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De novo protein binder design pipeline that hallucinates binders through frozen AlphaFold2 weights, averaging a 46% experimental success rate.

Cyclic peptide structure prediction and de novo macrocycle design, by wrapping a frozen structure predictor's positional encoding into a ring.