Agentic AI is becoming more capable, but the way we design it may be fundamentally inefficient. Today, the default assumption is simple: if AI can reason about a task, let it reason about that task every time. But what happens when the enterprise already…
What if the most valuable output of AI is not an answer, but executable intelligence? Enterprises are rapidly putting AI into workflows, applications, agents, service desks, operations, customer journeys and decision processes. The assumption is usually…
The token economics model is not scalable. AI economics needs to change. Today, every time AI reasons, the meter runs. That is acceptable when the problem is new, uncertain or exceptional. But once the enterprise has already solved the problem, why should it…
Want to understand AI and start using it confidently? I’m making my complete 2.5-hour AI course available FREE for everyone on YouTube. This course is designed to help you understand AI without unnecessary complexity and, more importantly, learn how to use it…
Tere Sang Udaan is a soulful Hindi ballad that captures the essence of rising together — through love, hope, and every challenge life throws our way. These are my experiments on using AI to convert lyrics to audio. These are AI Generative Creatives. ai #songs…
Most enterprises do not need AI to think every time the business runs. Yet that is increasingly how we are designing enterprise AI. A large part of business execution may begin with discovery, ambiguity and reasoning. But once the right approach is understood…
AI Economics : Building and Scaling Intelligence. AI is getting cheaper, yet enterprise AI bills keep rising. Why? Because the price of intelligence and the economics of intelligence are not the same thing. In this short, I introduce AI Economics and the…
AI is getting cheaper, yet enterprise AI bills keep rising. The reason is simple: the price of intelligence and the economics of intelligence are not the same thing. In this short, I introduce the core idea behind AI Economics, explain the Token Meter…
Why are organizations paying AI to relearn what they already know? Much of enterprise AI today follows the same pattern: A transaction arrives. An LLM reasons. An outcome is produced. Then the next similar transaction arrives, and the LLM reasons all over…
"Rise With You" is a soulful journey through love, hope, and shared dreams. This heartfelt track celebrates the strength found in togetherness and the triumph of rising above life's challenges. These are my experiments on how to use AI to convert lyrics to…
AI is getting cheaper. But is it becoming more valuable? That question has been on my mind for some time. The AI industry has become exceptionally good at measuring consumption. We measure tokens, API calls, GPU hours, model prices, latency, infrastructure utilisation and…
The AI industry has become obsessed with tokens. How many tokens did we consume? Which model is cheaper? How much does a million tokens cost? But tokens measure what AI consumes. They don't measure what AI accomplishes, and they certainly don't measure the…
Excited to announce my new book, AI Economics: Building and Scaling Intelligence. AI is getting cheaper, more capable and increasingly autonomous. But there is a question I believe matters far more: What value are we actually creating with all this…
The AI industry has become obsessed with tokens. How many tokens did we consume? Which model is cheaper? How much does a million tokens cost? But tokens measure what AI consumes . They don't measure what AI accomplishes , and they certainly don't measure the…
AI does not remove scarcity. It relocates it, from the people who produce work to the people who must absorb it. For decades, knowledge work was rationed by the cost of producing it. A market analysis took days. A prototype took weeks. A presentation required…
Do you think AI is actually reducing work? It is certainly reducing the cost of producing work. Analysis that took days can now be generated in minutes. Code appears in seconds. Ten scenarios can be created where previously there might have been two. But…
Thank you to our member organizations, and especially to the leads and teams from Amadeus, AVEVA, Schneider Electric, and Siemens, for applying the SCI for AI specification to real-world AI use cases. This is exactly how a specification becomes truly useful:…
Technology sustainability starts with awareness, but it has to go further. It needs to become part of how organisations design, build, operate and scale technology. In this snippet from my keynote at CleanEnviro Summit Singapore, I share why sustainability…
What happens when organizations outsource not just work, but understanding AI can make an organization more capable while making it less knowledgeable. That sounds contradictory, but it is becoming possible. An analyst can produce a financial model without…
AI can make your organization more intelligent while making it less knowledgeable. That sounds contradictory. But as AI starts doing more of the analysis, reasoning, and decision support, something subtle begins to shift: The capability remains. The…
Days 21 to 24 closed the embodied arc. Every AI system now has a widened ledger: operational carbon on one side, hardware, model, and dataset receipts on the other. Today's issue turns to what creates demand on that ledger. A user creates intent. The…