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I've been programming for 60 years. I started working with LLM in mid-2025 and have created a number of useful tools in my consulting business. For the programming part, and actually the planning part, I estimate that it increases my productivity by a factor of 5.

Additionally, I always am looking closely at the code and I think I am an incrementally better programmer.


From paper in Astrophysical Journal Letters: https://iopscience.iop.org/article/10.3847/2041-8213/ae3138

Published https://arxiv.org/abs/2601.15289 in arxiv preprint server

Paper in. Journal of Quaternary Science https://onlinelibrary.wiley.com/doi/10.1002/jqs.70040






study led by University of Chicago and Jet Propulsion Lab scientists: https://iopscience.iop.org/article/10.3847/PSJ/ae28d5/meta


Published in National Academy of Sciences: https://www.pnas.org/doi/10.1073/pnas.2513960122


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