Verifiable AI agents are transforming how digital ecosystems operate by blending artificial intelligence with cryptographic accountability. These autonomous software entities can perceive data, make decisions, and carry out tasks while proving their actions with on-chain records or cryptographic proofs. This article explains how they work, why Web3 gives them a trusted foundation, and where the technology is heading. It also connects these ideas with market dynamics and price forecasts based on aggregated analyst research to help readers understand where the sector may move next.

The quantum-resistant hardware devices feature sub-millisecond switching, HNDL protection, and mission-critical hardware-data isolation.

**Abstract:** This paper presents a novel optimization strategy for the Hyper-Elliptic Curve Diffie-Hellman (HECDH) key exchange protocol, a post-quantum cryptographic algorithm exhibiting resilience against attacks from quantum computers. Our approach leverages lattice reduction techniques to refine the secret key generation process and introduces an adaptive noise injection mechanism to obfuscate the discrete logarithm problem further, enhancing security and potentially improving computation efficiency.