Category: Bioinformatics
LLMs and machine learning in biology, drug discovery, genomics, clinical AI, and biosecurity.
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Prompt Injection Succeeds 94% of the Time Against Clinical LLMs
A JAMA Network Open study found prompt injection attacks succeed 94.4% of the time against clinical LLMs, including 91.7% in high-harm pregnancy drug scenarios. Based on PubMed-indexed research,…
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How Protein Language Models Learned to Design Dangerous Proteins
Researchers used three open-source protein design models to bypass DNA synthesis screening in 2025. Here is how protein language models work, why training data exclusion fails as a…
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LLMs Give Novice Biologists 4x Uplift on Dangerous Tasks
A 2026 study measured LLM access giving novice biologists a 4.16x accuracy boost on biosecurity-relevant tasks, including beating expert baselines. Here is the mechanism and what it means…
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