Intellectual property management involves handling the full lifecycle of managing knowledge assets – both digital and physical, from identifying new innovations to managing licensing, commercialization, infringement monitoring and enforcement. The current philosophy of intellectual property (IP) management balances an innovator’s…
Category: AI
A generalist or a specialist in the age of AI – what is your bailiwick?
As the AI (and Robotics) bandwagon starts impacting everyday life, an interesting issue facing all humanity across different economic value chains is – How do I “protect” myself from the collateral damage of AI adoption at scale? Here we focus…
Agentic AI – New wine in an old bottle or Old Wine in a new bottle?
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…
AI for Business and the Business of AI
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…
Are “LLMs” – good models ?
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…
On Realizing the Promise of Modern-day AI
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…