The source is a portion of a cybersecurity-focused interview featuring Román Ramírez, a prominent figure in the field and a founder of the RootedCon and Good Job Foundation. The discussion primarily addresses the transformative impact of artificial intelligence (AI) on cybersecurity, with Ramírez asserting that AI represents a paradigm shift for almost every aspect of society, not just threats. Other topics explored include the need for defenders to adapt quickly by automating tasks, the challenges of local model execution for AI to avoid vendor lock-in, and a critical analysis of the lack of institutional and economic maturity in how businesses and governments manage cybersecurity as a critical asset rather than a sunk cost.

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