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Abhishaike Mahajan
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How do you make a 250x better vaccine at 1/10 the cost? Develop it in India.
Abhishaike Mahajan5mo10

Sure! Agree with that all that, including in the 250x value is very much a Youtube-optimized headline than what the episode is actually about. They also obviously study clearance antibodies as well, alongside other measures of efficacy. 

Past that, many people in the vaccine world are quite optimistic on Soham’s approach. There is indeed a trust problem in India, but smart people there are deeply aware of it and are trying to combat it. 

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How do you make a 250x better vaccine at 1/10 the cost? Develop it in India.
Abhishaike Mahajan5mo10

That's fair! I agree that a paper would be better. The counterpoint to that point is that plenty of bio startups don't prioritize peer-reviewed papers given the time investment, and that the NIH clearly finds their data trustworthy enough to fund and conduct a phase 1 trial using their vaccine. 

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The unreasonable effectiveness of plasmid sequencing as a service
Abhishaike Mahajan8mo10

Yeah I can see that; I guess what I was trying to get across was that Plasimidsaurus did do a lot of cold reachout at the start (and, when they did do it, it was high-effort, thoughtful reachouts that took into account the labs needs), but largely stopped afterwords. 

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There aren't enough smart people in biology doing something boring
Abhishaike Mahajan9mo10

Hoping to learn more about the limiting factors via people who reach out after reading this piece :)

I do somewhat buy the talent shortage + funding argument, but I also agree that there is more to the story. It may very well be the case that hundreds of these boring companies exist; I just don’t know about them. Will update this thread in a few weeks with whatever more information I learn!

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There aren't enough smart people in biology doing something boring
Abhishaike Mahajan9mo10

That’s very true, but I do think the translation to privatization can be useful! Helps push for better UI/UX, better support, and even better infra work. This isn’t true across the board, hard to imagine a company creating something like MMSeq, but I have to imagine its true in other areas

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There aren't enough smart people in biology doing something boring
Abhishaike Mahajan9mo31

Good CRO’s are just an example, other examples are better physical/software tooling for lab ops and better lab [object] manufacturing

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There aren't enough smart people in biology doing something boring
Abhishaike Mahajan9mo51

Docusign does also have several other products, but that’s fair, they may very well be bloated. I do imagine that the bulk of the company is not engineering, but sales. Looking at LinkedIn confirms this: 19% engineering, 28% sales.

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Things I learned talking to the new breed of scientific institution
Abhishaike Mahajan11mo10

Yeah Arcadia is definitely less on the blue-sky/high-variance realm of the spectrum, and closer to 'better research in underserved areas of biology'. 

I was pondering adding Altos Labs here, alongside Retro Bio and Newlimit, but they do feel a bit different from others here given the strong focus on a for-profit system (Arcadia's for-profit focus is a bit more opportunistic). 

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Things I learned talking to the new breed of scientific institution
Abhishaike Mahajan11mo40

Arc probably has discovered the most influential thing: https://arcinstitute.org/news/news/bridge

Arcadia Science has a grab bag of a bunch of interesting stuff: https://research.arcadiascience.com/ 

Everyone else is a bit too new to have released many interesting things

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A primer on the current state of longevity research
Abhishaike Mahajan11mo10

Great catch, dumb mistake on my part, fixed! 

As for the latter question, I looked into this, and I think the 2 day 'on' of YF expression is literally just the max time it can be expressed without deleterious effects. I think people haven't investigated the 'off' cycle time as much. I suspect people are on the 'the more reprogramming I can do, the better' train up until recently, so that level of optimization likely is higher handing fruit. 

From here: https://www.nature.com/articles/s41467-024-46020-5
"The currently optimized method of partial reprogramming is the maturation phase partial reprogramming, which necessitates 13 days of continuous expression of Yamanaka factors in vitro...However, this optimized in vitro method may be highly damaging in in vivo models, as a continuous expression of Yamanaka factors for more than 2 days may have lethal effects in mice8,67. In vivo studies now focus on cyclic partial reprogramming...."

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22Mapping the off-target effects of every FDA-approved drug in existence
2d
1
154Endometriosis is an incredibly interesting disease
1mo
5
34Administering immunotherapy in the morning seems to really, really matter. Why?
1mo
0
31Will protein design tools solve the snake antivenom shortage?
2mo
0
8What could Alphafold 4 look like?
3mo
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4How do you make a 250x better vaccine at 1/10 the cost? Develop it in India.
5mo
5
28Reinforcement Learning by AI Punishment
6mo
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15Is there such a thing as an impossible protein?
6mo
3
4Better antibodies by engineering targets, not engineering antibodies (Nabla Bio)
6mo
0
18A primer on machine learning in cryo-electron microscopy (cryo-EM)
7mo
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