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The Context: Work in the Age of AI

The Age of AI

Understanding the New Age

The Promise of This Course

Task Dynamics and the Jagged Frontier

Tasks and the Jagged Frontier

Tasks for Me, Tasks for AI

Secret Task Automation

Becoming IRREPLACEABLE at Work

🎮 Crossword: AI Work Terminology

Coordination and Collaboration Models

Centaurs and Cyborgs

Augmenting Yourself with AI at Work

Systemic and Organizational Effects

From Tasks to Systems

From Systems to Jobs

Transforming Competition

Alexa, How Do You Transform the Economy?

The AI Factory Model

The AI Factory

Building and Running the AI Factory

AI factory components

The Data Pipeline

Algorithm Development

The Experimentation Platform

🎮 Pixel Quest: Factory Ops

Strategic Implementation Roadmap

A Three‐Phase Approach to Augment Yourself with AI

Phase 1: Build an AI Mindset

Phase 2: Maintain AI Literacy

Phase 3: Strategically Implement AI

Course Summary

Prepare organizations for AI-augmented work

Shift thinking from automation to task redesign

Redefining Roles Through Task Automation

Mastering new Human-AI workflows

Navigating second-order organizational effects

Scaling impact with AI factories

Implementing sustainable productivity strategies

Knowledge Check

Quiz: The Age of AI

Quiz: Tasks and the Jagged Frontier

Quiz: Tasks for Me vs. AI

Quiz: Secret Task Automation

Quiz: Becoming Irreplaceable

Quiz: Centaurs and Cyborgs

Quiz: Augmentation Strategies

Quiz: From Tasks to Systems

Quiz: System to Job Transformation

Quiz: Economic Transformation

Quiz: The AI Factory Concept

Quiz: Factory Components

Quiz: Data Pipelines & Algorithms

Quiz: Experimentation Platforms

Quiz: Three-Phase Implementation

Course Feedback

Survey: Course Pacing

Survey: Content Relevance

Survey: Instructor Clarity

Survey: Platform Usability

Survey: Learning Objectives Met

Survey: AI Concept Clarity

Survey: Task vs. Job Applicability

Survey: Factory Model Utility

Survey: Collaboration Models

Survey: Future Application

Survey: Overall Satisfaction

Survey: Recommendation Likelihood

Survey: Technical Issues

Survey: Suggested Improvements

Survey: Final Comments

AI as a Coworker: Redesigning Work for Sustainable Productivity is a practical, strategy-first course that helps professionals turn today’s AI capabilities into measurable performance gains. Instead of abstract hype, you’ll learn how to redesign tasks, workflows, and roles so AI becomes a reliable teammate—accelerating execution while elevating your uniquely human strengths. Grounded in leading concepts like the jagged frontier of AI capabilities, Centaur and Cyborg collaboration models, and the AI Factory, this course shows you how to move from small task wins to system-level transformation. You’ll map which tasks are best handled by humans versus AI, automate hidden “secret tasks” that drain time, and implement rigorous quality checks to keep human judgment in the loop. For teams and leaders, you’ll connect individual augmentation to organizational outcomes—anticipating second-order effects, removing new bottlenecks, and building lightweight experimentation platforms that scale intelligence, not headcount. By the end, you’ll have a three-phase roadmap—from mindset to literacy to implementation—to deploy AI where it delivers durable productivity, stronger differentiation, and less drudgery. Master the new human-AI workflows that let you ship faster, think clearer, and compete on intelligence.

AI as a Coworker: Redesigning Work for Sustainable Productivity

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            <p>The professional landscape is undergoing a fundamental transformation as Artificial Intelligence transitions from a peripheral tool to a central coworker. This shift necessitates a profound redesign of traditional work structures, moving beyond simple automation toward a sophisticated integration of human judgment and machine intelligence. By exploring the "jagged frontier" of AI capabilities, professionals can distinguish between tasks suited for algorithmic execution and those requiring the unique nuances of human creativity and strategic oversight. Understanding this new age is essential for leaders, educators, and practitioners who aim to mitigate administrative drudgery and unlock unprecedented levels of sustainable productivity.</p>

<p>This course provides a comprehensive framework for navigating the systemic and organizational effects of AI-augmented work. Participants will examine advanced collaboration models, such as the "Centaur" and "Cyborg" approaches, to optimize individual and team performance. Furthermore, the curriculum introduces the "AI Factory" model, illustrating how organizations can industrialize the production of intelligence through robust data pipelines and experimentation platforms. Through a strategic three-phase roadmap—focusing on mindset, literacy, and implementation—this program empowers individuals to remain irreplaceable while scaling their impact within an increasingly automated global economy.</p>
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