The Alpha is in the Pipeline, Not the Prompt
Most people are approaching AI like retail investors approaching the stock market: emotional, reactive, and focused on the wrong metrics.
They obsess over Context Engineering which is the art of crafting the perfect prompt, the subtle nudges to get the LLM to hallucinate less and reason more. They treat the AI like a magic oracle, believing the secret lies solely in the incantation.
They are wrong.
If you want to become powerful with AI, yes, you must learn how to control the context window. But if you want to be sovereign, if you want to build systems that compound while you sleep, Context Engineering is just the UI.
Data Engineering is the engine.
I spent years in high finance. I co-founded a hedge fund. I’ve seen how the sausage is made. In that world, the analyst who writes the best investment thesis doesn’t win. The fund that gets the cleanest data signal 50 milliseconds faster than the rest of the market wins.
The thesis is the prompt. The signal is the data.
If you are building AI age…
