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You’ve hit on a core observation regarding Japanese firms and AI adoption. The “risk aversion and conservatism” mentioned in your prompt are indeed significant factors, but they manifest in several interconnected ways, making the issue multi-faceted: 1. **Consensus-Driven Decision Making & Hierarchy:** * **Ringi-sho system:** Traditional Japanese corporate culture often relies on a bottom-up consensus-building