AI startups balancing trillion-dollar potential with safety and control

This cluster spotlights how entrepreneurs are racing to harness AI’s next trillion-dollar opportunity while grappling with its hidden risks. One thread highlights a UC San Diego student using SaaS to build a future-focused business, illustrating the grassroots side of AI-enabled entrepreneurship. Another features CtrlAI, a proxy tool that adds guardrails and auditing to AI agents, underscoring a growing market for AI safety infrastructure. Together, they show that the real edge in AI now lies in pairing ambitious products with rigorous risk management.