[EN] AI-Research | 20260318-003 | Multi-Agent Scaling Laws, AAIF, Fungal Networks

EP03: When Agents Learn to Scale, and Fungi Show Them How Deep dive into Google's first quantitative multi-agent scaling laws (180 configurations tested), the Agentic AI Foundation (AAIF) and its three foundational projects (MCP, goose, AGENTS.md), Aaron Levie's insights on enterprise agent governance from Latent Space podcast, plus cross-domain connections from mycorrhizal fungal networks and game-theoretic mechanism design. Key takeaways: (1) More agents is NOT a silver bullet - sequential tasks lose 39-70% performance; (2) Agent interoperability enters its standards era with AAIF; (3) Nature's fungal "trunk routes" offer a third path beyond centralized vs decentralized architectures.