Introduction Artificial Intelligence (AI) has moved from pattern recognition to goal-directed behaviour . The shift is powered by agentic models —systems that don’t just predict the next token, but perceive, plan, act, and learn in pursuit of objectives. For businesses and researchers, this unlocks workflows that are too dynamic for rules engines and too open-ended for traditional machine learning. This article explains what agentic AI is, how it differs from earlier waves of AI, where it’s already producing impact, and what to expect over the next 12–24 months. What Are Agentic Models? An agentic model combines a large model (often an LLM) with a loop that lets it: Perceive : read data, files, APIs, or the current state of an environment. Plan : decompose goals into steps (task planning/tool selection). Act : call tools, write code, trigger workflows, or interact with users/systems. Reflect : analyse outcomes, update memory, and iterate. Typical Architecture...
Cambodia's Efforts in Combating Online Scams and Cybercrime: A Regional Perspective on AI-Driven Fraud and AML Initiatives
The proliferation of online scams and cybercrime has emerged as a significant challenge to global financial security and societal trust, particularly in Southeast Asia, where criminal networks exploit technological advancements and regulatory gaps. Cambodia, a nation historically associated with economic vulnerabilities and weak governance, has faced scrutiny for its role as a hub for transnational cybercrime, notably "pig butchering" scams and other fraudulent schemes. However, recent developments indicate that Cambodia is taking proactive measures to address these issues, aligning with international efforts to curb cyber-enabled fraud and strengthen anti-money laundering (AML) frameworks. This article examines Cambodia’s positive actions in combating online scams and cybercrime, alongside emerging artificial intelligence (AI) initiatives in Cambodia and other Southeast Asian countries aimed at enhancing fraud detection and AML compliance. Cambodia’s Efforts to Combat Online...