Blog
Tracking the development of an AI Economist
From Consensus to Alpha: Harness Engineering for Macro Strategy
Every word of our Pre-MPC briefing is AI-generated. The analysis follows a multi-step logic chain, all comments are tied into data and all data ties back to a numbered chart. The reason the note reads well isn't because the LLM is smart — it is because the harness around it is.
April 28, 2026
Chris Apostolou
AIAutomationLLMAlpha
Refining the Logic of an AI Economist
The AI wasn't just mistaken; it was, at times, completely backwards. After a deep-dive review, we found that in about 20-30% of the notes, the AI was inverting the core logic of economics.
February 19, 2026
Chris Apostolou
AIAutomationLLMEconomics
First Attempt at an AI Daily Note
This newsletter (US Daily Macro) mirrors my human approach to writing daily notes 25 years ago. It's entirely "Vibe Coded"—I haven't written a word of code myself.
October 28, 2025
Chris Apostolou
AIAutomationVibe Coding
