Michael Willson

Stock market bubbles have fascinated and frustrated investors for centuries. They rise with euphoria, burst with panic, and leave analysts explaining why the warning signs were “obvious in hindsight.” But what if this hindsight could be automated? What if artificial intelligence could actually see…

Money management has always been equal parts numbers and nuance. While algorithms can crunch data faster than any human, building a solid financial plan isn’t just about analytics — it’s about understanding goals, fears, and trade-offs. Yet artificial intelligence is getting frighteningly good at…

For decades, the world of investing was tilted toward institutions - the hedge funds, banks, and asset managers armed with expensive research, insider access, and sophisticated models. Ordinary investors, by contrast, had limited tools, slow data, and little confidence. But in just a few years,…

Markets have hierarchies. Some leaders keep the crown through brute force, others through inertia, and the best by building something no rival can duplicate. Bitcoin falls into that last camp. For all the challengers with slicker tech or faster block times, the market still dances to Bitcoin’s…

Marketers are always looking for smarter ways to reach audiences, personalize experiences, and optimize campaigns. The big question now is whether agentic AI can become the future of marketing automation. The answer is leaning toward yes, because agentic AI doesn’t just respond to commands; it acts…

Large Language Models (LLMs) are smart and powerful, but they don’t always get things right. They can create facts that don’t exist, lose context, or give outdated answers. Agentic AI changes this. It adds layers of planning, memory, and self-correction that make LLMs more dependable in practice.…

Agentic AI is raising big questions in workplaces, classrooms, and even homes. These systems are different from traditional AI because they can act on their own. They make plans, take actions, and often connect with other apps or data without waiting for human commands. That independence can be…

The question of whether agentic AI can be regulated effectively matters right now. These systems are not just passive tools—they are designed to take actions, make plans, and sometimes evolve their behavior over time. That independence brings both opportunity and risk. The answer is yes, regulation…

The rise of agentic AI is raising one of the biggest questions of our time: will it replace human jobs, or will it create entirely new opportunities? Agentic AI systems are not just chatbots that answer questions — they are designed to plan, act, and verify their work. That makes them capable of…

The future of work is no longer about humans versus machines. It is about humans and agentic AI working side by side. These systems, unlike traditional AI, are not just waiting for a prompt. They think ahead, plan tasks, and act on their own. That shift is set to transform jobs, industries, and…

In offices around the world, employees are quietly turning to AI tools like ChatGPT, Gemini, and Copilot to make their work easier—even when company policies forbid it. This phenomenon is known as “shadow AI.” The short answer to how companies are secretly using shadow AI is that workers rely on…

Artificial intelligence has entered galleries, competitions, and even auctions. AI-generated pieces sell for thousands, win prizes, and spark endless debate. But the big question remains: should AI art be considered “real art”? The direct answer is that it depends on what we mean by “art.” If art…