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AI-guided optimization for thermostable mRNA vaccines

Nature Biotechnology, Published online: 28 September 2026; doi:10.1038/s41587-026-03330-x AGENT, an AI-driven framework integrating high-throughput experimentation with Bayesian optimization, enables the rapid engineering of thermostable, solid-state mRNA vaccines. These formulations retained full bioactivity after storage at 37 °C for 2 months, elicited immune responses non-inferior to fresh…

We haven't written up this one. Nature Biotechnology has the full story — the link below goes straight to it.

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Prompt Injection Is the New SQL Injection: Building Resilient AI‑Powered Applications

Originally published on tamiz.pro . The rapid adoption of Large Language Models (LLMs) has introduced a new class of vulnerabilities that directly mirrors the legacy threats of the early web.

  • Prompt injection parallels SQL injection, a new AI security threat.
  • LLMs treat all input as raw text, lacking clear code/data distinction.
  • Defensive strategies from SQL injection needed for resilient AI apps.

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