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Drug discovery is a problem thats hard to define and measure. But we know that LLMs excel where there's clear metrics. Anthropic made a big point about speeding up Claude code and claude.ai with Opus 5.5, OpenAI is doing a sprint on Codex this month.

So dear AI labs, here's a drug-related challenge for you that might actually help: streamline the production of the top 100 generic drugs. Make them higher quality, lower variance and then race against each other to drive down the price to candy level. Show us how to build mini factories for cheap that we can build anywhere in the world.





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