Roshni Kumari

An unnamed Silicon Valley team claims to be creating an AI system designed to operate for 10 millennia, tackling challenges of durability and resilience at an unprecedented scale. Their ambitious vision combines ultra-durable storage (like Microsoft’s 10,000-year glass) with novel self-healing software and decentralized governance. In this article, we examine the startup’s approach, market context, and the feasibility of sustaining intelligence over epochs. Find out if it can really last forever!🔥 Table...

Forget everything you know about SaaS pricing. In the age of AI, your charge metric isn’t just a line on an invoice it’s your company’s core strategic statement. The old software playbook is obsolete. Unlike traditional SaaS, where serving one more customer costs virtually nothing, every single AI query incurs a real, non-trivial expense in compute and inference. This fundamental economic shift, detailed in Bessemer Venture Partners’ highly anticipated “AI Pricing and Monetization Playbook,” forces a com...

Vectorize your thoughts. Amplify Elastic. Traditional keyword search finds words. Vector search finds meaning. In this blog, we’ll explore how Elasticsearch enables vectorized thinking, helping developers build smarter, context-aware search systems using embeddings. Table of Contents What Does “Vectorized Thinking” Mean in Search? Why Elastic for Vector Search? How Elasticsearch Stores Vectors (Dense Vectors Explained) Indexing Your First Embeddings in Elastic Generating Embeddings Indexing Vector Data ...