ai
187 essays on this topic.
- RAG for Compliance: The Hard Problem Is Chunking, Not Retrieval
Banks are deploying RAG for compliance and discovering the hard problem isn't retrieval. It's the pipeline before it.
- Banking DS to AI Consulting: What the Transition Actually Teaches You
The operational instincts built in production banking don't belong in the past. They're exactly what makes a practitioner-turned-consultant useful.
- Most Banks Don't Need an AI Strategy
The real project isn't artificial intelligence. It's the data infrastructure that AI exposes as broken.
- Claude Code is Not a Coding Agent
Why I use Claude Code for everything except coding: cognitive compiler for strategy, decisions, and understanding.
- Production AI vs Demos: The Intent Classification Reality Check
Building AI systems that work in the real world requires thinking beyond the demo. What actually matters when users depend on your models.
- What and Why Beat How
When implementation becomes automated, human intelligence reallocates to purpose and strategy. The cognitive hierarchy inverts.
- Everyone Becomes Middle Management
The automation tool that creates more coordination work