML system design case studies in real world, from Stripe, Spotify, Netflix, Meta, etc. Perfect for interviews and to learn how it’s done in the battlefield. Wish there was a similar thing for agents!

Learn Computer Science FREE in 2025: - Harvard - Stanford - MIT - IIT - Microsoft - Google Top 15 Courses w/ Certificates* :

Undoubtedly "The Best SQL" playlist on YouTube 30 Hours. 55 videos. Absolute Beginner Friendly.

Our paper was just published in the Journal of Psychiatry & Brain Science. 5 grams of creatine per day saturates your muscles, but is likely too low for the brain. 🧵1/10

Applied Machine Learning (Cornell Tech CS 5787, Fall of 2020) Best applied ML playlist taught by Prof Volodymyr Kuleshov of Cornell. The playlist is code intensive, hence a good grasp of python and libraries is Pre required. Link in comments 😎👇

Quantum computing isn’t just theory—it’s reshaping how we process information. From qubits to quantum supremacy, get a clear intro to the future of computation in this beginner-friendly guide: findlight.net/blog/quantum-c… #QuantumComputing #TechTrends

From Data-Driven to Chemist-in-the-Loop — Part 2: Chemists in ML Model Design linkedin.com/pulse/from-dat…

ordep.dev/posts/writing-…

Steering towards safe self-driving laboratories | Nature Reviews nature.com/articles/s4157…

Drawing2CAD🖌️ Transformer-based AI model that converts *vector* drawings (SVGs) to a DeepCAD sequence. The use of vector input over raster (image) inputs results in ~7% higher accuracy

Highly recommend getting a PhD - very rare to have the chance in your life to do truly open-ended, self-directed research surrounded by super smart, passionate people. You have the whole rest of your life to grind on applied work. Usual caveat of having a great professor to

What will it take to have #CRISPR gene editing become the standard of clinical care for severe Mendelian diseases? Writing in nature , Sadik Kassim and yours truly provide a to-do list for the next 2 years. nature.com/articles/d4158…