Google's Tensor Processing Unit (TPU) is gaining traction in blockchain technology, particularly in post-quantum cryptography. TPU's architecture is optimized for the complex mathematical operations of lattice-based cryptographic algorithms, crucial for protecting blockchain networks from quantum attacks. Additionally, TPU shows promise in enhancing zero-knowledge proofs and decentralized AI, positioning it as a potential cornerstone in developing quantum-safe blockchain infrastructure.