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
- Incident report composition: hands off factual incident details to an AI drafting tool to produce structured reports, then reviews and certifies accuracy before filing with supervisors or guardians.
- Safety checklist generation: uses an AI tool to produce environment safety checklists tailored to the facility type and age group, then conducts the physical inspection independently.
- Child safety rule communication: applies AI-assisted drafting to produce clear, child-appropriate language for safety boundaries and household rules, while retaining full judgment over which rules are appropriate for the specific environment.
Session plan
- 10 minWhat the tool is doing hereWhere this shows up: schools and colleges or training settings, working with families, students, teachers or faculty. Conditions to expect: developmental, group-managed, feedback-rich. Entry roles this maps to: Childcare Workers, Nannies, Career/Technical Education Teachers, Postsecondary.
- directs an AI tool to generate age-appropriate activity ideas and developmental exercises aligned with specific children's needs, then selects and adapts suggestions based on direct observation.
- 15 minA good pass and a bad passDemonstrate individualized activity planning as a childcare worker 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: Electronic mail software, Computer based training software, Word processing 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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