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AGI will manifest as a product ecosystem rather than a single model. It requires the orchestration of agents, tools, and infrastructure to solve general problems, representing a 'capability overhang' where existing models are underutilized by current product designs.
Impact: Shifts competitive advantage from model training to product integration and orchestration, favoring companies with strong platform ecosystems.
— from AI Native Development: Context Engineering and AGI Productization · The AI Native Dev - from Copilot today to AI Native Software Development tomorrow· Apr 21, 2026