The report reveals that conversational AI in 2026 is structured across five layers: interface, orchestration, model, data/memory, and infrastructure, with significant growth in "AI agent" searches and standardization of interoperability protocols like MCP. This matters to developers as it highlights the importance of tool use and protocol adherence for competitive advantage in building conversational AI systems.
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