AI at work · AI-in-the-loop studio · 65 min
Tasking a tool on real sector work
AI tools are already in use across this sector's occupations. This session is about getting a usable first pass, not a magic one.
Target level: Proficient — Has functional knowledge of the skill and can apply it properly in specific on-the-job settings.
Why this design
Do a real sector task with an AI tool: task it, check it, decide what a person still owns. The AI work already happening in this sector's occupations.
What this evidences
- prompting-tasking×1 at Proficient
- tool-workflow-integration×0.6 at Proficient
By the end, the learner can
- Training scenario generation: commissions an AI tool to produce varied hypothetical game-situation scenarios for use in officiating clinics, reviewing each scenario for realism and rule accuracy before use in instruction.
- Crew coordination briefing generation: directs an AI tool to draft role-specific briefings for assistants and production personnel, then reviews and delivers the briefings to align the team before broadcast.
- Real-time framing feedback: interprets AI-generated composition overlays displayed on a monitor during live shoots, accepting or overriding suggestions based on director intent and dynamic scene conditions.
Session plan
- 10 minWhat the tool is doing hereWhere this shows up: studios and media organizations, working with clients, creative teams, audiences. Conditions to expect: creative, deadline-driven, audience-centered. Entry roles this maps to: Actors, Athletes and Sports Competitors, Disc Jockeys, Except Radio.
- integrates AI-generated scene summaries and blocking notes into shared rehearsal documents so the full cast can align on interpretation before table reads.
- 15 minA good pass and a bad passDemonstrate ensemble preparation coordination as a actor would do it. The technique is yours to teach — this plan covers the judgment around it, so narrate the decision points out loud and name which parts were judgment and which were procedure.
- Do it once at working pace so the shape is visible.
- Do it again, stopping at each point where a different call was possible.
- Name the one mistake that costs the most here, and why it's tempting.
- 25 minYour turn, with the checksDo the task with the tool in front of you, on the sector's own material. Every output gets checked against something outside the tool before it moves.
- Tools in play: Graphics or photo imaging software, Desktop publishing software, Video creation and editing software.
- 15 minWhat stayed humanClose the loop: what changed between the first attempt and the last, and what would have to be true for prompting & tasking to hold up on a bad day.
Assessment (15 items)
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