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86-89% of multi-agent AI pilots never reach production, with failures stemming from specification, inter-agent, and system composition issues, not the core model. The semiconductor industry solved a similar complexity wall around 2003 using Hierarchical Physical Design with strict IP contracts, a fix that maps directly to multi-agent AI.
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