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Career Readiness Studioby LER.me

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

  • Emergency response preparation: uses AI-generated scenario summaries to rehearse decision trees for evacuation, medical events, or student altercations, applying those frameworks during live incidents.
  • Rejection notice drafting: instructs an AI assistant to draft statutory rejection language for non-conforming documents, then reviews and certifies each notice for legal sufficiency before issuance.
  • Incident-report authorship: produces legally precise incident reports by directing an AI drafting assistant with structured facts gathered on-scene, then editing output to meet court evidentiary standards.

Session plan

  1. 10 minWhat the tool is doing hereWhere this shows up: public safety settings and community or institutional environments, working with public members, supervisors, emergency responders. Conditions to expect: high-consequence, protocol-driven, risk-sensitive. Entry roles this maps to: Animal Control Workers, Correctional Officers and Jailers, Crossing Guards and Flaggers.
    • directs an AI tool to draft multilingual public education materials on animal control laws, then reviews for regulatory accuracy and local context before distribution.
    From Animal Control Workers (33-9011.00)
  2. 15 minA good pass and a bad passDemonstrate community outreach content generation as a animal control 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.
    From Animal Control Workers (33-9011.00)
  3. 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: Office suite software, Spreadsheet software, Electronic mail software.
  4. 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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Career Readiness Studio by LER.me