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Top signals · Oct 29 – Nov 1, 2026 · Updated Nov 1, 16:04 UTC
Show HN: Devloops – Adversarial agent loops so humans only make the key decision
Same model, different agent: 17 points apart on 21 MCP servers
Google Discloses PageBreak AI Security Agent That Found 500+ XSS Bugs
According to a paper published by Google, its AI-powered security agent has uncovered more than 500 XSS vulnerabilities across its web applications since entering full operation in January. PageBreak uses Gemini model... Context & related coverage →
Glance: The Generator Is Its Own Reranker
Retrieval-augmented generation commonly serves separate models for reranking and answering, duplicating model residency and passage processing. We introduce Glance, which equips the generator with a lightweight decisi... Context & related coverage →
Understanding and Mitigating Role Spoofing in LLMs
Despite growing capabilities, LLMs remain susceptible to prompt injections: malicious inputs that can manipulate or hijack models. In particular, it has recently been observed that LLMs can exhibit role confusion (Ye... Context & related coverage →