@gok.exe: Some thoughts on the recent hype cycle around AI in biology. #medicine #medstudent #education #ai #biotech

Gokul | MD-PhD Student
Gokul | MD-PhD Student
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Saturday 10 October 2026 21:19:24 GMT
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dreamxccd3v
asdf :
You are SPECTACULARLY wrong.
2026-11-03 06:03:45
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can_beth
can_beth :
Professional mathematician, completely agree. Idk any e.g., cancer researcher who sees math problems being solved and thinks AI can solve their problems. I’m sure it is quite helpful with certain things (modeling, data review, maybe methodology refinement, etc.), but you can’t make life happen faster. Fwiw LLMs have proved a lot of theorems in math successfully, but the fail rate is high and it’s often convoluted even when right (think 2+2=4 from a person vs 2+5+11-4+3-13=4 from an LLM).
2026-10-26 13:30:02
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philkoshy
Philip Koshy442 :
I don't know the specifics but aren't firms comitting money to attempt building an RL environment for (simulated) cells/biology? I realize it is nascent research, but we've seen the speed this stuff moves...I would be surprised if progress required simulating the whole world.
2026-10-20 16:31:48
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pakisasuke
oki doki :
Great perspective
2026-10-31 17:48:34
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oawmlx_ktjrwiac
berb :
Yeah, if something can be verified very quickly, you can create an environment that can be hill climbed easily
2026-10-12 03:07:40
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dvntets
cormorant :
do you think prior data or other computational methods like simulation will be meaningful sources of reinforcement? I get that it's far from end-to-end like with math, so idk if improvements for that stage would even be much use?
2026-10-26 19:12:28
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user7140145129677
Steph :
But drug development and NAMs has quickest applicability to shrink this timeline
2026-10-12 17:42:41
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inquisitius
Inquisitius :
We are going to have to have a conversation about how to do FDA clinical trials going forward. They shouldn’t be shortened but we are going to be throwing a bunch of shit at the wall in the coming years.
2026-10-28 23:50:43
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5_4034
The_Chad_Xi :
Whi cares STEP 2 is way more important than
2026-10-10 22:02:42
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sfn171717
sfn :
Which LLMs do you believe are most suitable for medstudentd
2026-10-10 22:10:01
0
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