Introduction Artificial Intelligence (AI) Agents are intelligent software systems capable of perceiving their environment, reasoning about tasks, making decisions, and performing actions autonomously. Modern AI agents combine large language models, memory, planning, and external tools to solve complex real-world problems. They are transforming healthcare, finance, education, cybersecurity, software engineering, manufacturing, and customer support by improving productivity and reducing manual effort. Architecture User -> AI Agent (LLM) -> Memory/Planning/Decision -> External Tools/APIs -> Response Working The user submits a request. The AI agent interprets the request, retrieves relevant knowledge, plans the required steps, chooses suitable actions, invokes external tools or databases when necessary, verifies the results, and returns an accurate response. Continuous learning and feedback help improve future performance. Applications AI agents are used in virtual assistants, ...
Construction Materials That Can Heal Themselves August 2026 Introduction Concrete is one of the most widely used construction materials because of its strength and durability. However, cracks can develop over time due to loading, temperature changes, shrinkage, and environmental conditions. Small cracks may gradually allow water and harmful chemicals to enter the structure, reducing its service life. Living concrete is an innovative material designed to address this problem naturally. It uses biological processes, such as bacteria or other living components, to repair cracks automatically. This technology has the potential to create stronger, longer-lasting, and more sustainable structures. Living concrete showing self-healing cracks and biological activity Evolution of Self-Healing Construction Materials Traditional concrete repair requires regular inspection, maintenance, and additional repair materials. Researchers first developed chemical-based self-healing systems to reduce these ...