My son pleasured himself on Gemini Live. Entire family's Google accounts banned
Article URL: https://old.reddit.com/r/LegalAdviceUK/comments/1s92fql/my_son_pleasured_himself_in_front_of_gemini_live/ Comments URL: https://news.ycombinator.com/item?id=47595971 Points: 27 # Comments: 11
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Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets
arXiv:2604.02460v1 Announce Type: cross Abstract: Recent work reports strong performance from multi-agent LLM systems (MAS), but these gains are often confounded by increased test-time computation. When computation is normalized, single-agent systems (SAS) can match or outperform MAS, yet the theoretical basis and evaluation methodology behind this comparison remain unclear. We present an information-theoretic argument, grounded in the Data Processing Inequality, suggesting that under a fixed reasoning-token budget and with perfect context utilization, single-agent systems are more information-efficient. This perspective further predicts that multi-agent systems become competitive when a single agent's effective context utilization is degraded, or when more compute is expended. We test the
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