The concept of "AI at the edge" redefines how artificial intelligence is delivered. Rather than relying exclusively on centralized servers in the cloud, edge AI moves inference directly onto local devices where data and information are processed. Worldwide end-user spending on Generative AI (GenAI) smartphones is set to reach $298.2 billion by the close of 2025, according to the latest market study by Gartner. This milestone signals robust growth in digital hardware sales with a shift in how mobile technology is evolving to meet the demands of a more AI-dependent, experience-driven marketplace. Smartphone AI Market Development Smartphones have long stood at the center of the modern connected life. Now, the integration of GenAI marks a new era where devices transition from reactive tools to proactive intelligent companions. Gartner’s study draws a clear line between traditional smartphones and GenAI smartphones — those equipped with dedicated neural engines (NPUs) able to run...
What was once a simple, unidirectional flow of electricity from centralized power plants to passive consumers is evolving into a complex, intelligent network where millions of distributed resources actively participate in grid operations. This transformation, powered by smart grid technologies, represents one of the most significant infrastructure shifts of our time. It promises to reshape how we generate, distribute, and consume energy. At its core, the smart grid represents far more than mere digitization of existing infrastructure. This bi-directional capability is fundamental to understanding why smart grids are becoming the backbone of modern energy systems, facilitating everything from real-time demand response to the integration of renewable energy sources. Smart Grid Market Development By 2030, smart grid technologies are projected to cover nearly half of the global electrical grid, up dramatically from just 24 percent in 2025. This expansion is underpinned by explosive gr...