सिस्टम्स थिंकिंग और एआई से स्मार्ट लर्निंग

Lifelong Learning With A. A. Khatana · May 12, 2026 · 18m

We are trained to think in straight lines, but the world functions in circles. This tension between linear logic and systemic reality is why our solutions often create new problems.Shifting to circular thinking allows us to see how outputs return as inputs into a system. By looking below the surface of the "Iceberg," we can uncover the structures and values that actually dictate outcomes.View causality as a continuous loop rather than a linear sequence.Dig beneath the top layer of events to find long-term patterns.Evaluate if narrow success metrics are creating undesirable results…