According to Andrej Karpathy, test-based certification, supported by AI technologies, is essential for ensuring food safety in increasingly complex global supply chains (source: @karpathy, Twitter, July 1, 2025). Karpathy highlights how AI-driven quality control and real-time contamination detection are transforming food industry standards, enabling companies to automate compliance and prevent costly recalls. This shift presents significant business opportunities for AI solution providers specializing in automated testing, predictive analytics, and blockchain-based traceability systems within the food industry (source: @karpathy, Twitter).