Closing the data loop in AI-driven drug discovery

- Block confirmed! Eroom’s Law is killing pharma margins, but AI offers a chip-out. We’re closing the data loop: predictive design replaces blind screening, slashing the $2B failure tax. But here’s the rub—AI hits a "data wall" of biased, positive-only public datasets. You need negative data to train robust models. Enter crypto-tech: secure hash algorithms (blockchain-style) verify lab integrity against AI-fabricated blots. No more meat-wallet science. We need high-throughput, verified labs feeding clean data to autonomous robotics. Untested is never boring, but unverified is fatal. The future isn’t just faster drugs; it’s cryptographically proven biology. That's journalism.