Working With AI
Working With AI: How Humans and Machines Will Share the Job
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AI is changing tasks before it replaces entire jobs. Follow one team through research, writing, coding, customer service, management and AI-agent workflows to see where machines add speed, where human judgement remains essential, and how verification, security and job quality reshape the apparent productivity gain.
The documentary separates technical exposure, observed use, employer forecasts and realised job losses. It asks who checks the output, who carries responsibility and who receives the value when work becomes faster.
Evidence includes ILO research on generative-AI exposure, the Anthropic Economic Index, the World Economic Forum Future of Jobs Report 2025 and Microsoft Work Trend Index. Full sources and caveats are included in the package.
In these topics
Chapters
- A Job Is a Bundle of Tasks
- Research: From Search to Verification
- Writing and Media: More Drafts, More Decisions
- Coding: Speed Meets Responsibility
- Customer Service: Scale and Escalation
- Management: Measurement Is Not Judgement
- Agents: From Answer to Action
- The Verification Tax
- Skills, Bargaining Power and Job Quality
- How Teams May Reorganise
- A Practical Human–AI Operating Model
- Who Receives the Gain?