Re-Imagining Reality in the Age of AI
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Category: AI

Agentic AI – New wine in an old bottle or Old Wine in a new bottle?

April 6, 2026April 6, 2026 madhuAI, AI/ML, LLMs, Workflow Technologies

What are Agentic AI systems? These are:“autonomous software systems that perceive, reason, and act in digital environments to achieve goals on behalf of human principals, with capabilities for tool use, economic transactions, and strategic interaction.” AI agents can employ standard building…

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AI for Business and the Business of AI

March 23, 2026March 24, 2026 madhuAI, AI/ML, LLMs, Workflow Technologies

Modern LLM-based AI has been the techno rage over the past 24-36 months (Crypto, blockchain, DeepLearning etc being in the rearview mirror). OpenAI with ChatGPT, Google with Gemini, Anthropic with Claude, Perplexity with its Computer and a wide variety of…

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Are “LLMs” – good models ?

March 22, 2026March 24, 2026 madhuAI, AI/ML, LLMs

LLM’s – both the vanilla ones and the latest with different kinds of reasoning capabilities – are being positioned as a very viable “model” for the reality around us. The long-term vision is such a model – would enable us…

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On Realizing the Promise of Modern-day AI

February 24, 2026March 24, 2026 madhuAI

We are in Q1 2026, nearly twenty-five quarters since I last made a blog entry. The tech world has completely changed post-COVID – with the advent of the new world of deep learning/LLMs, AI Agents and Robotics. I have watched…

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Recent Ruminations

  • Agentic AI – New wine in an old bottle or Old Wine in a new bottle?
  • AI for Business and the Business of AI
  • Are “LLMs” – good models ?
  • On Realizing the Promise of Modern-day AI
  • Design Notes I – “Designing/Re-Designing our world” – a way forward

Categories

  • AI (4)
  • AI/ML (4)
  • Big Data (6)
  • Computational Advertising (1)
  • Design (2)
  • LLMs (3)
  • NLP and Machine Learning (2)
  • Social Media (2)
  • Startups (2)
  • Text Analytics (1)
  • UI Development (1)
  • Web and Tech trends (3)
  • Workflow Technologies (2)

Essays

  • On Asking the Right Question
  • On Going to Graduate School – Some Reflections and pointers!
  • State – What does it mean in the computational world ?
  • What makes a good thesis problem?
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