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Anton: A Special-Purpose Machine That Achieves a Hundred-Fold Speedup in Biomolecular Simulations

Anton: A Special-Purpose Machine That Achieves a Hundred-Fold Speedup in Biomolecular Simulations on HackerTube: recommended by 1 Hacker News commenter across 1 month, 2014–2025.

NC State

lecture · intermediate · dated

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David Shaw of D. E. Shaw Research presents Anton, a special-purpose machine that speeds up biomolecular simulations about a hundred-fold. The lecture covers molecular dynamics and how simulation helps understand how drugs bind.

Why Hacker News recommends it

HN points to it as an accessible, interesting talk on molecular dynamics and simulation-based drug discovery.

people recommended it
1
separate months
1
strong recommendations
1
discussed on HN
2014–2025
“There is brilliant video by the hedge fund manager DE Shaw about molecular dynamics simulation. Its very accessible and I found it very interesting”
— max_, Jun 2025, in “A Primer on Molecular Dynamics”

What HN commenters said

4 Hacker News comments link this video. Each one links back to its thread.

max_Jun 2025Strongly recommends

There is brilliant video by the hedge fund manager DE Shaw about molecular dynamics simulation. Its very accessible and I found it very interesting — ▶ this video

in “A Primer on Molecular Dynamics” · View on HN

max_Jan 2024Cites it

> What do you mean by fundamental AI research? Coming up with new/original models that solve the same exact problems that people are trying to solve with neural networks (computer vision, language translation, image generation etc) hopefully that are better performing & cheaper computationally. > What kind of computational model? I think answering that question would be what the researcher in this field is trying todo. I think a place to start would be exploring abandoned AI strategies like Genetics Algorithms & Markov Logic >What are some practical applications of complex systems? - Modeling Financial Markets [1] - Drug discovery via Molecular Dynamics Simulations [2] - Urban Planning [3] - Modeling Epidemics [4] - Cosmology - Computer Graphics - Much more .... [1]: [link] [2]: ▶ this video [3]: [link] [4]: [link] If interested, subscribe to these podcasts. 1: Simplifying Complexity: [link] 2: Complexity: [link]

in “Ask HN: What's a promising area to work on in 2024 -ideally not crowded already?” · View on HN

conformistNov 2020Cites it

There are also some more recent academic talks of his on youtube, mostly focused on his bio-informatics research. E.g. ▶ this video

in “David Shaw vs. Seymour Papert Debate (1995) [video]” · View on HN

cmaJan 2014Cites it

I'm not giving you what you want, but here's a visual example of using a computational microscope to understand how drug actually works and finds its binding site: ▶ this video If you can't see a difference between that and say, X-Ray crystallography then well..

in “AMD launches Kaveri processors aimed at starting a computing revolution” · View on HN

Topics & tags

Computer architecture & CPUsBiology & biotechnologyUniversity lectures & coursesantond. e. shawdrug discoveryspecial-purpose hardwareprotein simulation