AI Constraint-Driven Creativity
Chapter 8: What Was Actually Built The original question was simple: Can AI generate interesting content that audiences enjoy? The answer is yes. The proof is not only on the…
Chapter 8: What Was Actually Built The original question was simple: Can AI generate interesting content that audiences enjoy? The answer is yes. The proof is not only on the…
Chapter 7: The Findings The process is the asset, not the prompts. The real output of this project is a repeatable playbook: how to build an audience, how to buy…
Chapter 6: The Scaling Framework El Pico Navideño proved the content could work. The next question was whether the system behind it could scale without burning money on audiences that…
Chapter 5: El Pico Navideño and the Christmas Opportunity The system was built. It needed a real test. The hypothesis was simple: Latin audiences enjoy their classic villancicos and beloved…
Chapter 4: The System, Building the Assembly Line Mapping 20+ LatAm markets was the easy part. Producing content across all of them without losing quality was a different problem entirely.…
Chapter 3: The Messy Middle The EDM Lab was my first mistake. I assumed electronic music was the safest starting point. Universal, language-agnostic, no cultural landmines. The data disagreed immediately.…
The Translation Trap and the Master Prompt The first attempts at AI-assisted Latin music content had a problem. They sounded like corporate PR had gotten involved. Technically correct English-language logic…
Why This Case Study Exists This is a live experiment built around one question: can AI generate culturally relevant content that audiences enjoy? To find out, I launched a YouTube…