Cybersecurity #ai#coding
AI's Homogenization Risk: Why Enterprises Need Live Learning
Most AI products today are built on a small set of foundation models, leading to a market of apparent variety but underlying homogeneity, warns Dr Yichuan Zhang, CEO and co-founder of Boltzbit. The author argues that enterprises must adopt live learning models that evolve continuously in production to retain individuality and avoid inheriting a standardized AI future.
Jun 12, 2026 2 sources