Biological Distributed Algorithms
Read Papers from Nancy A. Lynch et al.
By Qiqi Duan
https://www.nasonline.org/directory-entry/nancy-a-lynch-0frysu/
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DeepMind - Cultural Evolution of Cooperation among LLM Agents
`The goal of this special session is to pay tribute to Kennedy, Eberhart and Shi’s algorithm, by bringing together the best researchers working on PSO.`---From https://www.evostar.org/2025/evoapps/pso/
By Qiqi Duan
For details on this Special Session organized by Leonardo Vanneschi, Marco S. Nobile, and Vasco Coelho, please refer to https://www.evostar.org/2025/evoapps/pso/ directly. [Read More] -
Mathematical Discoveries from Program Search with Large Language Models
Nature-2024 by DeepMind etc.
By Qiqi Duan
Romera-Paredes, B., Barekatain, M., Novikov, A., Balog, M., Kumar, M.P., Dupont, E., Ruiz, F.J., Ellenberg, J.S., Wang, P., Kohli, P. and Fawzi, O., 2024. Mathematical discoveries from program search with large language models. Nature, 625(7995), pp.468-475. [Read More] -
Model Swarm - University of Washington and Google (Cloud AI Research and DeepMind)
A collaborative search algorithm to adapt LLMs via swarm intelligence
By Qiqi Duan
For details on MODEL SWARMS by researchers from University of Washington, Google Cloud AI Research, Google DeepMind, and Google, please refer to https://arxiv.org/abs/2410.11163 directly. [Read More] -
Large Language Models
LLMs
By Qiqi Duan
Hayes, T., Rao, R., Akin, H., Sofroniew, N.J., Oktay, D., Lin, Z., Verkuil, R., Tran, V.Q., Deaton, J., Wiggert, M. and Badkundri, R., 2025. Simulating 500 million years of evolution with a language model. Science, p.eads0018. Binz, M., Alaniz, S., Roskies, A., Aczel, B., Bergstrom, C.T., Allen, C., Schad, D., Wulff, D., West, J.D., Zhang, Q. and Shiffrin, R.M., 2025. How should the advancement of large language models affect the practice of science?. Proceedings of the National... [Read More]