TA-14 · HUMAN PERFORMANCE STACK

THE MOMENT
BEFORE HUMAN ACTION
BECOMES CONSEQUENCE.

A human-facing execution architecture for high-consequence moments. The system creates a pause. The system shows what matters. The human chooses and acts. The record saves the truth of the moment.

THE HUMAN REMAINS THE ACTOR.THE SYSTEM GUIDES.THE RECORD PRESERVES THE TRUTH.THE OUTCOME BECOMES REVIEWABLE.

THE GOVERNING QUESTION

Does this proposed consequence have sufficient Admissible Evidence, Applicable Authority, and Established Standing to become reality NOW?

HPS applies that question at the human edge. It does not remove judgment. It makes the pre-action moment inspectable enough that assistance does not silently become authority.

THE HUMAN PERFORMANCE EXECUTION CHAIN

01

PAUSE

Interrupt reflexive action before it becomes consequence.

02

CONTEXT

Show the human what matters in this exact situation.

03

MEMORY

Bring forward relevant prior records without converting memory into permission.

04

GUIDANCE

Present bounded guidance, sequence, warnings, and options.

05

AUTHORITY

Establish what the human is actually authorized to do here and now.

06

CHOICE

The human evaluates the presented context and remains the actor.

07

ACTION

A bounded human act crosses into physical, institutional, or digital reality.

08

RECORD

Preserve what was known, shown, chosen, done, and produced.

09

OUTCOME

The consequence becomes reviewable and creates a new reality.

THE BOUNDARY

ASSISTANCE
IS NOT EXECUTION.

Wearables, AI, sensors, memory systems, copilots, checklists, near-ear prompts, and automated evidence capture can increase what a person can perceive and understand. None of those capabilities independently establish permission to create a consequence.

SEE≠RECORD
RECORD≠RETAIN
RETAIN≠TRANSMIT
RECOGNIZE≠IDENTIFY
INFER≠KNOW
RECOMMEND≠AUTHORITY TO ACT
CAPABILITY≠AUTHORITY

INTERACTIVE EXAMINATION · CHANGE THE CONDITIONS

Should this proposed human action cross into reality?

PROPOSED CONSEQUENCE: A human actor has received machine-assisted guidance and is ready to perform a consequential action.

ADMISSIBLE EVIDENCE
APPLICABLE AUTHORITY
ESTABLISHED STANDING
PRESENT CONDITIONS / NOW
CURRENT DETERMINATIONALLOW

The presented record supports the proposed human action, authority and standing are established, and no changed condition presently defeats reliance. The human still chooses whether to act.

This interactive surface demonstrates governance logic. It does not determine medical, legal, employment, law-enforcement, diagnostic, or professional authority.

WEARABLE AI · SMART GLASSES · NEAR-EAR GUIDANCE

The glasses can see.
That does not mean they may decide.

PERCEIVE

Camera, audio, environmental sensors, context.

→
INTERPRET

Recognition, inference, memory, recommendation.

→
GOVERN

Evidence, authority, standing, changed condition, scope.

→
HUMAN CHOICE

Pause, understand, choose, act—or do not act.

→
RECEIPT

Preserve what was shown, chosen, executed, and produced.

THE OPERATING STACK · WHAT MUST BE GOVERNED IN THE MOMENT

Human performance is not one signal.
It is a governed state transition.

HPS does not ask a wearable or AI system to decide whether a person is good, bad, fit, unfit, safe, unsafe, competent, or incompetent. It asks what information is relevant to a specific proposed consequence, whether that information is attributable and current, what authority applies, whether standing exists, and what changed before execution.

01HUMAN STATE

What does the system know about workload, attention, fatigue, stress, environment, or readiness—and what does it not know? Human-state signals are context, not automatic authority.

02SITUATIONAL CONTEXT

What is happening now? Identify the asset, place, task, hazard, people, constraints, and changed conditions that make this moment different from the last one.

03EVIDENCE PROVENANCE

Where did each material fact come from? Preserve source, time, identity, transformation, confidence, and continuity so guidance can be traced rather than merely trusted.

04SEQUENCE INTEGRITY

What must happen first, what must remain true, and what invalidates the next step? Sequence is governed as a dependency chain rather than a checklist to click through.

05INTERVENTION BOUNDARY

What exact action is being proposed? Bound the consequence before evaluating whether evidence, authority, and standing are sufficient for that action.

06CHANGED-CONDITION REVALIDATION

An ALLOW is not permanent. Material change returns the proposed consequence to examination before the next irreversible step.

07HUMAN COMMIT

The system may advise, warn, explain, or hold. The accountable human crosses the commit boundary when human execution is required.

08RECEIPT + REPLAY

Preserve what the human could see, what the system presented, the governing state, the choice, the action, and the resulting outcome so the moment can later be reconstructed.

CONTINUOUS REVALIDATION · COMMISSIONED ONCE ≠ AUTHORIZED FOREVER

An ALLOW expires when the facts that supported it stop being true.

BASELINE

Establish the condition and the bounded action under examination.

→
ALLOW

Evidence, authority, standing, and present conditions support crossing now.

→
CHANGE

New hazard, new person, new asset state, new evidence, elapsed time, scope change, or authority change.

→
REVALIDATE

Return to the governing question before the next consequential commit.

PAST PERMISSION ≠ PRESENT AUTHORITY.

FAILURE MODES · WHAT HPS IS DESIGNED TO MAKE VISIBLE

The dangerous failure is often not bad information.
It is an unjustified crossing.

AUTOMATION BIAS

A recommendation is treated as correct because a machine produced it.

HPS RESPONSEExpose provenance, uncertainty, alternatives, and the independent authority question.
STALE CONTEXT

Guidance was valid earlier but a material condition changed.

HPS RESPONSEInvalidate reliance and re-run the NOW examination.
AUTHORITY LEAKAGE

A system can perform an action and is therefore assumed permitted to perform it.

HPS RESPONSESeparate capability from Applicable Authority and Established Standing.
SEQUENCE COLLAPSE

A later step is attempted before a prerequisite has been established.

HPS RESPONSEHold the consequence at the failed dependency.
UNTRACEABLE GUIDANCE

The human receives an instruction with no inspectable basis.

HPS RESPONSEBind material guidance to attributable evidence and the governing record.
HUMAN OVERRIDE WITHOUT RECORD

A person departs from guidance but the reason disappears.

HPS RESPONSEPreserve the choice, available context, stated basis, action, and outcome without converting the record into behavioral control.

THE HUMAN-ACTION RECEIPT

Preserve the truth of the moment—not just the final click.

A useful record must make the consequential moment replayable. The purpose is not to create a surveillance transcript of a person. It is to preserve the minimum attributable record needed to understand what supported the proposed consequence, what the human was shown, what authority existed, what choice crossed the boundary, and what became real.

01Actor / role / standing02Proposed consequence03Time + place + operating context04Evidence presented05Source + provenance06Applicable authority07Changed conditions08Guidance shown09Warnings / alternatives10Human choice / commit11Action actually performed12Outcome + new baseline

ONE ARCHITECTURE · MANY HUMAN MOMENTS

Not a wearable product.
A governed human-action layer.

FIELD SERVICE

Technician receives live context before a consequential intervention.

NURSING

Clinical guidance can support a person without silently becoming clinical authority.

PILOTS

Sequence, changed conditions, warnings, and human authority remain explicit.

PUBLIC SAFETY

Information can arrive quickly while the authority to act remains separately governed.

EMERGENCY RESPONSE

Urgency changes time available; it does not erase the execution boundary.

HVACD/R

Baseline → NIRET → Declared Diagnostic Determination → Intervention → Post-Intervention Performance Record.

WEARABLE AI

Smart glasses and near-ear prompts can guide perception without becoming the actor.

PERSONAL DECISIONS

A system can create a pause and show context while preserving human choice.

EXAMPLE · HVACD/R HUMAN PERFORMANCE INTEGRITY CHAIN

From observation to intervention without skipping the consequence boundary.

BASELINE→NIRET→DECLARED DIAGNOSTIC DETERMINATION→INTERVENTION→POST-INTERVENTION PERFORMANCE RECORD

The technician may receive live measurements, prior service history, sequence guidance, warnings, and AI assistance. Those inputs can improve the decision surface. They do not independently authorize opening equipment, changing a control sequence, replacing a component, altering a safety, or declaring the system corrected. The proposed intervention remains bounded by the evidence, authority, standing, present condition, and the accountable human commit.

WHAT HPS IS NOT

Accountable human agency—not control of the human.

HPS is not surveillance, behavioral enforcement, medical advice, legal advice, employment discipline, law-enforcement authority, diagnostic authority, or a replacement for professional judgment. Its purpose is to support accountable human agency at the moment it matters most.

TA-14 HUMAN PERFORMANCE STACK

The smallest consequential moment may be the one worth governing most.

PAUSE.SHOW WHAT MATTERS.LET THE HUMAN CHOOSE.PRESERVE THE RECORD.
NO ADMISSIBLE EVIDENCE. NO ADMISSIBLE EXECUTION.
TA-14 AUTHORITY · HUMAN PERFORMANCE EXECUTION INTEGRITY GOVERNANCE
REALITY → RECORD → CONTINUITY → ADMISSIBILITY → BINDING → COMMIT → EXECUTION → OUTCOME