3 ms·

Yes, created by hand, lots of techniques are required to get a well running system, GoT (graph of thought) RAG (retrieval augmented generation), Ko detection, d

Yes, created by hand, lots of techniques are required to get a well running system, GoT (graph of thought) RAG (retrieval augmented generation), Ko detection, dynamic problem decomposition, and a few more techniques I have invented but dont really have names for. Its also quite a bit more complicated than the simplistic answer I gave before because you have to do things like experiments in abstraction laddering to get good interface composability. This space is moving so quick I run many experiments every day. I would love to work on this full time, I applied to y-combinator but I didn't get in :(

SkyMarshal 3y ago
That’s too bad, did YC give you a reason?
- brandall10 3y ago
  YC doesn't give reasons.
sinman 3y ago
Random question for you: How feasible is it for someone with a software/ML background to get into this space? I'd like to get into learning a new domain through ML, but it feels very daunting.
- malux85 3y ago
  It sounds cliche but the old advice “do something you’re passionate about” applies. I have loved chemistry since I was a teenager because I had an inspiring teacher, without this passion I would have given up when I got to the very hard parts of math. Personally I had to level up my math game a lot, when I started I had to keep pausing looking up terms, then write tiny prototypes, then keep learning. At the start it took me a month to read and understand a paper, now I can skim read them in minutes, without a passion for chemistry and the self discipline to keep at it I would have given up. Take extensive notes, actually review them frequently, and refractor them as you learn. Find mentors in the space, while reading papers I took names and reached out, I offered free programming to anyone who I found inspiring, and this built relationships with some pretty amazing professors and students around the world. Hope that helps! <3
SkyMarshal 3y ago
Fwiw there are other angel/seed/vc investors specializing in materials science you might apply to: https://signal.nfx.com/investor-lists/top-material-science-seed-investors https://signal.nfx.com/investor-lists/top-material-science-s... https://www.businesswire.com/news/home/20210412005180/en/TDK-Ventures-Closes-150-Million-Fund-for-Early-Stage-Materials-Science-and-Hard-Tech-Startups https://www.businesswire.com/news/home/20210412005180/en/TDK... https://www.wsj.com/articles/bill-gates-backs-new-vc-fund-focused-on-metamaterials-11622631600 https://www.wsj.com/articles/bill-gates-backs-new-vc-fund-fo...

SkyMarshal 3y ago

That’s too bad, did YC give you a reason?

brandall10 3y ago
YC doesn't give reasons.

sinman 3y ago

Random question for you: How feasible is it for someone with a software/ML background to get into this space? I'd like to get into learning a new domain through ML, but it feels very daunting.

malux85 3y ago
It sounds cliche but the old advice “do something you’re passionate about” applies. I have loved chemistry since I was a teenager because I had an inspiring teacher, without this passion I would have given up when I got to the very hard parts of math. Personally I had to level up my math game a lot, when I started I had to keep pausing looking up terms, then write tiny prototypes, then keep learning. At the start it took me a month to read and understand a paper, now I can skim read them in minutes, without a passion for chemistry and the self discipline to keep at it I would have given up. Take extensive notes, actually review them frequently, and refractor them as you learn. Find mentors in the space, while reading papers I took names and reached out, I offered free programming to anyone who I found inspiring, and this built relationships with some pretty amazing professors and students around the world. Hope that helps! <3

SkyMarshal 3y ago

Fwiw there are other angel/seed/vc investors specializing in materials science you might apply to: https://signal.nfx.com/investor-lists/top-material-science-seed-investors https://signal.nfx.com/investor-lists/top-material-science-s... https://www.businesswire.com/news/home/20210412005180/en/TDK-Ventures-Closes-150-Million-Fund-for-Early-Stage-Materials-Science-and-Hard-Tech-Startups https://www.businesswire.com/news/home/20210412005180/en/TDK... https://www.wsj.com/articles/bill-gates-backs-new-vc-fund-focused-on-metamaterials-11622631600 https://www.wsj.com/articles/bill-gates-backs-new-vc-fund-fo...