Lesson 1: Introduction to AI Fluency | AI Fluency: Framework & Foundations Course | — Transcript
Full transcript
- 0:00I'm Joe Feller. I'm a professor at the
- 0:01Cork University Business School. My name
- 0:03is Drew Bent and I'm a teacher,
- 0:06programmer, and a member of technical
- 0:08staff at Enthropic. My name is Rick
- 0:10Dacon from the Ringling College of Art
- 0:11and Design. I'm Maggie Vo and I work on
- 0:14the education research team at
- 0:15Enthropic.
- 0:22Let's begin our exploration of the AI
- 0:24fluency framework.
- 0:30The focus of this course is not really
- 0:32about AI as a technology. Instead, it's
- 0:35mostly about you and I, us humans, and
- 0:37how we interact and collaborate with AI
- 0:40systems. It's about imagining
- 0:42possibilities that don't treat AI as
- 0:45some sort of next level spellch checker,
- 0:47but instead as a trusted partner for
- 0:50doing creative and innovative problems
- 0:52solving work. And it's about approaching
- 0:54these possibilities confidently and
- 0:57capably. Let's face it, the AI world
- 1:00moves extremely quickly. And it's very
- 1:03hard to know where to start or how to
- 1:05keep up unless you have a grounding
- 1:07fundamental framework to guide you and
- 1:10get you past that next prompt
- 1:11engineering fad. That's why we're
- 1:13publishing this course. In this course,
- 1:16we explore AI fluency, our ability to
- 1:19engage with AI systems in ways that are
- 1:22effective, efficient, ethical, and safe.
- 1:26You'll learn plenty of practical skills,
- 1:28but it isn't just another collection of
- 1:30technical definitions or prompting tips
- 1:32that may be outdated next month. This
- 1:35course is about fundamentally shifting
- 1:38how we approach AI.
- 1:41We want to change how we think about AI
- 1:44so that we can learn how to think with
- 1:47AI. Over the last few years, AI has
- 1:50transformed from specialized
- 1:52technologies to interactive systems that
- 1:55millions use daily at school, at work,
- 1:57and at home. This transformation creates
- 2:01both opportunities and
- 2:03uncertainty. We see organizations
- 2:06adopting AI without clear strategies. We
- 2:09watch people growing frustrated with
- 2:11systems that they don't fully
- 2:13understand. And we're all experiencing a
- 2:16widening gap between what's possible and
- 2:20what feels comfortable and
- 2:22intuitive. This course exists to help us
- 2:25bridge this gap
- 2:27together. Here's the journey we'll take
- 2:29across this course. First, we'll give an
- 2:31overview of the AI fluency framework, a
- 2:34model for human AI interaction that we
- 2:36have found useful and powerful. We'll
- 2:38discuss the ways we interact with AI
- 2:40systems and four core competencies which
- 2:42we call the four Ds that transform those
- 2:44interactions into something richer and
- 2:46much more rewarding. Then we'll look at
- 2:49each competency more closely. In brief,
- 2:51these are delegation which asks when
- 2:53should humans do work and when should AI
- 2:56description which asks how do we
- 2:58communicate clearly with AI systems?
- 3:01Discernment which asks how do we
- 3:03evaluate what AI gives us? and
- 3:05diligence, which asks, "How do we ensure
- 3:06our interaction with AI is responsible,
- 3:09transparent, and accountable?" Each
- 3:11section includes focused videos paired
- 3:12with exercises and materials to build
- 3:14practical understanding. We hope you'll
- 3:17spend much of your time during this
- 3:18course trying what you're learning.
- 3:20You'll also hear directly from a few of
- 3:22us at Anthropic about what makes today's
- 3:24AI different from previous technologies,
- 3:26the real capabilities and limitations of
- 3:29these systems, and practical techniques
- 3:31that apply the 4Ds. Most AI training
- 3:34focuses solely on tactical skills like
- 3:36specific prompts, which settings to
- 3:38adjust or which systems to use. While
- 3:40useful, these skills can quickly become
- 3:42outdated. We're taking a different
- 3:44approach and focusing on core
- 3:45competencies and deep understanding so
- 3:48that you're prepared not just for
- 3:49today's AI, but for the changes to come.
- 3:52By the end of our time together, you'll
- 3:54have a framework to guide your own
- 3:55interactions with AI, confidence in
- 3:58deciding when and how to engage AI
- 3:59effectively, practical skills for more
- 4:02thoughtful and fluid human AI
- 4:03collaboration, and the ability to
- 4:05evaluate and take responsibility for the
- 4:07outcomes of these collaborations. Thank
- 4:09you for joining us.
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