| { | |
| "physics": [ | |
| "Explain Newton's third law with real-world examples and common misconceptions.", | |
| "How does the conservation of energy apply in a roller coaster system? Explain with detail.", | |
| "What is the difference between mass and weight, and why does this distinction matter in space travel?", | |
| "Describe how electromagnetic induction works and its role in modern power generation.", | |
| "Explain the concept of entropy and why it makes perpetual motion machines impossible.", | |
| "How do gravitational waves form and what do they tell us about the universe?", | |
| "Why does time dilation occur near massive objects according to general relativity?" | |
| ], | |
| "quantum": [ | |
| "What is quantum superposition and how does measurement affect it?", | |
| "Explain the double-slit experiment and why it challenges classical physics.", | |
| "What is quantum entanglement and why did Einstein call it 'spooky action at a distance'?", | |
| "How does the Heisenberg uncertainty principle limit what we can know about particles?", | |
| "Explain the concept of wave-particle duality with concrete examples.", | |
| "What is quantum tunneling and how is it applied in modern technology?" | |
| ], | |
| "ethics": [ | |
| "What ethical risks exist in deploying autonomous AI systems for military decisions?", | |
| "How should AI systems handle bias in training data, and whose responsibility is it to fix?", | |
| "What are the ethical implications of using AI for predictive policing?", | |
| "Discuss the tension between AI-driven efficiency and human employment rights.", | |
| "What ethical framework should guide the development of general artificial intelligence?", | |
| "How should consent and privacy be managed when AI analyses personal health data?", | |
| "What moral obligations do AI developers have toward vulnerable populations?" | |
| ], | |
| "philosophy": [ | |
| "What is the relationship between knowledge and belief in epistemology?", | |
| "Explain the problem of free will versus determinism and the main philosophical positions.", | |
| "What is the Chinese Room argument and what does it say about machine understanding?", | |
| "How does the ship of Theseus problem relate to questions of personal identity?", | |
| "Discuss Plato's allegory of the cave and its relevance to modern information bubbles.", | |
| "What is the hard problem of consciousness and why is it considered unsolved?" | |
| ], | |
| "creativity": [ | |
| "How would you design a bridge inspired by biological structures found in nature?", | |
| "Propose an innovative approach to teaching mathematics using virtual reality.", | |
| "Design a thought experiment that illustrates the concept of emergence in complex systems.", | |
| "How could music composition algorithms incorporate emotional intelligence?", | |
| "Imagine a city designed entirely around pedestrian well-being. Describe its key features.", | |
| "Propose a creative solution for reducing food waste using AI and community networks." | |
| ], | |
| "empathy": [ | |
| "How should you support someone experiencing grief without being dismissive?", | |
| "Explain how cultural differences affect expressions of empathy and emotional support.", | |
| "What role does active listening play in resolving interpersonal conflicts?", | |
| "How can AI systems be designed to respond compassionately to users in emotional distress?", | |
| "Describe the psychological impact of social isolation and how communities can help.", | |
| "How should educators respond to a student who is struggling with anxiety?" | |
| ], | |
| "reasoning": [ | |
| "Explain why correlation does not imply causation with multiple illustrative examples.", | |
| "What are the most common logical fallacies in everyday arguments? Provide examples of each.", | |
| "How does Bayesian reasoning differ from frequentist approaches to probability?", | |
| "Explain the difference between deductive, inductive, and abductive reasoning.", | |
| "Why is the base rate fallacy so common and how can it lead to poor decisions?", | |
| "Describe the sorites paradox and what it reveals about vagueness in logic.", | |
| "How do cognitive biases like confirmation bias affect scientific research?" | |
| ], | |
| "systems": [ | |
| "What role does memory play in AI reasoning systems and how does it differ from human memory?", | |
| "Explain how feedback loops can cause both stability and instability in complex systems.", | |
| "How do attention mechanisms in transformers relate to human selective attention?", | |
| "Describe the trade-offs between model size, training data, and inference cost in LLMs.", | |
| "How can retrieval-augmented generation improve the factual accuracy of language models?", | |
| "What are the key challenges in building AI systems that can explain their own reasoning?", | |
| "How does the concept of emergence apply to neural network training dynamics?" | |
| ] | |
| } | |