current Inference of experimental protein fitness landscapes Probabilistic models that infer sequence-function relationships directly from high-throughput selection experiments Anti-influenza peptides Designing peptide inhibitors of the PA-PB1 interface of the influenza polymerase Anti-tumor peptides for KRAS-mutant lung cancer Whole-cell phage display and probabilistic modelling to identify peptide binders associated with KRAS-mutant contexts Context-aware bioinformatic AI agents Inverting differential expression analysis by building context-specific knowledge graphs that generate directional predictions past