Proceedings of the National Academy of Sciences: Proceedings of the National Academy of Sciences: Table of Contents

1. In This Issue
   Proceedings of the National Academy of Sciences, Volume 122, Issue 4, January 2025. <br/>
2. Reply to van Schie et al.: ARK2N in TCR: Across in vivo and in vitro studies
   Proceedings of the National Academy of Sciences, Volume 122, Issue 4, January 2025. <br/>
3. Automating alloy design and discovery with physics-aware multimodal multiagent AI
   Proceedings of the National Academy of Sciences, Volume 122, Issue 4, January 2025. <br/>SignificanceWe construct a physics-aware AI model that integrates the advanced reasoning, rational thinking, and strategic planning capabilities of large language models with the ability to write and execute code, perform atomistic simulations to solicit ...
4. Evidence that ARK2N is not a core factor in transcription-coupled DNA repair
   Proceedings of the National Academy of Sciences, Volume 122, Issue 4, January 2025. <br/>
5. Life sets off a cascade of machines
   Proceedings of the National Academy of Sciences, Volume 122, Issue 4, January 2025. <br/>SignificanceThis paper follows an idea by Leibniz that life can be seen as an infinite cascade of machine-making machines, down to atomic machines. It proposes an oversimplified language of life, highlighting certain scaling aspects and the key step of ...