klotz: manufacturing* + robotics*

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  1. Driven by labor shortages, Japan is leading the "Physical AI" sector by integrating AI with its advanced mechatronics and hardware expertise. Supported by significant government funding, the nation is moving from experimental trials to practical deployments in logistics, manufacturing, and defense, aiming for global market dominance by 2040.
  2. This article discusses the challenges of assembly planning in manufacturing, highlighting its complexity and the need for AI-powered solutions. It explains the gap between 'as-designed' and 'as-manufactured' views of a product and how AutoAssembler aims to bridge this gap with a 'virtual build' approach. It details why classic approaches to assembly planning have stalled and how recent advancements in compute power, AI, and data models are making industrial-scale assembly planning tractable.

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