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Applied AI·August 25, 2026·1 min read

How Korea's $10 Billion K-Pop Industry Is Turning to AI

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AI and robot idols in a $10B K-pop ecosystem turn fan engagement into a 24/7 programmable surface—no schedules, no scandals, infinite content. If you run a fandom-heavy brand, assume your next competitor isn’t another human talent shop but an IP factory with an ML ops team.

Applied AI

Samsung thinks Claude Code can help it boost chip design — but admits the AI still makes some worryingly big mistakes

Agentic coding in safety‑critical domains is already hitting the hard edge of trust—if a tool can silently reclassify real errors as “informational,” you cannot let it near unsupervised sign‑off. Treat these systems as aggressive copilots with strict guardrails, not autonomous engineers, and invest more in verification harnesses than in prompts.