2️How do we keep intelligence aligned with humanity?

Today’s systems reward speed and scale over sense and alignment. The result is visible everywhere: fragmented truth, algorithmic bias, and loss of shared meaning.

AI amplifies this gap - learning from everything we produce but understanding little of why we produce it.

The core issue is semantic entropy , or as we all know as a loss of meaning- the decay of human context in digital systems.

Without alignment, intelligence becomes efficient but indifferent. The task ahead is to ensure that intelligence, wherever it evolves, remains anchored to human value and intention.