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daily digest AI Agent Arxiv Digest

AI Agent Arxiv Digest — 2026-08-12

Tool interface design boosts coding agent consistency by 4.7x while halving token usage; memory distillation lifts a 4B model's AppWorld accuracy by 27.2 percentage points to near-frontier level; institutional design experiments show that identical safety rules paired with different enforcement mechanisms yield violation rates ranging from 0% to 23%

#ai-agent#arxiv#daily#agent-architecture#agent-memory#agent-safety
ai guide

Google's Eight Multi-Agent Design Patterns

Google outlined eight multi-agent design patterns: from the simplest Sequential Pipeline to the composable Composite Pattern. More complexity isn't always better — picking the right pattern matters more than stacking agents.

#multi-agent#design-patterns#google#agent-architecture#generator-critic#orchestration