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deepmind.google | ||
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www.blopig.com
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| | | | | [AI summary] The article discusses the release of AlphaFold 2, a groundbreaking deep learning system for protein structure prediction. It highlights how AlphaFold 2's success is due to advanced deep learning engineering and its ability to accurately predict protein structures from sequences. The article also reflects on the implications of this achievement for academia, suggesting that it may challenge the traditional role of academic research in basic science. Additionally, it explores the potential applications of AlphaFold 2 in drug discovery, protein design, and structural biology, emphasizing the transformative impact it could have on these fields. The author concludes by acknowledging the significance of AlphaFold 2's success and the need for the acade... | |
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cacm.acm.org
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| | | | | [AI summary] The article discusses the ongoing evolution of the P vs NP problem in computational complexity theory, emphasizing its profound implications for algorithm design, cryptography, and artificial intelligence. It highlights how advances in machine learning and quantum computing are reshaping our understanding of computational limits, while also cautioning against the potential misuse of algorithms in areas like algorithmic bias and surveillance. The piece concludes by reflecting on the philosophical and practical significance of P vs NP, suggesting that its resolution could redefine the boundaries of what is computationally feasible. | |
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bair.berkeley.edu
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dreamwareunlimited.wordpress.com
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