Why operational AI falters beyond the demo
As more companies roll out AI tools into operational software, adoption is becoming a more important test than deployment alone. A tool may clear procurement and... Read more.
Why earned media is becoming B2B’s last reliable trust signal
Earned media tells a prospect where to pay attention and whom to trust. A company’s owned content does that job too. But AI has made polished, expert-sounding... Read more.
From Years to Weeks: How Purpose-Built AI Is Rescuing Neurology Clinical Trials
Throughout my career analyzing healthcare data workflows, I have witnessed brilliant scientific breakthroughs stall at the same frustrating bottleneck: patient... Read more.
How the CFO Office is becoming the brain of today’s businesses
For thousands of years, every major technological advancement in finance has promised the same thing – speed. Looking back at some of the great innovations... Read more.
The AI button that doesn’t exist
I speak to CEOs every week who are looking for the magic AI button. The one you press to generate leads. They’ve usually been told it exists, often by someone... Read more.
Contracting and the One‑Day Hybrid‑Training Prerequisite: Preparing Individuals for an AI‑Accelerated Labor Market
Abstract AI adoption is accelerating faster than traditional employment structures can adapt. Recent economic analyses show a widening gap between early AI adopters... Read more.
Why RAG Is a Workaround, Not an Architecture
Most enterprise AI deployments today are built on RAG. Retrieval-augmented generation. Vector stores feeding context into language models. Some flavour of “search... Read more.
Why Hallucination Is Structural, Not Training-Fixable
Every six months, a new model is released, and the announcement includes a sentence like “hallucination rates are reduced by X percent.” The implicit... Read more.
The Pre-Selection Layer: Routing Intent Before the Model Sees It
The architectural mistake that defines current AI deployment is sending everything to the model. Every query. Every interaction. Every decision. Every routing question.... Read more.
GlyphMath: The Operator Algebra Behind Deterministic Cognition
There is a quiet difference between a system that processes information and a system that has an algebra for processing information. Most software has the first.... Read more.