Data as Strategic Advantage

Discuss how data becomes a long-term advantage in artificial intelligence, especially when model performance is improving rapidly and compute is expensive. Compare forms of data advantage: proprietary user data, industrial data, labeled domain data, real-time feedback loops, and data governance or access rules. Explain how a company or country can turn data into better models, better products, and stronger network effects without simply collecting more data. Include the risks of bias, privacy loss, and regulatory backlash.