Generate AI-Enhanced Interview Questions

This skill crafts sophisticated interview questions for experts, leveraging AI to analyze their public content and identify unique areas for deep discussion, enhancing content creation in the "Content" domain.

תחום: תוכן

מתי להשתמש

Use this skill when preparing to interview a subject matter expert and you need insightful, personalized questions that go beyond publicly available information to generate truly unique content.

תגיות: interviewing, content-creation, ai-powered, expert-interviews, journalism

SKILL.md

--- name: Generate AI-Enhanced Interview Questions description: This skill crafts sophisticated interview questions for experts, leveraging AI to analyze their public content and identify unique areas for deep discussion, enhancing content creation in the "Content" domain. --- ## Overview Interviewing subject matter experts is crucial for creating high-quality, authoritative content. However, generic questions often lead to generic answers. This skill empowers Claude to act as an advanced research assistant, utilizing AI to delve into an expert's public content (articles, speeches, social media, interviews, etc.) and generate highly personalized, insightful questions that uncover novel perspectives and deepen the conversation. This ensures your content stands out and provides genuine value to your audience. ## When to use Invoke this skill when you are planning an interview with a subject matter expert and require a set of questions that are tailored to their specific expertise and previous discourse. It's ideal for journalists, content marketers, researchers, and podcasters aiming to produce unique and compelling interviews that transcend readily available information. ## How it works 1. **Provide Expert's Background:** You will supply Claude with relevant URLs to the expert's public content (e.g., LinkedIn profile, personal website, published articles, YouTube interviews, social media feeds)., 2. **Define Interview Goal:** Clearly state the primary objective of the interview and the key themes you want to explore. 3. **AI Content Analysis (Internal Process):** Claude will internally analyze the provided content using advanced natural language processing (NLP) to identify recurring themes, unique insights, potential knowledge gaps, and areas where the expert has expressed nuanced opinions or gone against conventional wisdom. 4. **Question Generation:** Based on the content analysis and your interview goal, Claude will generate a list of open-ended, thought-provoking questions. These questions will be designed to encourage the expert to elaborate on specific points, connect disparate ideas, and reveal new information. 5. **Refinement and Prioritization:** Claude will present the generated questions, categorized by potential depth or theme, allowing for further refinement or prioritization based on your specific needs. ## Example usage **User Input:** ``` I'm interviewing Dr. Elena Petrova, a leading AI ethics researcher. My goal is to understand her perspective on the future of AI regulation and the ethical implications of autonomous decision-making. Please use the following sources to generate interview questions: - https://www.aiexpertresearch.org/publications/petrova-ai-ethics-framework.pdf - https://www.youtube.com/watch?v=ElenaPetrovaTalk - https://twitter.com/DrEP_AIethics - https://www.linkedin.com/in/drelenapetrova/ ``` **Claude's Output (Example based on assumed content analysis):** ``` Here are some AI-enhanced interview questions for Dr. Elena Petrova, tailored to her public content and your stated goal: **Overall Theme: The Future of AI Regulation & Autonomous Decision-Making** **Deep Dive Questions:** 1. In your recent paper, "The Algorithmic Accountability Imperative," you discuss the challenges of attributing responsibility in fully autonomous systems. Could you elaborate on a specific real-world scenario where current legal frameworks utterly fail, and what novel approach you envision to address this? 2. Your Twitter threads frequently touch on the concept of "AI bias laundering" – how algorithms can inadvertently amplify existing societal biases. Beyond technical solutions, what societal or policy shifts do you believe are most critical to counter this phenomenon effectively? 3. In your 2023 keynote at the Global AI Summit, you presented a compelling argument for a "proactive ethics-by-design" approach rather than reactive regulation. What are the key practical hurdles to implementing this across diverse industries, and do you see any industries successfully leading the way? 4. Given your advocacy for global cooperation in AI governance, how do you reconcile differing national values and regulatory priorities when discussing a universal ethical framework for AI development? 5. Considering the rapid advancements in generative AI, how do you foresee the definition of "autonomous decision-making" evolving, and what unique ethical challenges does this present compared to ANI systems you've previously analyzed? **Connecting the Dots:** 6. You’ve consistently highlighted the role of public education in shaping AI policy. How do you plan to bridge the gap between complex AI ethics research and public understanding to foster more informed regulatory discussions? 7. Looking at the recent discussions around data privacy in AI training sets, how does your proposed framework for "ethical data sourcing" align with evolving international data protection laws like GDPR, and where do you see the primary friction points? **Forward-Looking/Speculative:** 8. If you could instantiate one principle from your ethical framework into a global AI regulatory body with immediate effect, which would it be and why? 9. Beyond current legislative efforts, what non-governmental or community-driven initiatives do you believe hold the most promise for fostering responsible AI development and autonomous decision-making? ``` ## References * **The New Crisis Window: Why 48 Hours Is Too Late for AI** (https://www.prnewsonline.com/the-new-crisis-window-why-48-hours-is-too-late-for-ai/) - Highlights the urgency and impact of AI-related incidents, underscoring the need for deep, proactive discussions with experts. * **"Most of my liquid capital is spent on philanthropy." - גלובס - Fiverr CEO Micha Kaufman tells “Globes” about his educational initiatives and insists that AI will boost the gig economy platform by making freelancers more ...** (https://www.globes.co.il/news/article.aspx?did=1001540571) - Illustrates how AI can enhance professional capabilities (like interviewing), a core principle of this skill. * **Pascha Claude Interview - TikTok** (https://www.tiktok.com/content/pascha-claude-interview) - Provides an example of current content analysis and interviews, demonstrating the integration of AI into content workflows.