INSIGHTS
How we think about the AI era.
Essays and research notes on operating layers, decision architectures and what it means to build an AI-native enterprise.
The Enterprise AI Paradox - The Age of Abundant Intelligence
A five-part essay series on how AI is reshaping enterprises, competition, and decision-making Over the last eighteen months, I have had the opportunity to discu…
Read essay →
The Enterprise AI Paradox - The Capability Debate Is Over
A five-part essay series on how AI is reshaping enterprises, competition, and decision-making Over the last eighteen months, I have had the opportunity to discu…
Read essay →
Teaching AI to Talk: Why Generating Video Is an Entirely Different Engineering Problem
Most people interact with AI through text. You type something, the AI types back. It feels like a conversation, and the underlying technology — large language m…
Read essay →
AI Isn't Magic — Bad Usage Is Wasting Intelligence
How context bloat silently inflates token spend, degrades output quality, and what you can actually do about it. The Day My AI Started Getting Dumber Three mont…
Read essay →
The Knobs and Dials of AI
When you chat with ChatGPT, Claude, or any AI model — you're seeing the output of dozens of hidden settings working behind the scenes. These settings, called pa…
Read essay →
AI’s Frontier Hangover: Why CFOs Will Demand Orchestrators, Not Just Bigger Models
The biggest enterprise AI story of 2026 is not that models are getting smarter. It is that the economics of using them at scale are becoming impossible to ignor…
Read essay →
From Copilots to Operating Models: What CXOs Should Do After Google I/O 2026
Google I/O 2026 made one thing clear: the next phase of enterprise AI will not be won by companies that deploy the most copilots. It will be won by companies th…
Read essay →
Google I/O 2026 and the Enterprise Reality of AI
Google I/O 2026 was not important because it introduced more AI features. It mattered because Google showed, with unusual clarity, that the industry is moving f…
Read essay →
Beyond the AI Subscription Time Bomb: Why Internal Model Hosting Matters
This post responds to Adam Patarino’s article, “Every AI Subscription Is a Ticking Time Bomb for Enterprise”, which argues that today’s AI subscriptions often h…
Read essay →
How Small Language Models (SLMs) Are Replacing Heavy AI Models in Mobile Apps
Headline caveat: SLMs are not a universal substitute for frontier LLMs. In production mobile, they increasingly own the workloads that matter for retention fast…
Read essay →
Page 1 of 2 · 16 essays