AI-Proof https://validator.w3.org/feed/docs/rss2.html Articles What worries you personally about AI’s future—and what gives you hope? How do you think AI will reshape the job market over the next decade? Vespera How do you manage to stay up-to-date in such a fast-moving field? Name one community—online or offline—where newcomers can safely ask “simple” questions What sources (newsletters, podcasts, people) do you trust for accurate AI updates?Which sources—such as newsletters, podcasts, experts or news outlets—do you use to find reliable news and updates about AI?What sources (newsletters, podcasts, people) do you trust for accurate AI updates? Which jobs or work tasks might disappear, change significantly or be performed differently because of AI and automation? As AI becomes more widely used, which skills will become more important for people to develop? (e.g., critical thinking, creativity, communication or decision-making) Think about when you first started using AI: what surprised or impressed you, what did you find difficult or frustrating, and what encouraged you to continue using it? What simple AI-based activity could a beginner try at home to understand how AI works in practice? Give one example Should private business or everyday citizens decide the future of AI, and how can the public have a say in AI governance? (“AI governance” simply means the official rules, regulations and public policies, that decide what AI can and cannot be used for) AI systems consume vast amounts of energy, how do we balance the drive for innovation with environmental sustainability? What are the main technical limitations of current AI systems, and what kinds of tasks or situations do they struggle with? Some AI systems learn through “neural networks”, computer systems that identify patterns by learning from many examples. How do these systems work in simple terms, and how are they loosely inspired by the human brain? In simple terms, what is artificial intelligence (AI), and how is machine learning related to it? Identify a device, digital tool or feature that uses AI in a way users may not recognise. What does the AI do in this example? What are some everyday situations in which algorithms may influence what people see, choose or do, for example, when using social media, online shopping, navigation apps or streaming services?  Digital Book of Experiences Video Testimonials How can we distinguish between human and AI-made content (in text, images and/or video)? When an AI-driven decision harms an individual, who is responsible? (e.g., the developers, the organisation using it, the person operating it?) How could unequal access to AI tools widen social or economic gaps between groups or nations? What causes bias in AI systems? Can bias ever be eliminated completely? What should people be careful about sharing, when using AI tools? Can today’s AI truly “learn” or “think” like humans? Why or why not? Why is good data more important than big data when training AI? (volume vs quality) In one sentence, how would you explain “artificial intelligence” to a 10-year-old? What do you think is the most misunderstood aspect of AI among non-experts? What is the biggest misconception about generative AI for you? What risks do you see in over-relying on AI for daily decisions or tasks? What are some surprising or lesser-known ways that AI is being used in everyday life? Describe a moment when an AI suggestion was wrong—but you almost accepted it. What stopped you? About Artificial intelligence in the classroom: Greeting with Heygen What AI-powered tools or features do you consciously rely on at work or at home, and why? What is the difference between narrow AI and the idea of artificial general intelligence (AGI) in simple terms? Podcast Have you ever chosen not to use an AI tool? What made you hesitate? Discover the AI.Proof podcast series How might using AI reinforce existing inequalities (e.g., in hiring, credit scoring, law enforcement, etc.) ? What essential AI tools, communities or courses would you still recommend in 2026? How do you decide whether an AI tutorial or course is worth your time? What are the emotional consequences of using AI too much? What common mistakes do beginners make, and how can they avoid them? Where do you see the biggest opportunities for AI to tackle global issues such as climate change, healthcare or food security? What potential risks do you foresee if AI becomes significantly more autonomous? If you could add one global rule or principle to guide AI development, what would it be and why? What “red flags” suggest that an AI claim is overblown, and how can newcomers become more critical about AI? Guiding the Next Generation: Youth Work in the Age of Artificial Intelligence