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The human curriculum · Seven human capabilities

The future is not a slogan. It is a curriculum.

Problem-framing, metacognition and ethical judgment do not grow because they appear on a poster. Own Mind is designed to put students in work where the move is necessary, teach it explicitly, return to it in changed contexts and keep the evidence attached to what the student actually did.

Own Mind · Work traceIllustrative
Grade 8 Civics · Human-reviewed workWhich neighborhood should the city protect from heat first?
Decision trace
WorkFirst position saved

Protect the people least able to avoid indoor heat.

DecisionRecommendation revised

Keep the priority; change the intervention after the source check.

EvidenceReason attached

Map layer · source limit · counter-position · final rationale

Capability exercised in this workArgument formation and critical reasoning

Build and test a position using claims, evidence, warrants, counter-positions, uncertainty and limits.

What remains inspectableClaim · evidence · warrant · limit

What work will still need from people

Seven capabilities. Practiced in work—not scored as traits.

When a machine can produce a plausible answer in seconds, the advantage is no longer access to AI. It is the human work the machine does not remove: deciding what matters, checking what deserves trust and standing behind the result.

One shared language across the schoolThe same seven labels are designed to follow students from the dedicated curriculum into subject work. The explorer below shows how the demand changes with age, while the language stays coherent for students, teachers and school leaders.
01

Recognize what matters

Decide which problem is worth solving, and for whom, before anything is built.

02

Hold uncertainty

Stay useful when the evidence is incomplete and the answer is not yet settled.

03

Defend a trade-off

Choose between imperfect options and explain why—out loud, with AI closed.

04

Coordinate people and systems

Get people, tools and AI working toward one accountable outcome.

05

Take responsibility

Own the decision and its consequences, not just the output.

The seven capabilities

From abstract words to visible student moves.

Choose one to see how the curriculum is designed to teach it, what evidence students could leave and how it returns in a later task.

HUMANCAPABILITY01Self-regulation02Metacognition03Criticalreasoning04Problem-framing05Collaboration06Ethicaljudgment07Adaptivethinking

The human curriculum

Seven capabilities. Practiced through real work.

These are curriculum constructs, not personality traits. Choose a capability and grade band to inspect the work designed to exercise it—not a score assigned to a student.

Designed to exercise

Creative problem-framing

Distinguish symptom from need, inspect assumptions and affected people, compare frames and reframe.

Observable work—not a latent traitNeed · assumption · frame · reframe
Change the task demand
Grades 4–5Visible routines, concrete models and frequent feedback
Work context

A physical or offline make another student can try

Capability move made necessary by the task

Name the next move and explain one concrete choice

Work evidenceNeed · assumption · frame · reframe

Repeated practice, not trait language

A capability has to survive a changed context.

A capability becomes educationally useful when students meet it again after a delay and in a changed task. The work record can show what the student did in that context; it cannot turn a single artifact into a judgment about the student as a person.

The evidence ceilingOwn Mind is designed to show that a student made a particular move in a declared context. Human review does not turn one piece of work into a personality label, capability score or prediction.
For teachersKeep the task, sources and rubric. Connect the exact seven capability labels to work students produce. Review stays tied to the task—not an attention score, authorship guess or hidden profile.
01

Model

Make the move visible and give it shared language inside a knowledge-rich task.

With modeling
02

Guide

Rehearse the move with an explicit scaffold, checks and corrective feedback.

With guidance
03

Use

Require the move independently in a changed subject, output or social context.

Familiar context
04

Adapt

Return later with a varied or unfamiliar task that requires selection and adjustment.

Changed context
05

Explain

Ask the student to explain the move; a human reviews the declared work evidence.

Human judgment

What the seven mean

Human capabilities, made concrete.

Each construct names teachable moves and the work in which those moves can be inspected.

Self-regulation

Set, sequence, monitor, recover.

Begin deliberately, seek the right help, respond to difficulty and complete or hand over responsibly.

Plan · monitor · recover · hand over
Metacognition

Choose and change a strategy.

Predict, monitor understanding, diagnose an error and explain why a different approach is now needed.

Predict · select · monitor · adapt
Critical reasoning

Build a position that can be tested.

Connect claims to evidence and warrants, engage a counter-position and state uncertainty and limits.

Claim · evidence · warrant · limit
Problem-framing

Find the problem behind the symptom.

Inspect assumptions and affected people, compare frames and change the question when the first one is weak.

Need · assumption · frame · reframe
Collaboration

Work with responsibility and dissent.

Listen, take a role, surface disagreement, negotiate, repair and create a usable handover.

Role · dissent · repair · handover
Ethical judgment

See the values inside the choice.

Weigh people, rights, duties, care, justice and benefit, then justify a decision that remains revisable.

People · values · trade-off · decision
Adaptive thinking

Act responsibly under uncertainty.

Separate known, unknown and assumed; hold alternatives, run reversible tests and update after surprise.

Unknown · alternative · test · adapt

The seven in action

Eight work habits you can see in the work.

The same capabilities, expressed as everyday moves visible in student work. This is a practice lens—not a second capability framework or a student score.

Frame the problem

Define the work before selecting the tool.

Notice a real need, listen to people, define success and decide what must remain human before choosing whether AI belongs.

Need statement · success criterion · protected decision
Think about thinking

Notice what changed a judgment—and why.

Commit a first view, identify which help sharpened or distorted the work, and explain the method in their own words.

First view · change reason · AI-off explanation
Delegate deliberately

Give the machine a job—not the whole problem.

Choose AI, another tool, a person or no tool; then set inputs, limits, approval points and a test for one bounded contribution.

Declared role · human boundary · stop condition
Judge evidence

Treat fluent output as a proposal, not proof.

Trace claims to sources, distinguish confidence from evidence, test edge cases, keep uncertainty visible and change position when the evidence earns it.

Claim–source map · test result · claim ceiling
Keep authorship and craft

Use assistance without surrendering intention or voice.

Make before generating, inspect machine changes separately and decide what to keep, change, reject or hold.

Student draft · contribution lineage · decision with reason
Test, learn and revise

Put the work in contact with evidence and reality.

Try the work with sources, users, rules or fixtures; treat failure as information; revise a named version and preserve the reason.

Exact-version test · result · justified rework
Work with people

Listen, contribute, disagree and hand over well.

Notice missing perspectives, allocate roles, receive critique, record dissent and return useful work clearly to another person.

Team call · minority concern · handover receipt
Lead and govern

Use more power with more answerability.

Name an accountable human, set permissions and stopping conditions, weigh benefit and harm, make justified commitments and close responsibly.

Named owner · permission boundary · responsible close

The human curriculum

Do not tell students to think better. Give them work that makes better thinking necessary.

Use the same capability language in the dedicated curriculum and across subject work. Evidence remains tied to the task where it happened.