Grade 12: Humanized Workforce Capstone and Transition — Free Course

Course 01: Humanized Workforce Capstone and Transition

Grade 12 free public self-study course specification

Plain promise: Finish high school with more than a plan. Build useful work, prove what you can do, communicate it honestly, and take the next verified step.

Publisher/developer: Di Tran University / College of Humanization Format: Original noncredit curriculum prototype Recommended guided time: 36 hours (12 units × 3 hours), plus independent capstone work Delivery: in person, live online, blended, or facilitator-supported independent study Version: 1.0, October 7, 2026 Status: Free public noncredit self-study edition; use the supervision and safety boundaries on this page

Important boundary

This course does not award high-school credit, a diploma, graduation status, occupational hours, licensure, a workforce credential, accredited credit, job placement, or guaranteed employment/earnings. A school or authorized provider must make any official credit, transcript, graduation, accommodation, or credential decision.

Who this is for

• Grade 12 learners preparing for postsecondary education, trade education, employment, service, or entrepreneurship.
• Older youth or adults may use an adult-adapted version after age, dignity, legal, and support review.
• Learners need no prior coding experience. Projects may be technical, trade-oriented, business, creative, civic, educational, or service-based.

What learners will prove

By the end, the learner can:

1. distinguish personal goals from official requirements and verify the responsible authority;
2. inventory current evidence without exaggerating competence;
3. identify a real human need and define a bounded project;
4. research authoritative sources, stakeholders, laws, standards, costs, and constraints;
5. create a learning and implementation plan with milestones, risks, roles, and acceptance tests;
6. use technology and AI with an assistance ledger and human review;
7. build or perform a minimum useful solution;
8. test function, safety, privacy, accessibility, cost, and claims;
9. collaborate, report progress, accept correction, and repair problems;
10. compare education, credential, employment, service, and entrepreneurship pathways;
11. present a truthful résumé/portfolio and complete an independent oral defense; and
12. deliver a service capstone plus a 30/90/365-day transition plan.

Required portfolio

1. Requirement-and-authority map
2. Evidence inventory
3. Human-need/problem brief
4. Source and stakeholder record
5. Learning and implementation plan
6. Assistance ledger
7. Prototype/performance evidence
8. Test and correction record
9. Team/stakeholder communication record
10. Legal/ethical/privacy/accessibility check
11. Cost, compensation, and value map
12. Résumé or capability profile
13. Capstone deliverable
14. Oral-defense record
15. 30/90/365-day transition plan

Unit 1 — Know: Requirements, Authority, and My Evidence

Learner question: What is officially required, who decides, and what can I already prove?

Lesson 1A — Requirement is not rumor

• Distinguish school requirement, law/regulation, program policy, employer preference, advice, and assumption.
• Build an authority ladder: official record → authorized decision-maker → current policy → secondary explanation → opinion.
• Practice asking: “Who has authority to decide this, and where is the current written rule?”

Lesson 1B — Honest evidence inventory

• Sort evidence into verified, demonstrated with support, self-reported, in progress, expired, and unknown.
• Separate course completion, credit, diploma, certificate, certification, license, and experience.
• Create a one-page evidence inventory and choose one growth goal.

Artifact: requirement-and-authority map + evidence inventory Check: another person can identify the controlling authority and see no inflated claim.

Unit 2 — Notice: Choose a Real Human Need

Learner question: Whom can my work help, and what do they actually need?

Lesson 2A — Need before solution

• Observe a person, workplace, school, family, or community process with permission.
• Separate user, stakeholder, beneficiary, decision-maker, and payer.
• Write observations as facts, not diagnoses or stereotypes.

Lesson 2B — Problem versus symptom

• Use the five-question frame: who, current situation, desired situation, evidence of the gap, and excluded scope.
• Interview or consult a consenting stakeholder using open questions.
• Define one small, reversible, useful project.

Artifact: one-page human-need/problem brief Check: a stakeholder confirms or corrects the problem statement.

Unit 3 — Ask: Research Truth, Rules, and Constraints

Learner question: What must I verify before I act?

Lesson 3A — Source quality

• Identify primary and authoritative sources.
• Record title, issuer, date, URL/location, scope, and what the source does not prove.
• Label fact, inference, proposal, unknown, and disputed information.

Lesson 3B — Stakeholders, law, safety, and reality

• Identify relevant law/regulation, organizational policy, technical standard, product instruction, market evidence, and lived experience.
• Ask what may change and assign a review date.
• Create a constraint list covering authority, safety, privacy, accessibility, time, money, tools, and skill.

Artifact: source register + stakeholder/constraint map Check: five material claims trace to appropriate evidence or are labeled unknown.

Unit 4 — Plan: Learning Plan and Implementation Plan

Learner question: What exact sequence turns this need into a safe, testable result?

Lesson 4A — Individual learning plan

• State the goal, baseline, missing knowledge/skills, supports, milestones, evidence, review dates, and next decision.
• Distinguish a DTU noncredit learning plan from an authorized school/diploma plan.

Lesson 4B — Implementation plan

• Define deliverables, exclusions, roles, dependencies, risks, schedule, resources, and acceptance tests.
• Plan the smallest useful version before adding complexity.

Artifact: integrated learning and implementation plan Check: every deliverable has an owner, date, and test; every material risk has a control or stop point.

Unit 5 — Tool: Technology, AI, Data, and Assistance

Learner question: Which tools help, what data is necessary, and what must remain human?

Lesson 5A — Tool-fit and data minimization

• Compare low-tech, manual, digital, AI-assisted, and automated options.
• Choose the least complex tool that meets the need.
• Identify prohibited/sensitive data and use synthetic or minimized data by default.

Lesson 5B — Assistance ledger and human review

• Record meaningful help from AI, adults, peers, templates, and source code/materials.
• Identify decisions requiring human authority.
• Create one independent no-AI/no-helper demonstration task.

Artifact: tool decision + data map + assistance ledger Check: the learner can explain why the tool is appropriate and what the tool must never decide.

Unit 6 — Make: Build the Minimum Useful Solution

Learner question: Can I turn the plan into working evidence?

Lesson 6A — Version one

• Build, perform, or simulate the smallest end-to-end solution.
• Capture version, date, inputs, outputs, assumptions, and unresolved issues.

Lesson 6B — Demonstrate and diagnose

• Run the primary use case.
• Identify one failure, one limitation, and one missing feature.
• Decide whether to repair, simplify, redesign, or stop.

Artifact: prototype/performance record Check: another person can observe the solution doing at least one promised task.

Unit 7 — Check: Quality, Safety, Privacy, Access, Cost, and Claims

Learner question: Does it work for ordinary use and when something goes wrong?

Lesson 7A — Test matrix

• Test correct use, incorrect input, edge case, unavailable tool, human misunderstanding, and recovery.
• Record expected result, actual result, evidence, severity, and disposition.

Lesson 7B — Humanization review

• Check safety, consent, privacy/security, accessibility, bias/fairness, cost, maintainability, and truthful claims.
• Fix the most serious defect and retest.

Artifact: test matrix + correction record Check: all noncompensable gates pass or the project is held.

Unit 8 — Work Together: Communication, Leadership, and Repair

Learner question: Can I make progress with people, not merely around them?

Lesson 8A — Professional communication

• Give a concise update: completed, evidence, issue, decision needed, next step, date.
• Conduct a handoff with responsibilities and confirmation.
• Receive correction, repeat it accurately, and apply it.

Lesson 8B — Conflict and repair

• Separate facts, feelings, interests, authority, and options.
• Acknowledge impact without inventing fault.
• Agree on a repair action and follow-up evidence.

Artifact: update + handoff + feedback/repair record Check: a collaborator can state what they own and by when.

Unit 9 — Protect: Legal, Ethical, and Continuity Boundaries

Learner question: What could harm a person, violate authority, or make the work unsustainable?

Lesson 9A — Authority and claim review

• Identify where qualified adult, instructor, employer, regulator, licensed professional, or counsel review is required.
• Check public claims against evidence.
• Remove or qualify unproven approval, credential, outcome, safety, superiority, and earnings claims.

Lesson 9B — Continuity and shutdown

• Create access, backup, maintenance, incident, correction, deletion, and responsible-retirement steps.
• Decide what happens if the learner leaves or the tool stops working.

Artifact: boundary and continuity plan Check: the project can be paused or retired without hiding risk or trapping users.

Unit 10 — Value: Money, Time, Compensation, and Fair Exchange

Learner question: What does the pathway or solution cost, who receives value, and is the exchange fair?

Lesson 10A — Education and career economics

• Compare tuition/training, tools, transportation, time, lost earnings, aid/funding status, debt, credential renewal, and alternatives.
• Distinguish salary, hourly wage, tips, commission, contract revenue, expenses, benefits, taxes, and net value.

Lesson 10B — Project economics and five-win value

• Estimate labor, materials, overhead, risk, maintenance, and opportunity cost.
• Identify value to the learner, recipient, institution, community, and long-term system.
• Avoid manipulation, hidden terms, guaranteed return, or unfair dependency.

Artifact: cost/compensation/value map Check: uncertain numbers are dated and labeled; gross money is not presented as take-home value.

Unit 11 — Explain: Portfolio, Résumé, Interview, and Defense

Learner question: Can I communicate what I did without exaggeration or dependence on AI?

Lesson 11A — Truthful capability presentation

• Write a résumé or capability profile using action, context, evidence, result, and limit.
• Build a portfolio page showing the problem, role, assistance, artifact, tests, corrections, and next improvement.
• Practice an interview with honest status language: completed, practiced, demonstrated, learning, authorized, and not yet verified.

Lesson 11B — Independent oral defense

• Present the project in five minutes without AI.
• Answer questions about sources, design, failure, safety, help, cost, and transfer.
• Complete a short unfamiliar transfer task.

Artifact: résumé/capability profile + portfolio + defense record Check: learner explains key decisions and one limitation independently.

Unit 12 — Serve and Advance: Capstone and Transition

Learner question: Can I deliver responsibly and take the next verified step?

Lesson 12A — Capstone delivery

• Deliver the solution or high-fidelity work/trade simulation.
• Collect structured stakeholder/reviewer feedback.
• Resolve critical defects or mark the project held/retired.

Lesson 12B — 30/90/365-day transition plan

• 30 days: one immediate verified step.
• 90 days: one completed learning, application, credential-preparation, service, or employment milestone.
• 365 days: one larger education/career goal with a review checkpoint and alternate route.
• Identify the responsible authority, evidence required, cost, risk, and support for every step.

Artifact: capstone package + transition plan Check: next actions are specific, lawful, affordable or funding-labeled, reversible where possible, and owned by the learner.

Completion gates

The learner must:

• submit at least 12 of the 15 required portfolio items;
• submit Units 1, 3, 5, 7, 9, 11, and 12 artifacts without omission;
• pass truth, consent/authority, safety, privacy/security, accessibility, authorship, and accountability gates;
• demonstrate the capstone at Level 2 or higher on every core criterion;
• complete an independent explanation and transfer task;
• make required corrections or receive an explicit hold decision.

Attendance alone is insufficient.

Completion wording

“[Learner] completed the noncredit DTU Humanized Workforce Capstone and Transition course and demonstrated the listed portfolio tasks at the recorded support levels on [date]. This record is not a high-school diploma, academic credit, occupational license, state credential, or employment guarantee.”

Learner Workbook

Humanized Workforce Capstone and Transition

Start here

You will choose one useful project, complete it carefully, prove what you did, and make a verified plan for what comes next.

You do not need to know everything. You do need to:

• tell the truth about what you know and do not know;
• ask before using another person’s information, work, image, or space;
• stop when safety, privacy, money, law, or authority is unclear;
• record meaningful help from people and AI;
• test your work;
• correct mistakes;
• explain important choices in your own words.

My course map

Unit 1 worksheet — What controls?

My goal

I want to: ________________________________________________

Requirement and authority map

My evidence inventory

One strength: ________________ One growth goal: ________________

Unit 2 worksheet — Who needs what?

Person/group: __________________ Permission to observe/ask: ☐ Yes ☐ Not needed ☐ Stop

Facts I observed:

1. __________________
2. __________________
3. __________________

What the person says they need: __________________

Problem statement: [Person] needs [result] because [evidence], within [constraints].

This project will not: __________________________________________

Unit 3 worksheet — What is true?

Mark every important statement: Fact / Inference / Proposal / Unknown / Disputed.

Constraint check

☐ authority ☐ safety ☐ privacy ☐ accessibility ☐ time ☐ money ☐ tools ☐ skill ☐ policy/law

Unit 4 worksheet — What is the plan?

Outcome: ________________ Due/review date: ________________

Minimum useful version: __________________________________________

Acceptance tests:

1. __________________
2. __________________
3. __________________

Unit 5 worksheet — Which tools and whose help?

Assistance ledger

My independent task: __________________________________________

Unit 6 worksheet — Build version one

Version/date: ________ Primary task: ____________________

What it does now: ______________________________________________

Evidence link/location: _________________________________________

One success: ________ One failure: ______ One limit: ________

Decision: ☐ repair ☐ simplify ☐ redesign ☐ stop/retire

Unit 7 worksheet — Test and correct

Gates: ☐ safety ☐ consent ☐ privacy/security ☐ accessibility ☐ fairness ☐ truthful claims ☐ authorship

Unit 8 worksheet — Work with people

Progress update

• Completed:
• Evidence:
• Problem:
• Decision needed:
• Next step and date:

Handoff

I am handing ________ to ______ by ________. They confirmed: ☐

Repair

Fact: ________ Impact/concern: ______ Authority/boundary: ______ Repair: ______ Check date: ________

Unit 9 worksheet — Protect and continue

Backups: ________ Access owner: ______ Maintenance: ______ Deletion/retirement: ________

Unit 10 worksheet — Cost and value

Value to learner: __ recipient: institution: community: long term: __

Unit 11 worksheet — Tell the truth about capability

Use this formula:

I [action] for [person/context] using [method/tool]. Evidence: [artifact/result]. I received [help]. Limits: [what this does not prove].

Five-minute defense

1. What was the need?
2. What evidence changed your decision?
3. What did you make/do?
4. What failed and how did you respond?
5. What help did you receive?
6. How did you protect people?
7. What did it cost or save?
8. What would you improve?

Unit 12 worksheet — Deliver and advance

Delivery decision

☐ deliver/use ☐ revise and retest ☐ hold ☐ retire

Stakeholder feedback: ___________________________________________

Critical correction: ____________________________________________

My next steps

Final reflection

• I became more capable at:
• I still need help with:
• The most important correction I made:
• The person or group my work served:
• The next truthful claim I can make:
• A claim I must not make:

Facilitator Guide

Humanized Workforce Capstone and Transition

Facilitator role

Help learners think, act, verify, and explain. Do not take over the project, inflate evidence, promise outcomes, or make official school, diploma, credential, licensure, employment, legal, medical, or funding decisions outside your authority.

Before the course

1. Confirm learner group, delivery setting, authority, safeguarding, and emergency route.
2. Identify who controls official credit, diploma, transcript, accommodations, and regulated occupational decisions.
3. Review every local policy, tool age limit, data practice, project risk, and public-sharing route.
4. Provide accessible formats and language supports.
5. Set portfolio storage, retention, deletion, and access rules.
6. Approve projects only after consent, safety, privacy, money, contact, publication, and regulated-work review.
7. Label the course noncredit unless a separately authorized institution has approved a specific use in writing.

12-session delivery map

Each three-hour unit may run as one session or two 90-minute lessons.

Adjust breaks, pacing, delivery mode, and evidence format for access and learner needs.

Essential questions by unit

1. Who has authority, and what can the learner prove now?
2. Whom will the work help, and what do they say they need?
3. What must be verified before action?
4. What sequence, milestone, risk, and test will guide the work?
5. Which tool fits, what data is necessary, and what remains human?
6. Can the learner produce a minimum useful version?
7. What fails, who could be harmed, and what correction is required?
8. Can the learner communicate, hand off, receive correction, and repair?
9. Can the work continue or stop responsibly?
10. What is the full cost and fair reciprocal value?
11. Can the learner explain capability and limits independently?
12. Can the learner deliver responsibly and execute a verified next step?

Feedback protocol

Give feedback in this order:

1. Evidence: “I observed…”
2. Strength: one specific effective action.
3. Risk/gap: one specific mismatch with the outcome, source, or gate.
4. Correction: the next observable action.
5. Repeat: when and how the learner may demonstrate again.

Never use vague labels such as lazy, gifted, not college material, job ready, natural leader, or bad communicator. Describe performance and evidence.

Stop and escalate immediately when

• physical or emotional safety is at risk;
• a learner proposes unlicensed/unauthorized regulated work;
• money, contract, purchase, public account, or external contact lacks authority;
• personal, student, health, financial, government-ID, credential, biometric, location, or confidential data may be exposed;
• discrimination, harassment, threat, exploitation, abuse, or retaliation is alleged;
• public claims exceed evidence;
• AI is being used to impersonate, deceive, evade rules, or replace learner authorship;
• the facilitator lacks competence or authority to decide.

Record minimum necessary facts and use the approved escalation route. Do not investigate beyond role.

Differentiation

• Read directions aloud and provide visual sequences.
• Permit speech-to-text, typing, drawing, models, demonstration, or supported writing during learning.
• Break tasks into smaller milestones without reducing the final outcome unless an authorized accommodation changes it.
• Provide vocabulary before performance.
• Offer adult and culturally relevant scenarios.
• Allow translation/interpretation unless independent English is the disclosed assessment target.
• Use synthetic data and simulations where real data or live service is unnecessary.

Assessment workflow

1. Review artifact ownership and assistance ledger.
2. Score each capstone dimension from 0–4 using observed evidence.
3. Mark every noncompensable gate Pass, Repair Required, or Hold.
4. Give the learner the evidence and correction requirement.
5. Permit reteaching and another demonstration.
6. Obtain a second reviewer for borderline safety, credential, legal, or authorship questions.
7. Issue only the approved noncredit completion wording.

Pilot evidence to collect

• starts, attendance, and completions;
• artifact completion by unit;
• baseline and end performance on one transfer task;
• support level changes;
• critical errors and corrections;
• accessibility barriers;
• learner/family/facilitator burden;
• stakeholder usefulness;
• withdrawals and reasons when voluntarily provided;
• incidents, complaints, adverse outcomes, and unresolved risks;
• claims the evidence does and does not support.

Do not publish learner-level data or stories without specific informed authority.

Grade 12 Capstone and Evidence Rubric

Capstone challenge

Solve one bounded human need through a useful deliverable or high-fidelity work/trade simulation. The learner must show the entire chain:

Need → evidence → plan → build/performance → test → correction → delivery → explanation → transition.

Acceptable capstone forms

• service workflow or operational improvement;
• website, app, automation, data tool, or digital learning resource;
• physical model, repair, fabrication, robotics, or systems prototype;
• beauty/client-service simulation inside proper authority and supervision;
• small-business process, financial/marketing system, or customer-support design;
• community, school, family, accessibility, or public-information service;
• research-to-implementation project with a working artifact;
• another format approved by the facilitator after risk review.

No learner may perform a regulated service, handle restricted data, contact strangers, spend money, bind an agreement, represent an institution, or publish another person’s information without the exact required authority and supervision.

Required capstone file

1. 150-word plain-language summary
2. User/stakeholder and consent record
3. Problem, scope, non-goals, and success measures
4. Sources and constraints
5. Plan, roles, milestones, risks, and acceptance tests
6. Assistance ledger
7. Artifact or performance evidence
8. Test results, failure, correction, and retest
9. Safety/privacy/accessibility/ethics/claims review
10. Cost and value analysis
11. Stakeholder/reviewer feedback
12. Independent five-minute defense
13. Unfamiliar transfer task
14. 30/90/365-day plan

Analytic rubric

Score each dimension from 0 to 4 using the universal evidence scale.

Noncompensable gates

Each is Pass / Repair Required / Hold.

• truthful claims and source integrity;
• consent and authority;
• safety;
• privacy and security;
• accessibility and nondiscrimination;
• authentic learner evidence and assistance disclosure;
• human accountability and escalation;
• regulated-work boundary.

Any Hold blocks completion regardless of numeric score. Repair Required permits teaching, correction, and reassessment.

Completion standard

• all noncompensable gates pass;
• no dimension is below Level 2;
• at least five dimensions are Level 3 or higher;
• independent explanation and transfer task are completed;
• critical reviewer feedback is resolved or explicitly documented as a release hold.

Reviewer panel

Recommended:

• one curriculum/facilitation reviewer;
• one relevant occupational or technical reviewer;
• one stakeholder/user or independent community reviewer;
• learner self-review.

One person may fill multiple roles only when their competence and conflicts are disclosed. Review does not create state, school, employer, accreditor, regulator, or credential endorsement.