Anthropic Security will be at BSidesSF on May 4-5th! We have a number of roles open on my App Sec, Security Software Engineering, Detection and Response, IT, and Compliance teams. We'll be hosting a Capture the Flag contest with some unique prizes! anthropic.com/careers

THEY DID IT

Invalid SMILES is all you need 🤣

The White House Synthesis Screening Framework just dropped!

* requires providers to follow 2023 HHS guidance
* biofoundries, cloud labs, core facilities and CROs count as nucleic acid providers
* adherence via self-attestation

friends in Seattle and adjacent areas: I’ll be over there in about two weeks. it would be awesome to meet and visit some of you and your groups. reach out if interested.

Very cool paper in Science by the Baker Lab at UW. Screening of 15M macrocycles is enabled by our AIMNet machine learning potential! #compchem Can you imagine what we can do with a 2nd generation of AIMNet2 💪🏻🦾 science.org/doi/10.1126/sc…

Advice to my younger self:

- surround yourself with truly excellent people. top 1% in some important way

- find something to work on for a LONG time (10+ yrs). jumping around doesn’t beget mastery

- work harder than you think you should. hard work is a habit best learned young

Very, very true. When asked to list “research outputs” we can or should list papers, software contributions, open data sets, media participation and all other types of outreach.

Someone asked me yesterday why I would contribute to open-source software rather than writing another paper.

I personally feel that my impact is much larger if I provide tools to researchers that they can use to investigate materials than if I look at one more material

We are looking for a talented and motivated postdoc to work in a collaboration between Frank Noe and my group at Freie Universität Berlin on the development of machine-learned coarse-grained protein models. Please email [email protected] if interested.

Do models need to reason in words to benefit from chain-of-thought tokens?

In our experiments, the answer is no! Models can perform on par with CoT using repeated '...' filler tokens.
This raises alignment concerns: Using filler, LMs can do hidden reasoning not visible in CoT🧵

strong moat and GTM strategy. obviously underrated, valuation should be at $20T, but Andrew is too humble.

Our Nature Catalysis reviews data-driven strategies to solve challenges across heterogeneous, homogeneous and enzymatic catalysis, underscoring the importance of data standardization to spur research in digital catalysis, with Manu 👇
doi.org/10.1038/s41929…

Congratulations to Dr. Alison Wendlandt (Alison Wendlandt), Massachusetts Institute of Technology (MIT), for being named a 2024 Camille Dreyfus Teacher-Scholar! WendlandtLab MIT Chemistry #DreyfusAwards

Check out PySCF’s latest preprint in arXiv on the implementation of the GPU acceleration module, GPU4PySCF, which can deliver up to 30 times speedup over a 32-core CPU node, resulting in approximately 90% cost savings for most DFT tasks. 👀
arxiv.org/abs/2404.09452

Finally!!!

Check out mistral.​rs, our #Rust -based open source inference engine allowing for fast #LLM serving for a variety of architectures including X-LoRA mixture-of-expert (MoE) models, Llama-3, Mistral/Mixtral, Gemma & many others. Built on the Hugging Face #Candle framework for #Rust

This is more than a paper to me - while I LOVE Ni and arynes and doing something the data said you can’t do, this paper process made me grow up as a PI - it took tenacity, tears, storytelling, and most of all building and leading a team to accomplish something together #proudPI

The next chapter of our metal catalysis work is now on ChemRxiv. We report that an unusual reversible Pd 'ring-walking' process can be used to access unconventional isomers of cross-coupling products!
doi.org/10.26434/chemr…

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We build tools used by thousands of researchers to publish datasets and models, create state-of-the-art AI