Agency-preservation layer

HAPI Agency Preservation Lexicon.

Original HAPI terminology for preserving human agency inside AI, automation, and institutional systems.

This lexicon defines the agency-preservation layer: the language of human participation, refusal, restoration, authority, and capacity.

Purpose

Give institutions precise language for seeing agency loss before it becomes normal.

Boundary

Focus on human agency preservation, not execution-governance systems or technical control taxonomies.

Mission

Preserve Human Agency is the public mission of HAPI.

Lexicon Terms

Human Agency

Meaning

The lived ability of a person to understand a situation, make a judgment, refuse, revise, act, and remain accountable for what follows.

Plain-language explanation

A person has agency when they can do more than comply. They can see what is happening, choose meaningfully, and affect the outcome.

Example

A patient can review an automated care recommendation, ask for a human explanation, decline the path, and receive a real alternative.

Why it matters

Human agency is the basic condition HAPI exists to preserve.

Human Agency Preservation Infrastructure

Meaning

The systems, practices, checks, and cultural commitments that protect meaningful human participation inside automated and institutional environments.

Plain-language explanation

It is the practical layer that keeps people from being reduced to passive checkpoints.

Example

An employer adds refusal rights, review paths, audit trails, and human decision authority before deploying an automated performance system.

Why it matters

Agency preservation must be built into operations, not left as a slogan.

Agency Loss

Meaning

A reduction in a person's real ability to understand, refuse, revise, participate, or act with consequence inside a system.

Plain-language explanation

Agency loss happens when people are still present but no longer have meaningful power.

Example

A teacher can appeal an automated school placement decision, but the appeal always returns the same result without explanation.

Why it matters

Naming agency loss helps institutions see harm before it becomes normal procedure.

Agency Theater

Meaning

The appearance of human participation without the practical conditions needed for real influence or responsibility.

Plain-language explanation

The system says a person is involved, but the person cannot actually change anything important.

Example

A manager clicks approve on a recommendation that cannot be inspected, challenged, or meaningfully delayed.

Why it matters

Agency theater can let institutions claim oversight while avoiding actual human authority.

Agency Capture

Meaning

A condition where a person's choices are shaped so tightly by a system that their participation mainly serves the system's preferred outcome.

Plain-language explanation

The person appears to choose, but the process has already boxed in the answer.

Example

A benefits portal offers several paths, but every path pressures the applicant into accepting the fastest denial review.

Why it matters

Agency capture is dangerous because it can look voluntary from the outside.

Dependency Capture

Meaning

A condition where people or institutions become so dependent on an automated process that meaningful refusal or replacement becomes unrealistic.

Plain-language explanation

The system becomes hard to leave, even when it is causing agency loss.

Example

A hospital relies on a triage tool so heavily that staff no longer feel able to question it during high-pressure intake.

Why it matters

Dependency capture turns convenience into control when no real fallback remains.

False Gate

Meaning

A checkpoint that appears to provide human review, consent, or intervention but does not give the person real power to alter the outcome.

Plain-language explanation

It looks like a doorway, but it is really a painted door.

Example

A user can request review of an automated account lock, but the review only confirms that the automation ran.

Why it matters

False gates create confidence without protection.

True Gate

Meaning

A checkpoint where a qualified human or affected person can understand the issue, pause the process, refuse the path, revise the decision, or require a different outcome.

Plain-language explanation

A true gate can actually stop or change what happens.

Example

A care coordinator can override an automated discharge flag after reviewing patient context and documenting the reason.

Why it matters

True gates are essential to meaningful participation and accountable governance.

Meaningful Participation

Meaning

Participation that gives people enough information, time, authority, and options to affect outcomes that matter.

Plain-language explanation

People are not just included. Their involvement can change the result.

Example

Workers help shape the rules for an automated scheduling system before it is adopted and can challenge harmful outcomes after launch.

Why it matters

Participation without influence can become a softer form of exclusion.

Meaningful Refusal

Meaning

The ability to decline, pause, appeal, or redirect a system pathway without facing hidden punishment or impossible burden.

Plain-language explanation

Refusal matters only when saying no is realistic and has somewhere to go.

Example

A parent can refuse an automated school placement recommendation and receive a timely human review with clear alternatives.

Why it matters

Without meaningful refusal, consent and participation become fragile.

Rubber-Stamp Participation

Meaning

Human involvement that only confirms or forwards a system output without real review, understanding, or authority.

Plain-language explanation

A person signs off, but the decision has already been made.

Example

A supervisor approves dozens of automated risk scores each hour without seeing the evidence behind them.

Why it matters

Rubber-stamp participation lets institutions say a human was involved while agency has already been removed.

Live Human Authority

Meaning

Active human power to inspect, pause, redirect, revise, or reject a system outcome in the moment when it matters.

Plain-language explanation

A real person can still act with authority before consequence lands.

Example

An intake worker can stop an automated denial before a family loses access to services.

Why it matters

Human authority must be live, not only available after harm has occurred.

Restorative Governance

Meaning

Governance designed to repair agency loss, rebuild participation, and restore human capacity where systems have weakened it.

Plain-language explanation

It is governance that does more than control risk. It helps people regain power inside the system.

Example

A city redesigns a benefits process after discovering that automation made appeals too confusing for residents to use.

Why it matters

Agency preservation includes repair, not only prevention.

Participatory Capacity

Meaning

The practical ability of a person or community to participate meaningfully, including time, knowledge, access, language, support, and authority.

Plain-language explanation

People need real conditions that make participation possible.

Example

A school offers translated explanations, human office hours, and clear appeal windows before automated placement decisions become final.

Why it matters

Participation fails when the burden of understanding is pushed onto people without support.

Institutional Overload

Meaning

A state where institutional complexity, volume, speed, or procedural burden exceeds people's ability to understand and participate meaningfully.

Plain-language explanation

The system becomes too much for people to keep up with, even when they are trying.

Example

A family receives automated notices, portal tasks, deadlines, and policy language from multiple agencies with no single accountable guide.

Why it matters

Overload can strip agency without any single actor intending harm.

Delegated Agency

Meaning

A limited transfer of action or decision support to a person, tool, or institution while preserving the original person's ability to understand, revoke, revise, or contest that delegation.

Plain-language explanation

You can let something help you act, but you should not lose the ability to take back control.

Example

A patient authorizes an AI assistant to organize forms, but keeps final choice, review rights, and a clear off-ramp.

Why it matters

Delegation can support agency when control remains visible and recoverable.

Agency-Preserving AI

Meaning

AI designed and deployed so that people retain meaningful understanding, refusal, revision, participation, and accountability.

Plain-language explanation

The AI helps people act. It does not quietly replace their authority.

Example

A clinical AI summarizes options, shows uncertainty, explains sources, and makes it easy for clinicians and patients to choose a different path.

Why it matters

AI can amplify agency only when agency preservation is part of the design.

Agency-Preserving Audit

Meaning

A structured review of where a system preserves, weakens, simulates, or removes meaningful human agency.

Plain-language explanation

It checks whether people can really understand, refuse, revise, act, and remain accountable.

Example

An audit of a hiring platform reviews candidate notice, human review quality, appeal paths, manager authority, and long-term monitoring.

Why it matters

Institutions need a way to see agency risk before it becomes operational harm.

Agency Restoration Plan

Meaning

A practical plan for repairing agency loss through process changes, human authority points, refusal paths, communication, oversight, and continuity checks.

Plain-language explanation

It is the recovery plan after HAPI finds where people have lost real participation.

Example

A health system adds human review, patient explanations, appeal windows, and outcome monitoring after an audit reveals false gates.

Why it matters

Finding agency loss matters most when it leads to restoration.

Governance as Agency Preservation

Meaning

A governance approach that treats the protection of meaningful human agency as a central measure of whether a system is legitimate.

Plain-language explanation

Good governance should keep people able to understand, refuse, revise, act, and answer for what happens.

Example

A public agency evaluates an automated decision process by asking whether residents can understand it, challenge it, and reach a human with authority.

Why it matters

Governance is incomplete if it manages systems but does not preserve the humans inside them.

Next Step

Use the lexicon to see where agency is being preserved or lost.

Request an agency auditSupport the mission