Weekly AI/ML & Biotech Digest — Jul 27 to Aug 2, 2026
Curated weekly digest of notable AI/ML and biotech developments. Flagged items are manually selected; remaining items are the week's most recent.
🧬 Biotech
- ★ A systematic evaluation framework for universal antibody-antigen binding affinity prediction and candidate recommendation
- ★ Miniaturizing and modifying natural proteins with Raygun
- ★ Cellular and signalling mechanisms that regulate the blood–brain barrier — The blood-brain barrier (BBB) is a unique specialization of central nervous system (CNS) capillary endothelial cells that controls molecular traffic between the blood and the brain.
- ★ Structure-free, site-resolved contrastive learningextends small-molecule discovery beyond the reachof structure-based modeling — Virtual screening asks which molecules, among an enormous space of drug-like chemistry, are worth synthesizing and testing against a protein target.
- ★ Structure and evolution-guided design of minimal RNA-guided nucleases — The design of RNA-guided nucleases with properties not limited by evolution can expand programmable genome-editing capabilities.
- ★ Quantum computing in transition
- ★ Targeted delivery of diverse biomolecules with engineered bacterial nanosyringes — Abstract The Photorhabdus virulence cassette is a microbial nanosyringe that can be engineered to deliver protein cargos into human cells.
- ★ Predicting functions of uncharacterized gene products from microbial communities — Abstract The majority of genes in microbial communities remain uncharacterized.
- ★ Thinking and rethinking data AI readiness
- ★ Capable language models can outgrow the benefits of collaboration
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