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Charting the Evolution of AI: From Symbolic Systems to Autonomous Agents and Beyond

Introduction Artificial intelligence (AI) has undergone profound transformations since the early development of rule-based systems. Understanding the historical evolution towards today’s autonomous AI agents equips decision-makers to recognize both the vast opportunities and substantial responsibilities ahead. The following overview delineates AI’s trajectory—from symbolic logic systems
Giuliano Liguori

Giuliano Liguori

Agentic AI and MCP: Shaping the Future of Autonomous Business Systems

Introduction to Agentic AI and MCP In recent years, businesses have witnessed a technological evolution driven by artificial intelligence (AI). However, a new paradigm known as Agentic AI, supported by the Model Context Protocol (MCP), is reshaping the very nature of enterprise systems. Agentic AI
Giuliano Liguori

Giuliano Liguori

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Inside Large Language Models: The AI That Understands, Speaks, and Creates

Artificial Intelligence as a Strategic Lever In recent years, generative artificial intelligence has gone from a niche topic to a universal driver of transformation. From healthcare to finance, logistics to marketing, AI’s ability to understand and generate content is redefining productivity, efficiency, and innovation. At
Giuliano Liguori

Giuliano Liguori

Navigating the Risks of Generative AI: A Path to Responsible Innovation

Generative Artificial Intelligence (Gen AI) is no longer a futuristic concept—it’s here, transforming industries, redefining creativity, and reshaping how we work. From generating realistic images and writing compelling content to automating complex tasks, Gen AI has proven its potential to drive innovation at scale. However,
Giuliano Liguori

Giuliano Liguori

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CIIE & HQF: AI, Digital Finance, and Smart Manufacturing – The Future of Global Trade

Insights from the 7th China International Import Expo and the Hongqiao International Economic Forum Introduction The 7th China International Import Expo (CIIE), held from November 5–10, 2024, in Shanghai, reinforced its position as a key platform for international trade and economic collaboration. Since its inception,
Giuliano Liguori

Giuliano Liguori