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AI x Bio Labs Need 8 H200 GPUs, 300 CPU Cores, Petabyte Storage

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Anshul Kundaje@anshulkundaje#1779inTech

Let's talk about compute hardware. To be seriously competitive in AI x Bio, we minimally need something in the range of 8 H200 GPUs, 300 CPU cores, a PetaByte of disk space (let's exclude back up costs for now).

Anshul Kundaje@anshulkundaje

A staff scientist ranges between 110K - 150K salary. Which comes out to at least 146K - 190K per year.

9:27 AM · Jun 9, 2026 · 1.2K Views
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Users dismissed AI x Bio labs' extreme hardware demands and costs as infeasible and politically weaponized against institutions.

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Anshul Kundaje@anshulkundaje

Even if we went the cheapest route and try to buy hardware ourselves, this would cost close to at least 800K - 1M one time cost that would need hardware refresh once every 4 years at least. Would be much higher if it were a cloud option. This is excluding back up, power etc

Anshul Kundaje@anshulkundaje

Let's talk about compute hardware. To be seriously competitive in AI x Bio, we minimally need something in the range of 8 H200 GPUs, 300 CPU cores, a PetaByte of disk space (let's exclude back up costs for now).

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Anshul Kundaje@anshulkundaje

It is a political weapon to disable institutions in blue states that will be most affected by this. That's what this is. Just like every other f'in thing this dumbass, vile & utterly corrupt administration has proposed.

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Anshul Kundaje@anshulkundaje

Then there's travel to meetings, publication costs which are F'in insane. (This is where the NIH can actually save money! But nothing has been done yet).

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Anshul Kundaje@anshulkundaje

And I've not even included my own salary here. Just freaking do the math and consider whether it is seriously feasible to run a lab with even 10 personnel with 2 R01s. Hence, absolutely insane that this kind of nonsense is even being proposed.

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