एआई और भौतिक दुनिया का तरल संगम

Lifelong Learning With A. A. Khatana · May 24, 2026 · 19m

We are moving past the era of standalone AI tools toward a unified digital-physical infrastructure. This transition creates a new tension between specialized local reasoning and massive, centralized cloud orchestration.The core of this change is the "fluid backbone," a system that orchestrates diverse agents and computing substrates into a single cohesive force. By integrating quantum utility with classical infrastructure and enabling robots to understand physical laws, technology is moving from the screen into the physical world.• Multi-agent systems use specialized coordinator layers to…