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AI Systems Advance Physics and Biology Research, Tackling Complex Calculations and Vaccine Design

AI models including Anthropic's Claude are solving advanced particle physics problems, while efforts redesign mRNA vaccines for improved stability and develop generative models for protein structure prediction, particularly handling disordered proteins for drug discovery.

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4 Sources, 1d ago, first seen 1d ago

TLDR

These AI breakthroughs compress research timelines from months or years of computation and laboratory work to faster iterations, accelerating progress in fundamental physics, vaccine development, and drug discovery. The convergence of AI with biology and physics research demonstrates how machine learning can augment human scientific capability and potentially address pressing health challenges through accelerated vaccine optimization and protein modeling. However, such rapid advancement in biology raises parallel discussions about appropriate safeguards.

Combined views

14.9K

4 Sources, first seen 1d ago

172 likes11 comments69 saves17 reposts

Combined views

14.9K

4 Sources, first seen 1d ago

172 likes11 comments69 saves17 reposts

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4 Sources

@eserickxavierInteresting find of the day: MIT used AI to redesign mRNA vaccines so they survive a year at room temperature. Same punch as a Moderna shot in mice, no freezer needed1d
@orfonlineResearchers have shown #AI can design novel phage genomes, while separate work has linked AI models to automated laboratory systems. Together, these advances point to an emerging AI-#biology pipeline that needs safeguards: @lakshmyrkrish https://or-f.org/4019020h
@NaveenGRaoHere's yet another example of cool shit happening at the intersection of biology and AI. These kinds of problems are basically unsimulatable using standard techniques; AI enables a higher fidelity simulation of conformational changes to proteins, and can lead to safer drugs. Another angel investment, and this time, an investment into my previous brilliant cofounder @khosra !20h
@spicey_lemonadeUsing arXiv publication trends, we could estimate when AI might provide as much uplift to a given field as it does to mathematics today. Quantum physics could reach that point within a year, and physics as a whole by late 2029. Biology, of course, hasn’t budged yet.16h
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    4 Sources

    @eserickxavierInteresting find of the day: MIT used AI to redesign mRNA vaccines so they survive a year at room temperature. Same punch as a Moderna shot in mice, no freezer needed1d
    @orfonlineResearchers have shown #AI can design novel phage genomes, while separate work has linked AI models to automated laboratory systems. Together, these advances point to an emerging AI-#biology pipeline that needs safeguards: @lakshmyrkrish https://or-f.org/4019020h
    @NaveenGRaoHere's yet another example of cool shit happening at the intersection of biology and AI. These kinds of problems are basically unsimulatable using standard techniques; AI enables a higher fidelity simulation of conformational changes to proteins, and can lead to safer drugs. Another angel investment, and this time, an investment into my previous brilliant cofounder @khosra !20h
    @spicey_lemonadeUsing arXiv publication trends, we could estimate when AI might provide as much uplift to a given field as it does to mathematics today. Quantum physics could reach that point within a year, and physics as a whole by late 2029. Biology, of course, hasn’t budged yet.16h
    Today's Rank

    #9

    Today's Rank

    #9