Blog
Thoughts on AI, innovation, and technology consulting.
Your Customer Knows More Than You Do. Soon They'll Also Have the Compiler.
The founder's moat was never the code. It was the gap between domain knowledge and software skill. AI agents are closing the wrong half of the gap.
The Last Factory Before the Assembly Line
In 1892, a manager plugged an electric motor into his shaft-drive factory and saw no gains. He wasn't wrong about the technology. He was wrong about the system.
The Reckless Architecture
Meredith Whittaker called OS-level AI agents 'reckless.' She's right. But reckless implies an accident. That may be too generous.
Cory Doctorow Predicts the AI Collapse. He's Half Right.
Doctorow says the AI bubble will burst and the fired workers will be gone. The enterprise data from March 2026 suggests the collapse is already happening, quietly, one abandoned pilot at a time.
The Friendly Ghost in Your Laptop Is Writing Your Obituary
Meta is giving every employee a personal AI. The productivity gains are real. What nobody mentions is what else those AI assistants are quietly building.
Acemoglu's 0.66%: The Most Ignored Number in Tech
Acemoglu estimates AI will raise total productivity by 0.66% in ten years. Three independent signals confirm it. Nobody in tech wants to talk about it.
The Scribes of the Internet Died and Nobody Wrote a Eulogy
Stack Overflow questions are back to 2008 levels. Fifteen years of collective knowledge creation, erased. Not by a catastrophe. By convenience.
95% of Enterprise AI Projects Show No ROI. The Problem Isn't the AI.
Companies keep measuring AI efficiency gains on processes that shouldn't exist. That's why the returns never show up.
When AI Fails, Nobody Hears It
We imagined AI risk as noise. It turns out, the real failures are the quiet ones.
Every Safety Law Was Written in Blood. AI Governance Won't Be Different.
Seveso, Three Mile Island, Boeing MAX: regulation always arrived after catastrophe. AI governance is following the same script, and the first big incident is already overdue.
The Probabilistic Trap: Why Enterprise AI Stalls in PoC Purgatory
The most expensive, least productive real estate in the modern enterprise is PoC Purgatory. Here is why governance, not technology, is the bottleneck.
AG-UI: How a New Protocol Standardizes AI Agent Interfaces
AG-UI is an open protocol that standardizes the connection between front-end applications and AI agents. Here is what it means for enterprise development.
Absolute Zero Reasoner: How AI Learns to Reason Without Training Data
AZR enhances AI reasoning through reinforced self-play, no external data needed. The model creates its own learning environment in a closed loop.
From Tokens to Concepts: The Rise of Large Concept Models in Multilingual AI
Meta's Large Concept Models move beyond tokens to understand abstract ideas that transcend specific languages or modalities.
Learn New Stuff to Improve Old Solutions
The true power of growth often lies in reimagining what already exists. Fresh knowledge applied to older methods transforms solutions in unexpected ways.
Agentic AI and the Future of Autonomous Agents
Autonomous agents are intelligent systems engineered to achieve complex objectives with minimal human supervision. Here is what that means for your business.
The Reality Behind Generative AI: Beyond the Playground
Creating a PoC with LLMs is easy. Moving to production is another story entirely. Here is what it actually takes.
The Future of Destination Marketing: The Rise of the Digital Travel Ambassador
How AI-powered digital travel ambassadors are reshaping destination marketing and creating personalized visitor experiences at scale.
Private AI: The Corporate Answer to Data Security and Compliance
For regulated industries, sending sensitive data to public AI APIs is not an option. Private AI deployment is the enterprise path forward.
Navigating the Crucial Stages of Market, Product, and Operational Validation
Startup validation is not a single event but a sequence of stages. Getting the order wrong is the most common and expensive mistake founders make.
How AI Innovation is Transforming the Travel Industry
AI is reshaping travel from booking to experience. Personalization, dynamic pricing, and intelligent assistants are just the beginning.
Tailored Language Models: An Essential Guide for Innovators
Generic AI models are not enough for specialized business needs. Here is how tailored language models deliver real competitive advantage.
Beyond Boundaries: The Case for Uncensored AI
The debate around AI censorship touches fundamental questions about creativity, diversity of thought, and the role of guardrails in intelligent systems.