Explainer5 min read
A virtual-cell model predicts a measurement after researchers change a cell. Its usefulness depends on which experiment it can predict, which examples it has already seen and whether the prediction survives a new biological context.
Read article ↗Explainer5 min read
AlphaFold predicts molecular structures, AlphaGenome predicts regulatory measurements from DNA, Evo 2 models genomic sequences and State predicts cellular responses. Each needs a different experimental test.
Read article ↗Investigation5 min read
An automated laboratory becomes a learning system when measured results determine the next experiments. Cell-free protein synthesis and enzyme engineering show what these systems have achieved, how people contributed and which comparisons remain missing.
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