…Claude is tasked with each question and put in a container with a minimal set of canonical bioinformatics tools, the ability to install additional tools via pip and conda, and permissions to…
…Notably, the task isn’t in my core scientific domain—I have a high-level familiarity with the tools and the science, but don’t have the expertise to complete it myself…
…The Assistant Axis provides a tool for both understanding and addressing these challenges. We see this research as an early step toward mechanistically understanding and controlling the "character" of AI models, and…
…choosing binding sites, selecting and running protein design tools, and recovering from failures along the way. Nine of the 14 protein targets from this study (shown below) yielded strong candidates for drug…
…1 if a task can be doubled in speed by an LLM alone, 0.5 if it requires additional tools or software built on top of the LLM, and 0 otherwise. 4…
…tools that can speed up our workflows by a factor of 10. From my point of view, it’s immensely gratifying to work this way—I never get stuck anymore and I…
…As research and experience demonstrated the utility of frontier AI as a tool for cyber attackers, we invested in improving Claude’s ability to help defenders detect, analyze, and remediate vulnerabilities in…
…Now we’ve seen the bug in action, and we have enough background knowledge on JavaScript, we can make sense of Claude’s workflow, which is the focus of the next section…
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