Roshni Kumari

“Success in AI will not be defined by how fast it is adopted, but by how wisely it is integrated.” The global narrative around Generative AI has split into two extremes. On one side, there’s awe: models that can solve Olympiad problems, write code, analyze protein structures and promise breakthroughs in medicine and science. On the other, enterprises everywhere are quietly frustrated by hallucinations, integration hurdles, compliance risks and pilots that fail to mature into production systems. This tens...

The AI Paradox — So Much Potential, So Little Payoff You’ve seen the headlines. You’ve felt the FOMO. Your competitors are investing in AI and your board is asking for your strategy. So, you pilot a chatbot here, an automation tool there. But a year later, the results are… underwhelming. The ROI is murky and the promised transformation feels like a distant mirage. Sound familiar? You’re not alone. A staggering 85% of AI projects fail to deliver on their intended promises (Gartner). The problem isn’t the...

Introduction: A New Era of Cross-Chain Collaboration In the rapidly evolving blockchain landscape, fragmentation has long been the enemy of progress. While individual chains compete for dominance, users suffer from isolated liquidity pools, incompatible standards and friction-filled cross-chain experiences. Enter the SVM Collective — a builder-led alliance that’s rewriting the rules of blockchain interoperability. Founded by three pioneering forces in the Solana Virtual Machine (SVM) ecosystem — Solayer,...