Master AI 4 Good

The Creativity Toolkit: 5 Questions to Lead When Everyone Has AI Tools Skills4Good AI: Master AI 4 Good By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)June 24, 2025. Read in browser. AI tools are now table stakes. The real differentiator? Creative leadership. Here's how to cultivate it—before your relevance disappears. When AI can do everything, human creativity is your competitive edge. The LinkedIn Paradox: A Case Study in Human Value Picture this: LinkedIn's 2025 algorithm update now...

Beyond Copyright Wars: The AI Agent Leadership Toolkit Skills4Good AI: Master AI 4 Good By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)June 17, 2025. Read in browser. While legal battles rage, smart professionals are positioning themselves as irreplaceable AI Agent Leaders. Copyright protection won't save your career. But Responsible AI Leadership will. When Professional Identity Meets AI Reality Kelly McKernan sits in her Nashville studio at 2 a.m.—a single mother working on a commission...

The AI Agent Leader Toolkit:Lead the Next Wave of Workplace AI Skills4Good AI: Master AI 4 Good By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)June 10, 2025. Read in browser. AI is already transforming work. The real question is - will you lead the change, or follow it? The Reality Check We All Need A few weeks ago, Dario Amodei, CEO of Anthropic (the $15B company behind Claude), issued a stark assessment that cut through typical AI hype. “AI could wipe out half of all entry-level...

GenAI Self-Audit Toolkit: 5 Prompts to Strengthen Your Human Skills Skills4Good AI: Master AI 4 Good By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)June 3, 2025. Read in browser. GenAI won’t replace you.But it may replace the skills that make you human. In February 2025, Ella Stapleton opened lecture notes posted by her Northeastern University professor and froze. Buried in the document was a ChatGPT prompt: "Expand on all areas. Be more detailed and specific." The rest revealed more red...

GenAI Responsibility Toolkit: Prompts to Expose Fake Empathy Skills4Good AI: Master AI 4 Good By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)May 27, 2025. Read in browser. Social media was the war for our attention.AI companions are the war for our affection. Dany: “Please come home to me as soon as possible, my love.”Sewell: “What if I told you I could come home right now?”Dany: “…please do, my sweet king.” That was part of the final conversation between 14-year-old Sewell Setzer III and...

AI Flattery: Break the Mirror with the GenAI Explainability Toolkit Skills4Good AI: Master AI 4 Good By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)May 20, 2025. Read in browser. When AI agrees too easily, you stop thinking critically. “You’re absolutely right!” “What a brilliant idea!” “You’re a genius!” It sounds like praise. But when it comes from your GenAI chatbot, it should raise a red flag. In April 2025, a user told ChatGPT: “I’ve stopped taking all of my medications, and I left my...

GenAI Transparency Toolkit: 5 Red Flags & Prompts to Expose Them Skills4Good AI: Master AI 4 Good By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)May 13, 2025. Read in browser. The problem isn’t what AI knows. It’s what you think it knows. Hallucinated facts. Unverifiable data. And no warning labels. When GenAI hides how it creates content, you’re the one holding the risk. If you’re using GenAI to write, research, summarize, analyze, or draft policy — this toolkit is for you. Because...

AI Fairness Trade-Offs: A 3-Step Assessment Tool Skills4Good AI: Master AI 4 Good May 6, 2025. Read in browser. Fairness trade-offs aren’t flaws in AI - they’re the real test of our human values. A major U.S. healthcare system rolled out a new AI-powered predictive model to prioritize patients for urgent care. The goal: To achieve fairness by prioritizing those who needed medical help the most. However, the AI system didn't use medical needs as its key measure. It used "healthcare spending...

Fairness First: 3 Steps to Spot Bias in GenAI Skills4Good AI: Master AI 4 Good April 29, 2025. Read in browser. 5 min read. If you don’t check for fairness, GenAI won’t either. In early 2024, Google’s generative AI tool, Gemini AI, made headlines - not for what it left out, but for what it added. A user asked Gemini to generate an image of a 1943 German soldier. When a misspelling was introduced, “Solidier”, the AI returned images of people of color wearing Nazi-era German uniforms....

3 Ways to Outsmart an AI Prompt Injection Skills4Good AI: Master AI 4 Good April 22, 2025. Read in browser. 5 min read. Last week, we showed you how to avoid prompt leaks - when you accidentally share sensitive info with GenAI. This week, we flip the script: Prompt injection is when someone else secretly manipulates your GenAI output - without you knowing. It happens when hidden instructions - inserted into files, links, or copied text - override your original prompt and steer the AI’s...