Butterfly (DIE) is an improved version of the tax vault system, built on the Butterfly Vault in the Flap ecosystem. It uses the advanced Flap AI Oracle to make tax vault management smarter and more efficient. This turns the vault into an adaptive system that can automatically optimize and grow value over time.