Hierarchical Reasoning: A Leap Beyond CoT. Agentic Web and Multi-Agent Orchestration. Security and Risks in the Agentic Era. Open-Source AI: Local Models, Pipelines, and Ecosystem Growth. Cross-Model Knowledge Transfer and Model Self-Improvement