Weekly AI/ML & Biotech Digest — Jun 29 to Jul 5, 2026
I am starting a series of weekly digest of notable AI/ML and biotech developments related to my own interests. While most of the contents here are published in the past week, I may also add papers that were published earlier but just got my attention. I hope you will find these weekly digests useful.
🧬 Biotech
- ★ Multivalent mRNA vaccine platform with compatible antigens conferred broad-spectrum protection against orthoebolaviruses' exposure — A multivalent mRNA vaccine platform delivering glycoproteins and nucleoproteins in a single LNP for broad-spectrum protection against EBOV, SUDV, and BDBV. (PNAS)
- ★ Biomolecular profiling for noninvasive health monitoring — A review highlighting how MS-based molecular discovery and wearable sensing serve as complementary approaches for continuous, noninvasive health monitoring. (Nature Biotechnology)
🤖 AI/ML
- ★ Evaluating Large Language Models in Scientific Discovery — A scenario-grounded benchmark evaluating LLMs across biology, chemistry, materials, and physics on iterative reasoning, hypothesis generation, and observation interpretation. (arXiv, Song et al.)
- ★ A generative artificial intelligence approach for peptide antibiotic optimization — Generative AI applied to optimize peptide antibiotics for improved efficacy and selectivity. (Nature Machine Intelligence)
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