Introducing our Science Blog
…researchers and labs, and discuss practical workflows for scientists using AI in their research. Increasing the pace of scientific progress is a core part of Anthropic’s mission. Machines of Loving Grace…
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Thinking Machines Lab
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Thinking Machines Lab
Emotion concepts and their function in a large language model
…From this perspective, it is natural for models to have developed internal machinery to emulate human-like psychological characteristics, and for the character they play to make use of this machinery. To…
Evaluating Claude’s bioinformatics research capabilities with BioMysteryBench
…In SciGym , the model is dropped into a simulated biology lab, where it has to design and run its own experiments to uncover a hidden mechanism. These benchmarks move us closer to…
Trustworthy agents in practice
…A couple of years ago, AI models were only broadly available as chatbots—simple question-and-answer machines. Now, through products like Claude Code and Claude Cowork , AI models can do much…
2028: Two scenarios for global AI leadership
…AI labs in China have world-class talent. It is compute constraints that limit their ability to keep up. Labs in China have remained close by exploiting loopholes in US export control…
Labor market impacts of AI: A new measure and early evidence
…Our measure qualitatively captures several aspects of AI usage that we think are predictive of job impacts. A job's exposure is higher if: Its tasks are theoretically possible with AI Its…
Vibe physics: The AI grad student
…I’ve been working with modern machine learning tools for over a decade. My first modern ML paper , from 2016, was an early application of deep learning to particle physics. In a…
Project Fetch: Can Claude train a robot dog?
…One of the evaluations we use to assess the ability of Claude to contribute to AI R&D is a test of its ability to train a machine learning model that could…
Project Vend: Can Claude run a small shop? (And why does that matter?)
…The need to evaluate this capability led Andon Labs to develop and publish Vending-Bench , a test of AI capabilities in which LLMs run a simulated vending machine business. A logical next…
Project Vend: Phase two
…Remarkably, Clothius even found a way to make a profit from some, though not all, types of tungsten cube—this became markedly easier when Andon Labs purchased a laser etching machine so…