VP, Artist Relations @ The Recording Academy
Emmy-Nominated Producer (61st Grammys)
The Architect of the "Grammy Moment"
Select pods will present their current architecture and progress. We will conduct live peer review.
We have mapped WHO we know (Social Graph).
We have mapped WHAT we know (Knowledge Graph).
Today, we use those structures to generate Novelty.
AI doesn't "know" things the way humans do. An LLM predicts the next most mathematically probable word based on billions of static weights.
If you rely on an LLM to generate your startup's strategy, product, or code, you are merely querying the average of the internet at a fixed point in time. It is prediction, not comprehension.
You cannot prompt your way to a proprietary paradigm shift.
To create novelty, you must stop asking the AI to remember, and start using it as a Reasoning Engine. By feeding the AI highly specific, structured context from your own Knowledge Graph (RAG), you force it to synthesize your reality, not guess at its own.
How do startups generate true novelty? By finding Structural Holes—taking two distinct capabilities or markets that have never intersected, and forcing a collision.
💡 The LLM averages existing data. Your Graph connects boundaries. By writing Cypher queries to find disconnected entities, you can mathematically generate product ideas that have a 0% probability of occurring randomly.
Prepare for Demo Day.
Finalize your startup's pitch, incorporating your WHO, WHAT, and WHAT IF layers.