DeAngelisReview

VUCA became outdated corporate wallpaper. BANI better names today's reality: brittle systems, anxious decisions, non-linear shocks, incomprehensible complexity. But behavioral responses alone aren't enough — engineered, mathematically rigorous systems are essential.

Supply chains face escalating cybersecurity threats across logistics, fraud, and operational technology. Experts urge collaboration, proactive risk mapping, and AI-powered defenses to combat increasingly sophisticated, AI-driven attacks targeting interconnected global systems.

Three converging events reveal a single crisis: our strategic frameworks for managing complexity are failing just as AI systems become too opaque to govern. A five-part essay series exploring solutions launches next week.

Supply chains face increasing disruption from geopolitical, climate, and market forces. Success requires broadening perspective, leveraging intelligence networks, and adopting AI-driven autonomous decision-making to build resilience rather than chasing disruption-proof solutions.

RAG enhances large language models by connecting them to external, up-to-date data sources, improving accuracy, reducing hallucinations, and enabling cost-effective, domain-specific AI applications without requiring expensive model retraining.

Random Acts of Kindness Day, celebrated February 17th, began in 1982 and encourages simple, compassionate gestures toward others — proving small actions can meaningfully improve lives and communities worldwide.

Trump's Genesis Mission leverages National Laboratories, supercomputers, and federal datasets to accelerate AI-driven scientific discovery. Twenty-four organizations including Anthropic and OpenAI joined. The initiative aims to compress research timelines while maintaining US leadership against China's growing R&D capabilities.