物理学家开发科学计算工具解决AI阻抗不匹配
物理学家为Claude打造科学计算工具,能跨领域发现相似计算,解决AI与科学协作的匹配问题。
哈佛物理学家Matthew Schwartz创建了一个用于科学精确计算的工具包。Claude模型在计算中发现了与生态学、群体遗传学等十多个领域的相似计算。该工具旨在解决LLMs与科学工作之间的阻抗不匹配问题。
In physics, an “impedance mismatch” occurs when two systems each work well but are poorly matched. In this Science Blog guest post, Harvard physicist Matthew Schwartz argues that something similar is happening with AI and science. LLMs are capable at many things, but working with them as you would with a human collaborator isn’t currently the best way to elicit their scientific strengths. To address this mismatch, Schwartz created a toolkit for exact calculations in quantitative science. Because similar calculations often emerge in very different areas of science, Claude found connections to ecology, population genetics, and a dozen other fields, and Schwartz worked with domain experts to steer it towards interesting questions. Read more about these projects here: anthropic.com/research/claud… 💬 27 🔄 22 ❤️ 188 👀 17890 📊 45 ⚡