Large Language Models (LLMs) have driven a basic change in agent-based systems from basic tool-augmentated designs to complex multi-agent frameworks [17, 23]. The architectural development of current agent-based systems from process automation to intelligent service providers is investigated in this article [13]. We present a new classification system specifying their responsibilities, capacities, and interactions inside multi-agent systems separating between active and passive core-agents [1, 7, 8].

International Society for Very Highly Advanced Artificial Intelligence is the expansion of ISVHAAI. ISVHAAI is an Artificial Intelligence Society which uses Very Highly Advanced Artificial Intelligence (VHAAI) field for dealing with problems. A new algorithm titled Best Middle Worst Human Swarm Optimization (BMWHSO) is designed in this Letter No. 10 of ISVHAAI Artificial Intelligence Society Letters.

Quantum computer poses a very high threat to the current cryptographic measures we are practicing to protect our digital infrastructure. In particular, the best known public-key algorithms (such as RSA for encryption, and ECDSA for digital signatures), are broken by a quantum computer using Shor's algorithm. But quantum algorithms like Shor's algorithm don't care.

Some of the most insidious cybersecurity threats are zero-day attacks, which take advantage of security holes before developers can patch or sign them. In-place Intrusion Detection Systems(IDS), specifically those based on signature-based detection, regularly lack the potential to recognize these emerging attacks because they depend on known threat patterns.

As we witness digital identity systems making its entry into the government and private sector realm, protecting personal privacy and providing secure data becomes a necessary evil. Centralised Identity: They produce hazards being breaches, tracking and identity theft. In summary, blockchain provides a decentralized way with a higher degree of transparency and auditability but must be supplemented by privacy-preservation techniques to meet current and future data protection needs.