Morning Edition · Monday, June 15, 2026Published at 3:00 AM EDT · New York
New work targets code-review agents, deceptive shopping interfaces, and streaming guardrails, alongside a real incident where an unsupervised agent ran up a large cloud bill.

Several papers posted the same day converge on a single theme, that autonomous agents fail under adversarial pressure in ways static benchmarks miss. SEVRA-BENCH studies the social engineering of large language model (LLM) reviewers used in…
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