HSPM — Harm State Transition Module
OOF® Origin Open Foundation®
Independent Methodological Authority
Canonical Definition
The HSPM — Harm State Transition Module governs how a governed Harm movesfrom one canonical Harm State to another when materially sufficient
information establishes that the previous State no longer accurately
represents the Harm's current condition.
HSPM governs transition eligibility, transition basis, direction, timing,
qualification, regression, recurrence, multi-dimensional transition,
transition uncertainty, correction boundaries, and historical continuity
while preserving the identity of the governed Harm across legitimate State
change.
It establishes the transition:
Governed Harm State Persistence + Material State Change → Transition Basis
→ Transition Eligibility → State-to-State Transition → Transition
Qualification → Governed Harm State Transition
Its central question is:
When has a governed Harm changed sufficiently that its current Harm State
must transition to another State, and what transition has legitimately
occurred?
- Operational Role
HSCM determines:
what State the Harm is in.
HSTM determines:
whether that State continues to apply.
HSPM governs the moment when:
the existing State no longer applies and another State legitimately
begins.
Its operational role is:
to convert material Harm change into an explicit, traceable State
transition without creating a new Harm identity merely because the Harm
condition changed.
- Position Within HSS
The HSS governance flow is:
State Identification → State Classification → State Persistence → State
Transition → State Monitoring
The Core Module sequence is:
HSIM → HSCM → HSTM → HSPM → HSVM
HSPM receives:
Governed Harm State Persistence
together with materially relevant change information.It produces:
Governed Harm State Transition
for continued HSS governance.- Governed Object
The primary governed object is:
Harm State Transition
A transition connects:Prior Harm State → Current Harm State
while preserving:
Governed Harm Identity
Therefore:State Transition ≠ New Harm Object by Default
- Foundational Transition Principle
The foundational rule is:
A Harm State must change when the Harm materially changes, but the
identity of the Harm must not change merely because its State does.
Conceptually:
Harm₁ / State A → Material Change → Harm₁ / State B
The Harm remains:
Harm₁
unless separate governance establishes otherwise.
- Transition Eligibility
A State transition becomes eligible when the governed basis establishes
that:
the current State no longer adequately represents the Harm
and:
another canonical State more accurately represents the current condition.
A transition must not be created merely because:
time passed
a new report arrived
an intervention occurred
a system changed
or:
an administrator changed a label
- Transition Basis
A legitimate transition may be supported by materially relevant changes
in:
Harm manifestation
intensitypersistence
affected scope
functional consequence
subject condition
effect condition
recovery condition
or:
other governed Harm characteristics
The basis must concern the Harm itself.
- State Signal ≠ State Transition
A State Signal may indicate possible change.
But:
State Signal ≠ State Transition
For example:
new complaint
sensor alert
subject report
system event
new measurement
or:
intervention result
may trigger reassessment without independently establishing a new State.
- Transition Threshold
Not every fluctuation requires State transition.
HSPM must distinguish:
normal variation within a State
from:
material change requiring another State
Canonical principle:
Variation Within State ≠ State Transition
This prevents excessive state switching caused by insignificant
fluctuations.
- Transition Timing
HSPM should establish when the transition became applicable where
supportable.
This may differ from:
observation time
reporting time
processing time
or:
record update time
Therefore:
Transition Time ≠ Transition Recording Time by Default
- Transition Direction
Harm State transitions are not inherently one-directional.
Possible transitions include:
Emerging → Active
Active → Escalating
Escalating → Stabilized
Stabilized → Reduced
Reduced → Recovering
Recovering → Residual
Residual → Resolved
But HAGA™ must also support:
Stabilized → Escalating
Reduced → Active
Recovering → Active
Recovering → Escalating
Residual → Active
and other materially legitimate transitions.
Canonical principle:
Harm reality is not required to follow a linear recovery path.
- Escalation Transition
A transition to:
Escalating
requires materially supportable worsening of the Harm.However:
Escalation ≠ Propagation
A Harm may worsen inside its existing governed Boundary without
propagating.
Where Harm spreads, accumulates, compounds, or cascades, HCPS governs
those dynamics.
- Stabilization Transition
A transition to:
Stabilized
requires sufficient basis that material worsening or improvement hasceased over the relevant period.
It does not establish:
Recovery
Resolution
or:Finality
Therefore:Transition to Stabilized ≠ Harm Resolution
- Reduction Transition
A transition to:
Reduced
requires actual material decrease in the governed Harm condition.It cannot be established solely from:
Mitigation Action Completed
Containment Applied
System Fixed
or:Treatment Started
Canonical principle:Action Completion ≠ Harm Reduction
- Recovery Transition
A transition to:
Recovering
requires materially supportable recovery of the affected Harm condition.Therefore:
Recovery Intervention ≠ Recovering State
The Harm itself must support the transition.
Detailed Recovery governance belongs to HRRHS.
- Residual Transition
A transition to:
Residual
represents Harm remaining after material recovery, restoration, reduction,or cessation of the original harmful process.
Residual Harm remains Harm.
Therefore:
Residual ≠ Resolved
and:
Residual ≠ Historical Harm Only
- Resolution Transition
A transition to:
Resolved
must occur only where applicable Resolution conditions have beenlegitimately established through HAGA™ governance.
It must not be inferred from:
system repair
claim closure
payment
lack of complaint
temporary absence of manifestation
or:
end of monitoring
And:
Resolved ≠ Finality
- Regression
A Harm may transition into an apparently improved State and later worsen.
For example:
Active → Reduced → Active
or:
Recovering → Escalating
HSPM governs such movement as:
State Regression
where the Harm identity remains continuous.Canonical principle:
Improvement Does Not Make Regression a New Harm by Default.
- Recurrence
A harmful condition may recur after a period of reduced or absent
manifestation.
HSPM must distinguish:
State recurrence of the same Harm
from:emergence of a separate Harm
This distinction may require reference to:
Harm identity
Boundary
temporal continuityeffect continuity
subject continuity
and:
relationship to the original Harm
- Reopening After Resolution
Where materially new information indicates that a Harm previously
represented as Resolved is again materially present, governance must
determine whether this represents:
reopening of the same Harm lifecycle
or:
a new Harm object
HSPM must not automatically assume either.
Canonical principle:
Post-Resolution Harm Manifestation Requires Identity Governance Before
State Assignment.
Finality remains governed by HRFS.
- Multi-Dimensional Transition
Different Harm dimensions may transition differently.
For example:
Physical: Active → Reduced
Financial: Active → Active
Organizational: Escalating → Stabilized
HSPM must preserve material dimensional differences.
Therefore:
One Dimension Transition ≠ Whole-Harm Transition by Default
- Subject-Level Transition
Different affected subjects may move through different State transitions.
For example:
Subject A: Active → Recovering
Subject B: Active → Stabilized
Subject C: Active → Escalating
HSPM must preserve these differences where materially relevant.
- Collective and Composite Transition
A collective or composite Harm must not transition merely because a subset
of its components improved.
Therefore:
Local Transition ≠ Collective Transition
and:
Component Recovery ≠ Composite Recovery
The transition must be evaluated at the level of the governed Harm object.
- Distributed Transition
Where Harm spans multiple:
systems
agents
organizations
locations
or:
domains
a State transition may depend on distributed information.
Technical fragmentation must not create contradictory independent State
transitions for what remains one materially coherent Harm.
Canonical principle:
Execution or observation boundaries must not redefine Harm transition
boundaries.
- Mechanism Transition ≠ Harm Transition
The producing mechanism may transition from:
Active → Stopped
Unsafe → Corrected
Deployed → Removed
or:
Model A → Model B
without the Harm transitioning at all.
Therefore:
Mechanism Transition ≠ Harm State Transition
- Intervention Transition ≠ Harm Transition
Similarly:
Containment Started
Mitigation Completed
Treatment Initiated
Compensation Paid
or:Recovery Program Closed
are not Harm State transitions by themselves.The actual Harm condition must change.
- Transition vs Classification Correction
HSPM must distinguish: State Transition
The Harm condition actually changed.
from: Classification Correction
The Harm condition did not change, but the previous State classification
was incorrect.
Example:
Actual Harm:
Active → Active
Recorded classification:
Stabilized → corrected to Active
This is not:
Stabilized → Active
as a Harm transition.
Canonical distinction:
Representation Change ≠ Reality Change
- Delayed Recognition of Transition
A State transition may occur before governance recognizes it.
For example:
actual transition — Day 1
observation — Day 3
formal recognition — Day 5
HSPM should preserve the best-governed transition time separately from the
time the transition was recorded.
Therefore:
Late Transition Recognition ≠ Late Transition
- Transition Uncertainty
Where a transition is materially likely but not sufficiently established,
HSPM should preserve uncertainty.
It must not create a false transition merely because systems require a
single State value.
Possible governance representation may include:
Transition Under Review
Transition Time Uncertain
Destination State Uncertain
or:Additional Basis Required
- Transition Confidence
Where useful, HSPM may represent confidence in:
whether transition occurred
when it occurred
or:
which destination State applies
But:
Transition Confidence ≠ Harm Severity
and:
Low Confidence ≠ No Transition
- Transition History
Every material State transition should preserve:
Harm identity
prior Statedestination State
transition basis
transition time
material qualifications
uncertainty
and:
recording time
This creates a traceable:
Harm State Trajectory
- Transition Chain
Over time, a Harm may produce a chain such as:
Active → Escalating → Stabilized → Reduced → Recovering → Residual
or:
Active → Reduced → Recovering → Active → Escalating
HSPM must preserve the actual trajectory rather than rewrite it into an
idealized linear lifecycle.
Canonical principle:
The governed Harm trajectory must represent what happened, not what was
expected to happen.
- Transition and HCPS Boundary
A key architectural boundary is:
HSPM governs State-to-State movement.
HCPS governs the Harm dynamics producing material change, accumulation,
compounding, propagation, and cascading.
For example:
HCPS may determine:
Harm propagated to additional systems.
HSPM may determine:
the resulting Harm State changed from Active to Escalating.
Therefore:
Change Mechanism ≠ State Transition
- Transition and Downstream HAGA™ Processes
Containment, Mitigation, Recovery, and Resolution processes may produce
Harm changes that result in State transitions.
But the governance remains separate:
HCOS → Containment
HMS → Mitigation
HRRHS → Recovery / Residual Harm
HRFS → Resolution / Finality
HSPM → resulting Harm State Transition
This prevents process completion from being mistaken for consequence
change.
- Minimum Implementation Framework
A minimum HSPM implementation requires eight capabilities.
- Transition Eligibility
Determine when the current Harm State no longer sufficiently represents
the Harm and another canonical State becomes applicable.
- Transition Basis & Threshold
Distinguish materially sufficient Harm change from ordinary variation or
isolated State Signals.
- Temporal Transition Governance
Preserve actual transition time separately from observation, reporting,
recognition, and recording time.
- Non-Linear Transition Support
Support improvement, deterioration, regression, recurrence, and other
legitimate non-linear Harm trajectories.
- Complex Transition Representation
Support subject-level, dimensional, collective, composite, and distributed
State transitions without inappropriate aggregation.
- Identity & Boundary Preservation
Preserve Harm identity across State changes while distinguishing
recurrence of the same Harm from emergence of a new Harm object.
- Transition Integrity & History
Distinguish State Transition from Classification Correction and preserve
transition basis, uncertainty, confidence, and complete historical
trajectory.
- Governed Output
Produce a traceable Governed Harm State Transition for continued HSS
governance and relevant downstream HAGA™ processes. 36. Use Case 1 — Harm
Improves and Later Worsens
A governed Harm is:
Active
Following successful intervention, the actual Harm condition materiallydecreases:
Active → Reduced
Recovery subsequently begins:
Reduced → Recovering
Later, the affected condition materially deteriorates again:
Recovering → Active
HSPM preserves the same Harm identity and records the non-linear
trajectory.
It does not create a new Harm merely because the direction changed.
The governing principle is:
Regression changes Harm State; it does not automatically change Harm
identity.
- Use Case 2 — Intervention Completes but Harm Does Not Transition
A mitigation process is completed for a distributed AI-related Harm.
Operationally:
Mitigation Status — Complete
However, current Harm information shows no material reduction in theaffected condition.
HSPM does not create:
Active → Reduced
merely because the intervention finished.
The Harm remains:
Active
until the actual governed Harm condition supports another State.The governing principle is:
Process completion does not constitute Harm State transition unless the
Harm itself materially changes.
- Governance Requirements
HSPM requires that:
- every transition remain linked to the same governed Harm identity
unless separate governance establishes a new Harm object; - transition
eligibility depend on material Harm change; - State Signals remain
separate from State Transitions; - ordinary variation remain separate from
material transition; - transition time remain separate from recording
time; - non-linear transitions remain legitimate; - Escalation remain
distinct from Propagation; - Stabilization remain distinct from
Resolution; - Reduction require actual Harm reduction; - Recovery activity
remain separate from Recovering State; - Residual Harm remain distinct
from Resolution; - Resolution remain distinct from Finality; - regression
remain governable without automatic new Harm identity; - recurrence remain
distinguishable from new Harm emergence; - post-Resolution manifestation
receive identity governance; - dimensional, subject-level, collective,
composite, and distributed transitions remain representable; - mechanism
and intervention transitions remain separate from Harm transitions; -
State Transition remain separate from Classification Correction; - delayed
recognition preserve actual transition timing where supportable; -
uncertainty and confidence remain explicit; - complete State trajectory
remain historically traceable; - HCPS remain responsible for Harm change
and propagation dynamics rather than State-to-State representation.
- Governance Logic
HSPM applies the following logic:
Does a governed current Harm State exist?
If no:
→ State Transition cannot be formally governed.
If yes:
→ evaluate whether the current State continues to represent the Harm.
Has a material State Signal appeared?
If no:
→ preserve current State subject to Persistence and Monitoring governance.
If yes:
→ evaluate whether material Harm change occurred.
Is the observed difference ordinary variation within the current State?
If yes:
→ no transition.
Has the Harm materially changed?
If no:
→ preserve current State.
If yes:
→ determine the legitimate destination State.
Did the Harm worsen?
→ consider Escalating or another applicable State.
Did it stabilize?
→ consider Stabilized.
Did it materially decrease?
→ consider Reduced.
Is actual Recovery underway?
→ consider Recovering.
Does Harm remain following Recovery?
→ consider Residual.
Have governed Resolution conditions been established?
→ represent Resolved, subject to HRFS.
Then test:
Is this actual Harm change or merely a correction to the previous
classification?
If correction:
→ route to Classification Correction rather than create false transition
history.
Does the apparent transition concern only the producing mechanism or
intervention?
If yes:
→ do not treat it as Harm State transition.
Does the change represent propagation, accumulation, compounding, or
cascading?
→ invoke HCPS for the relevant dynamics.
Does the condition represent the same Harm or potentially a new Harm
object?
If uncertain:
→ return to appropriate identity, Boundary, or Emergence governance.
Then produce:
Governed Harm State Transition
At every stage:State Signal ≠ State Transition
Variation ≠ Transition
Mechanism Transition ≠ Harm Transition
Intervention Completion ≠ Harm Transition
Representation Change ≠ Reality Change
Regression ≠ New Harm by Default
Resolved ≠ Finality
- Governance Outputs
HSPM may produce:
Governed Harm State Transition
Transition Eligibility
Transition Basis
Transition Threshold Result
Prior Harm State
Destination Harm State
Transition Time
Transition Recording Time
Transition Qualification
Transition Uncertainty
Transition Confidence
State Regression
State Recurrence
Reopening Assessment Trigger
Dimensional State Transition
Subject-Level State Transition
Collective State Transition
Composite State Transition
Distributed State Transition
Classification Correction Referral
HCPS Referral
Harm State Trajectory
The principal output is:Governed Harm State Transition
- Critical Distinctions
State Transition ≠ New Harm Object by Default
State Signal ≠ State Transition
Variation Within State ≠ State Transition
Transition Time ≠ Transition Recording Time
Escalation ≠ Propagation
Transition to Stabilized ≠ Harm Resolution
Action Completion ≠ Harm Reduction
Recovery Intervention ≠ Recovering State
Residual ≠ Resolved
Resolved ≠ Finality
Regression ≠ New Harm by Default
Recurrence ≠ New Harm by Default
One Dimension Transition ≠ Whole-Harm Transition
Local Transition ≠ Collective Transition
Component Recovery ≠ Composite Recovery
Mechanism Transition ≠ Harm State Transition
Intervention Transition ≠ Harm State Transition
Representation Change ≠ Reality Change
Late Transition Recognition ≠ Late Transition
Transition Confidence ≠ Harm Severity
Change Mechanism ≠ State Transition
- Canonical Boundary
The HSPM — Harm State Transition Module governs the eligibility, basis,
threshold, timing, direction, qualification, regression, recurrence,
uncertainty, confidence, historical continuity, and State-to-State
representation of material changes in an already governed Harm State while
preserving Harm identity across legitimate transitions. It does not
initially identify or classify Harm State, govern State Persistence or
systematic Monitoring, determine whether Harm originally exists, redefine
the Governed Harm Boundary, govern the mechanisms through which Harm
accumulates, compounds, propagates or cascades, perform Containment or
Mitigation, govern Recovery or Residual Harm determination, establish
Resolution criteria or Finality, determine general causation, assign
accountability or liability, govern claims or compensation, or replace
operational reality, evidence, validation, integrity, identity, AI
behavior, autonomous execution, simulation, prediction, Value, tax-event,
or jurisdiction-specific governance.
- Canonical Closing Statement
Harm does not move through a lifecycle because a process says it should.
It moves when the Harm itself materially changes.
A completed intervention does not guarantee improvement, a period of
improvement does not prevent regression, and a change in State does not
automatically create a new Harm.
HSPM preserves the difference between changing reality and changing
labels.
The Harm State changes only when the governed Harm changes enough to
require it.