this post was submitted on 13 Jul 2023
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Singularity

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The technological singularity—or simply the singularity—is a hypothetical future point in time at which technological growth becomes uncontrollable and irreversible, resulting in unforeseeable changes to human civilization. According to the most popular version of the singularity hypothesis, I. J. Good's intelligence explosion model, an upgradable intelligent agent will eventually enter a "runaway reaction" of self-improvement cycles, each new and more intelligent generation appearing more and more rapidly, causing an "explosion" in intelligence and resulting in a powerful superintelligence that qualitatively far surpasses all human intelligence.

— Wikipedia

This is a community for discussing theoretical and practical consequences related to the singularity, or any other innovation in the realm of machine learning capable of potentially disrupting our society.

You can share news, research papers, discussions and opinions. This community is mainly meant for information and discussion, so entertainment (such as memes) should generally be avoided, unless the content is thought-provoking or has some other qualities.

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To advance our capabilities in protein engineering, MIT CSAIL researchers came up with “FrameDiff,” a computational tool for creating new protein structures beyond what nature has produced. The machine learning approach generates “frames” that align with the inherent properties of protein structures, enabling it to construct novel proteins independently of preexisting designs, facilitating unprecedented protein structures.

Journal Link

SE(3) diffusion model with application to protein backbone generation

Github Link

SE(3) diffusion model with application to protein backbone generation

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