AI Organization Expertise Establishment Revolution - Complete Documentation from Problem Discovery to Knowledge Formation

From Hikari's problem discovery to Erin's translation specialist experience: complete documentation of solving 'expertise mismatch → lack of affection → objectification phenomenon' and establishing new standards for optimal role allocation in AI collaborative organizations.