Monday, May 11, 2026

Netanyahu's 8th Front

HOW TO CURE EVERYTHING: risk-rewards will massively change once Cell Cinema scales I keep coming back to one question: what becomes worth attempting when biology becomes easier to read? Most conversations about AI and drug discovery are still stuck on generation. ............. But the deeper shift happens when the biological feedback loop becomes fast and information-rich enough that those generated ideas can be corrected by reality. ................

This is one reason software compounds so quickly.

................ In biology, the feedback loop has been slow, expensive, destructive, and often indirect. It involves: perturbing a system, waiting, stop experiment, stain it, sequence it, image it, or run an endpoint assay, and then reconstruct what you think happened. Sometimes that works. Sometimes the most important part of the biology happened in between the timepoints, in a cell state you did not measure, through a compensatory pathway you did not expect, or in a form of toxicity that only becomes obvious when the system is watched over time. ........ Cell Cinema is what changes when that feedback loop starts to look more like a movie and less like an autopsy. ............... The real point is that living cells move through states, and many of the most important drug effects are not static. ................

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