Bradley Woolf @brad_woolf
https://t.co/LPGNa8hUND California, USA Joined April 2017-
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algorithms are just business operations in a computer
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Bradley Woolf retweeted
@malikules I'd say Frances Arnold
the companies that have the greatest influence on biology are 150-350+ years old Merck founded- 1668 as an apothecary, then as a modern industrial pharma company in 1827 with morphine Pfizer in 1849 Bayer in 1863, with Aspirin in 1899 Eli Lilly in 1876 Johnson & Johnson in 1886…
best book ive read all year: amazon.com/dp/1628729864/…
Bradley Woolf retweeted
I finished my estimate on required compute to make an atomic-resolution virtual cell: 10^38 FLOPs to simulate a human cell for 1 day. We should be able to do this simulation in 2074 using 200 TW of power. 1/3
"a full Turing machine for biology" yes, exactly
"a full Turing machine for biology" yes, exactly
Bradley Woolf retweeted
i think about this a lot
biology has taught me that you literally are the pathways you reinforce over time
so instead of mixing multiple models’ outputs + averaging (ensemble), they composed different models focused on different subproblems then stitched them together the combination of this approach to modeling biology + genetic engineering efforts will be interesting
so instead of mixing multiple models’ outputs + averaging (ensemble), they composed different models focused on different subproblems then stitched them together the combination of this approach to modeling biology + genetic engineering efforts will be interesting
total possible drug compounds in our universe: 3x10^62 from chemists at CibaGeigy in the mid 90s
yay
simd with bigger bites + pre-chewed grapes
i wrote out the steps they followed here- (bradleywoolf.com/fine-tuning-ev…) also, the training costs of doing this are actually really cheap assuming 0.50 sec/step in training, both models only come out to: ~$160 (64.4 GPUh) imagine us doing this at scale for each human
i wrote out the steps they followed here- (bradleywoolf.com/fine-tuning-ev…) also, the training costs of doing this are actually really cheap assuming 0.50 sec/step in training, both models only come out to: ~$160 (64.4 GPUh) imagine us doing this at scale for each human
this is the best biology book written: amazon.com/Genetic-Switch…
Bradley Woolf retweeted
crazy that they called it context window when attention span was right there
the way to make it an actual thing is to make it accessible to everyone
wow ai companies are spending 80% of their total capital raised on compute- a16z.com/navigating-the… i wonder how much of this is from inflated prices from demand i can't even find a historical price graph on instance pricing. this is probably one of the biggest closed markets
this looks fun
Bradley Woolf retweeted
The Big Omarchy 2.0 Tour: If you're ready to try something totally different after using a Mac or Windows, this is your invitation to an adventure! omarchy.org
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