"Guest on the episode; an Online Business Manager (OBM) and AI consultant known as The Virtual Spell."

"CEO of Valthos, discussing biodefense and AI-magnified pathogen threats."

"CEO of Valthos; guest discussing biodefense infrastructure and AI-driven pathogen threats. Identified as 'I' in transcript."

"Former Palantir executive and founder of Valthos, discussing biodefense and life sciences."