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Irhum Shafkat
Irhum Shafkat
EvolutionaryScale
Verified email at evolutionaryscale.ai
Title
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Year
Simulating 500 million years of evolution with a language model
T Hayes, R Rao, H Akin, NJ Sofroniew, D Oktay, Z Lin, R Verkuil, VQ Tran, ...
Science 387 (6736), 850-858, 2025
8282025
Intuitively understanding variational autoencoders
I Shafkat
Medium–2018.–uRl: https://towardsdatascience. com/intuitivelyunderstanding …, 2018
302018
Intuitively understanding convolutions for deep learning
I Shafkat
URL: https://towardsdatascience. com/intuitively-understanding-convolutions …, 2018
272018
When chain of thought is necessary, language models struggle to evade monitors
S Emmons, E Jenner, DK Elson, RA Saurous, S Rajamanoharan, H Chen, ...
arXiv preprint arXiv:2507.05246, 2025
252025
Biological language reasoning
SJ Candido, RM Rao, JP Deaton, TD Sercu, Z Lin, H Akin, AW Rives, ...
US Patent App. 18/734,893, 2025
2025
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Articles 1–5