Microsoft Copilot Is Learning to Work: Are We Ready for AI That Acts? Skunkworks Academy • AI & Future of Work Microsoft Copilot Is Learning to Work Are We Ready for AI That Acts? From Prompt to Action: Ask → Create → Delegate → AI Acts. For the past few years, our relationship with artificial intelligence has followed a fairly simple pattern. We ask. AI answers. “Write this email.” “Summarise this meeting.” “Analyse this spreadsheet.” “Create a presentation.” And then we take over again. But what happens when AI does not wait for the next prompt? What happens when we can give an AI system an objective, allow it to work across our business tools, and have it continue working after we have moved on to something else? On 25 September 2026, Microsoft unveiled a major evolution of Copilot built around Home, Code and Autopilot . The direction is signifi...

Artificial Intelligence  •  Digital Skills  •  Europe Artificial intelligence is rapidly becoming part of everyday life. It influences how we work, learn, communicate, manage businesses and access public services. Yet an important question is now being asked across Europe: Are we building our own AI future—or becoming increasingly dependent on technology developed elsewhere? This question has gained renewed attention following warnings that Europe remains heavily reliant on artificial intelligence models and digital infrastructure originating in the United States and China. For Europe—and particularly for Portugal—this is not simply a technology issue. It is about economic competitiveness, employment, education, cybersecurity and the ability to make independent decisions about our digital future. What Is Digital Sovereignty? Digital sovereignty means having sufficient control over the technology, infrastruct...

Using AI Isn’t the Same as Understanding AI — And That Skills Gap Is Growing Using AI Isn’t the Same as Understanding AI — And That Skills Gap Is Growing Artificial intelligence has moved remarkably quickly from something we talked about to something we simply use. Employees are drafting emails with AI, analysing documents, generating presentations, writing code, conducting research and automating everyday tasks. Students are using it to learn. Entrepreneurs are using it to build businesses. Organisations are incorporating AI into workflows that, only a few years ago, were entirely human-driven. But there is an important question hiding behind all this adoption: Do we actually understand the technology we are using? Because knowing how to type a prompt into an AI tool is not the same thing as being AI literate. And that distinction is beco...

AI Is Learning to Act. Are We Ready? AI agents are changing what technology can do. The question is whether we are developing the skills and judgement needed to guide them. Artificial intelligence has already changed the way we search, communicate, create and work. But something important is happening now. AI is moving beyond simply answering questions. It is beginning to take action . This next stage of AI is often described as agentic AI , where AI systems can be given a goal, decide on a series of steps, use tools, access information and carry out tasks with increasing levels of autonomy. That shift creates enormous opportunities. It also creates a very important question: If AI can increasingly act on our behalf, are we ready to guide it? AI Agents Are Different Traditional AI tools generally wait for a human instruction and then provide an answer o...

Technology Is Reshaping the Global Workforce: Are We Losing Jobs — or Redefining Work? Artificial intelligence, automation and digital technologies are changing workplaces around the world at remarkable speed. For many workers, that change can feel unsettling. Headlines about layoffs, robots and AI agents often create the impression that technology is simply replacing people. The latest evidence suggests something more complicated is happening. Some jobs are being reduced or redesigned. Some entirely new roles are emerging. And in many cases, technology is changing the tasks people perform rather than eliminating the occupation itself. AI is changing tasks before it changes entire jobs A major 2026 OECD review explains that AI affects employment in three different ways: it can automate existing tasks, create new tasks and occupations, and improve worker productivity. These forces operate at the same time, which means AI exposure does not automatically equal job loss. In many higher-ski...