The AI Metagame: Episode 03 with Haralabos Voulgaris

Episode 3 | The edge belongs to whoever's willing to break things first. Most people are waiting for the safe path. Haralabos Voulgaris handed an AI agent his brokerage API, watched it place $20,000 in unauthorized trades, and responded by building a better confirmation tree — not by shutting it down. We explore what happens when a professional gambler's risk appetite meets the AI frontier —…