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Tuesday, 6 October 2026
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AI Research

Research papers, benchmarks, architectures, reasoning and training methods.

#Multi-Agent Systems — 1 article ✕

Google Research publishes workshop report on privacy and security challenges for autonomous AI agents

Google Research released a report from its Contextual Agent Privacy and Security (CAPS) workshop, co-authored with over 50 academic and industry researchers. The report argues that AI agents need to reason about context-specific social norms, not just static permissions, to act appropriately when handling personal data and taking actions on a user's behalf. It proposes a multi-layered approach spanning system-level sandboxing, model-level reasoning, user-centric controls, multi-agent guardrails, and ecosystem governance, grounded in the theory of Contextual Integrity.

Google Research