Roshni Kumari

Hype Cycle on How to win the Understanding the Real Progress of Artificial General Intelligence The north star of the AI community has always been the quest to create a machine with the cognitive capabilities of a human being, able to learn, reason and apply knowledge to a very wide range of tasks i.e., Artificial General Intelligence (AGI). It has been a far-fetched idea, far into the realm of theory and science fiction, in decades. In 2025, though, it is no longer a matter of whether, but when. The hy...

Why Traditional Payments Hold Businesses Back Running an online business should be about selling, not struggling with payments. Yet, for many merchants, the reality looks like this: Transaction fees eating into margins. Lengthy settlement times and frozen payouts. Gatekeepers who can suddenly block or deny service. This system slows down commerce and restricts opportunities, especially for global merchants and creators. PayRam changes that equation. What Is PayRam? PayRam is a self-hosted, decentralize...

Decentralized finance (DeFi) is rapidly evolving, and Saros is one of the ecosystems driving innovation on Solana. At its core, Saros provides powerful SDKs that abstract away complexity and give developers clean APIs to integrate swapping, liquidity provision, staking, farming, and dynamic liquidity market making (DLMM) into their projects. But let’s be honest: the difference between a hackathon MVP and a production-ready app often lies in good documentation. That’s why this guide exists — so you can go...