Field guide 02

Choose · Act · Own · Enable

Learn Agency

Agency is the capacity to recognize one’s room for influence, make deliberate choices, initiate action, take responsibility for consequences, and expand other people’s ability to act within real constraints.

Builds your Learning Agility and Adaptability capability.

← The AI-proofing skills

Start here · one first move

Choose one situation where you have been waiting, avoiding or assuming there is no room to act.

Field guide 02

Short avatar explainer — poster shown until the video is supplied.

Understand

A working definition

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In practice

Names what can be influenced, chooses a meaningful direction, takes a proportionate next step, learns from the result and keeps ownership visible.

Why this matters now

When tools can recommend, generate and automate, people can gradually stop initiating, deciding and owning consequences. Agency keeps technology in service of intentional human action.

It is

  • Choice and action within real conditions.
  • Both personal and relational.
  • Strengthened through evidence of influence.
  • Accountable for effects and consequences.

It is not

  • Total control over outcomes.
  • Relentless action or individual heroics.
  • Ignoring power, resources or constraints.
  • Blaming people for conditions they cannot change.

The capability loop

Agency grows through an influence loop.

Confidence alone is not agency. A person needs choice, action, feedback and an environment that permits meaningful influence.

  1. 1

    Notice room

    What is fixed, influenceable or open to choice?

  2. 2

    Choose

    What direction, value or outcome is worth acting for?

  3. 3

    Act

    What is the smallest meaningful move I can own now?

  4. 4

    Read

    What changed, resisted or became newly possible?

  5. 5

    Expand

    How can the next move strengthen my agency and others’?

Behaviour clue

Names what can be influenced, chooses a meaningful direction, takes a proportionate next step, learns from the result and keeps ownership visible.

Go deeper

The full field guide

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8 connected capabilities+

Agency connects realistic influence, deliberate choice, action and accountability.

Influence awareness
Distinguishes control, influence and external constraint.
Choice recognition
Sees alternatives instead of treating the first path as fixed.
Initiative taking
Starts meaningful action without unnecessary prompting.
Decision ownership
Accepts responsibility for choices and consequences.
Self-efficacy
Builds realistic confidence from mastery and feedback.
Action orientation
Moves from intention to concrete, proportionate steps.
Adaptive follow-through
Changes strategy while maintaining meaningful direction.
Collective enablement
Strengthens other people’s voice, choice and capacity to act.

The components strengthen one another. Development depends on how they are combined in context—not on maximizing one behavior in isolation.

Behaviour map+

01

Before

  • Map the room Separates what is controllable, influenceable and currently fixed.
  • Name the direction Connects the action to a value, purpose or needed result.
  • Find the choice Identifies at least two genuine options or requests.
  • Check permission Distinguishes a real boundary from an assumed need to wait.

02

During

  • Take one owned step Makes the next action visible and proportionate.
  • Use voice States a view, boundary, request or decision clearly.
  • Seek leverage Engages people, resources and systems that can change the situation.
  • Track the response Notices effects without confusing effort with influence.

03

After

  • Own the outcome Names choices and effects without blame or self-erasure.
  • Update efficacy Uses evidence—not mood—to judge what can be influenced.
  • Change the strategy Keeps direction while revising an ineffective method.
  • Share the room Creates more voice and choice for affected people.
Case story · composite+

When the AI assistant becomes the unofficial manager.

The team did not reject AI assistance.

The challenge.

A project team uses an AI copilot to prioritize work, assign next steps and draft decisions.

Output rises, but people increasingly wait for recommendations and nobody can explain who authorized the trade-offs. 1 · Notice room The team maps which decisions require human mandate, consultation or professional judgment. 2 · Choose They name the intended outcome: faster coordination without surrendering ownership. 3 · Act One sprint uses explicit human decision owners, visible assumptions and opt-out routes. 4 · Read Fewer tasks stall, and disagreements surface earlier because authority is no longer hidden in the tool. 5 · Expand The team adds rotating initiative roles and invites affected colleagues into consequential choices.

Capability in practice The team did not reject AI assistance.

It restored visible choice, authority and responsibility around the assistance.

Leadership and learning culture+
  • Clarify Make decision rights, boundaries and escalation routes explicit.
  • Invite Give people meaningful choices before plans become fixed.
  • Resource Match responsibility with time, information, skills and authority.
  • Reward Recognize initiative, responsible dissent and learning—not only compliance.
  • Review Examine choices and system conditions without turning accountability into blame.
Autonomy research · 2020 A meta-analysis of 73 self-determination-informed health interventions found modest, heterogeneous improvements in motivation and health behavior. Gains were linked partly to need support and autonomous motivation. Ntoumanis et al., Health Psychology Review. [R1] Self-efficacy research · 2024 A preregistered meta-analysis of 115 studies with 11,284 teachers found interventions improved teacher self-efficacy. The authors recommend reflective elements and more rigorous intervention descriptions. Täschner et al., Review of Educational Research. [R2]
Why we protect this skill — HI · FRI · IMPACT+

Human Core

How central should human agency, judgment and responsibility remain?

uman owns

▰▰▰▰▰

Future Readiness

How strongly does this help people learn and act as roles and technology change?

Foundational

▰▰▰▰▰

Safeguard Value

How strongly does this protect capability from over-reliance, deskilling and loss of agency?

Critical safeguard

▰▰▰▰▰

They describe why the capability matters—not how advanced a learner is. AI can widen options and reduce friction. People must choose the direction, authorize action, own consequences and protect others’ room to participate.

Practice

Create SPACE to act.

04

Use this short structure in real work, reflection or coaching. Keep the action specific enough to observe.

  • S

    See the room

    What is fixed, influenceable or open to choice?

  • P

    Pick direction

    What outcome or value is worth acting for?

  • A

    Act small

    What meaningful next move can I own now?

  • C

    Check effect

    What changed, resisted or became possible?

  • E

    Enlarge agency

    How can the next step strengthen others’ room to act?

One-minute start: “I may not control … I can influence … The next move I will own is …” The protocol supports practice. It does not remove the need for context, expertise, ethical judgment or appropriate human support.

Seven-day experiment

Run a seven-day agency experiment.

0 of 7 days marked · saved on this device

Prove it

Five stages of enacted agency.

05

The progression describes observable choice and influence—not confidence, status, personality or worth. Agency always depends partly on the surrounding conditions.

  1. L1

    Respond

    Takes a supported next step and notices a simple link between action and result.

  2. L2

    Choose

    Identifies realistic options, expresses a preference and owns a familiar decision.

  3. L3

    Initiate

    Starts purposeful action, follows through and learns from ordinary setbacks.

  4. L4

    Adapt

    Acts under uncertainty, changes strategy and navigates constraints without surrendering ownership.

  5. L5

    Enable

    Designs conditions for shared voice, distributed authority and responsible collective action.

Use the progression well Ask for the next observable behavior—not a label for the person.

Agency · Human capability for change

Agency begins before certainty.

See the room you have.

Choose a meaningful direction.

Take the next owned step.

Ask Markku-AI about Agency

Pick a question. Markku-AI answers from the Skills Pathfinder material.

Cover of the Agency minibook

Read the full minibook

Agency

The printed A5 field guide — same content, typeset for paper.