Author: Amit Sinha
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Generative AI: A Probabilistic Foundation for Intelligent Systems
Everything you need to know about Generative AI — what it is, how it works, the key technologies behind it, where it is used today, and where it is heading next. For decades, software systems operated on explicit rules—deterministic logic designed by programmers. Outputs were predictable, traceable, and constrained.Generative AI fundamentally changes this paradigm. Instead…
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Understanding Language Models: The Foundation Behind AI Conversations
Every AI system you interact with today — ChatGPT, Claude, Gemini, Copilots, AI-powered search — runs on one idea: predicting the next word. That single mechanism, repeated billions of times across trillions of words, produces systems capable of reasoning, writing, coding, and conversing at a level that would have seemed impossible five years ago. This…
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From Business Intelligence to Decision Intelligence
Designing Systems That Turn Insight into Action For years, organizations have invested heavily in Business Intelligence. Dashboards became richer, KPIs more standardized, and analytics more sophisticated. More recently, AI and Generative AI have entered the picture, promising faster insights and smarter decisions. Still the core issues exists – Decisions still take too long. Insights spark…
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