『PPP 518 | Why Better AI Prompts Aren't Enough for Better Decisions, with author Cheryl Strauss Einhorn』のカバーアート

PPP 518 | Why Better AI Prompts Aren't Enough for Better Decisions, with author Cheryl Strauss Einhorn

PPP 518 | Why Better AI Prompts Aren't Enough for Better Decisions, with author Cheryl Strauss Einhorn

無料で聴く

ポッドキャストの詳細を見る
Summary In this episode, Andy welcomes Cheryl Strauss Einhorn, founder and CEO of the decision sciences company Decisive and author of The Human Edge: Smarter Decisions in the Age of AI. Cheryl has spent decades helping people make better decisions, and her message here is a simple one: AI can gather, summarize, and compare, but it can't know what matters most unless we do the thinking first. Andy and Cheryl talk about why "AI first" can quietly turn into AI only, and why a poor answer from AI is actually useful feedback about your own thinking. Cheryl explains why separating the what of a decision from the why can change the path forward, shares her vision of success question, and walks through how human bias and AI bias reinforce each other. You'll also hear a practical way to use AI personas to pressure test your thinking before a big stakeholder conversation, plus what parents can do to help kids strengthen their decision-making muscles instead of letting them atrophy. If you're looking for practical ways to make smarter decisions in the age of AI, this episode is for you! Sound Bites "AI is about patterns, but we're about purpose.""We need to be the chief deciders in our own life.""We need to make sure that we actually have a way to push back and check the veracity of what it's giving us because it's a known liar.""And so the authenticity of human interaction is what actually builds trust, strengthens relationships, and really gives us a lot of the connections that are important to us in our home life and our work life.""You don't need to have a perfect prompt for AI.""AI is going to give you other people's answers.""'Knowledge is power' isn't as true now. It's what you are able to do with the knowledge, and it's why you want to collect the knowledge in the first place.""I almost never would accept AI's first answer.""We tend to have evolving hypotheses unless we really build an audit trail of our thinking.""So in the world of medicine, a fever tells you something is wrong, but it tells you nothing about what is wrong or where to look.""So first we know AI's a sycophant, right?""If it's 99% accurate in its conclusion, but its underlying data is the wrong data set, you've got the wrong answer.""I would say the more that I've studied these cognitive biases, these mental shortcuts, the more I realize that we see the world through a dirty windshield.""Our brains are muscles, and just like we exercise to strengthen our muscles, if we don't exercise, they atrophy." Chapters 00:00 Introduction02:00 Start of Interview02:12 Growing Up Surrounded by Questions04:30 What Leaders Should Watch Out for in "AI First"07:07 When AI Confidently Makes Things Up09:04 How AI First Turns into AI Only09:20 Why Polished Doesn't Mean Authentic11:59 A Prompting Problem or a Problem Definition Problem?14:37 The Vision of Success Question15:45 Why a Bad Answer Is Useful Feedback19:06 Separating the What from the Why20:32 Research: More Information Isn't Better Judgment24:35 Progressive Prompting and Never Accepting the First Answer25:18 Fabricated Quotes and the Trouble with Attribution26:50 Documenting Assumptions and Building an Audit Trail29:25 Committing to Your Own Thinking32:29 How Human Bias and AI Bias Reinforce Each Other34:55 Knowing About Biases Doesn't Make You Immune36:51 Using AI Personas to Challenge Your Thinking40:20 AI and Stakeholder Management42:42 Helping Kids Become Better Decision-Makers44:25 End of Interview44:51 Andy Comments After the Interview48:13 Outtakes Learn More You can learn more about Cheryl and her work at AREAMethod.com. For more learning on this topic, check out: Episode 460 with Joe Sutherland. It's an interesting look at the intersection of AI, data, and decision-making, and a great follow-up to this discussion.Episode 381 with Jim Loehr. One of Andy's favorite conversations about decision-making, from a remarkable figure in the human performance world.Episode 99 with Mike Roberto. A conversation about his book Why Great Leaders Don't Take Yes for an Answer, recorded long before ChatGPT showed up, and still insightful today. Chat with PMeLa You can chat directly with PMeLa, the podcast's AI persona, to get episode recommendations and answers to your project management and leadership questions. Visit PeopleAndProjectsPodcast.com/PMeLa to chat with her. Pass the PMP Exam If you or someone you know is thinking about getting PMP certified, we've put together a helpful guide called The 5 Best Resources to Help You Pass the PMP Exam on Your First Try. We've helped thousands of people earn their certification, and we'd love to help you too. It's totally free, and it's a great way to get a head start. Just go to 5BestResources.PeopleAndProjectsPodcast.com to grab your copy. I'd love to help you get your PMP this year! Join Us for LEAD52 I know you want to be a more confident leader–that's why you listen to this podcast. LEAD52 is a global community of people like you who are committed to ...
adbl_web_anon_alc_button_suppression_t1
まだレビューはありません