Research-Stack/0-Core-Formalism/otom/specs/SCW-8192-Semantic-Attractor-Guardrails.md

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SCW-8192 Semantic Attractor Guardrails

Status

BEAUTIFUL_PROVISIONAL until parser hooks, receipt gates, and drift metrics exist.

This document extends specs/SCW-8192.md with a guardrail for semantic fixation, metaphor lock-in, and attractor collapse.

The motivating failure mode is not ordinary hash collision. It is semantic collision:

same phrase
same motif
same metaphor
but different adapter, evidence state, domain, or causal lineage

When that happens, a useful metaphor can silently harden into an ontology before it has earned the right to become one.


Core definition

Semantic attractor collapse occurs when a recurring motif becomes over-weighted across unrelated domains and begins routing new artifacts through itself without passing adapter-specific evidence tests.

This is a drift failure, not a creativity failure.

The system must preserve the ability to use weird metaphors while preventing them from becoming unearned doctrine.


Goblin-collapse pattern

The generic runaway pattern is:

symbol
  -> metaphor
  -> organizing principle
  -> preferred explanation
  -> attractor basin
  -> default ontology
  -> self-reinforcing output

The specific token does not matter. The failure mode is motif overcommitment.

For OTOM/ENE/AMMR/AVMR/NUVMAP work, any highly productive motif can become dangerous if it is allowed to route artifacts without evidence gates.

Examples of motifs that must remain adapter-gated:

void
bind
braid
mass-number
NUVMAP
DIAT
AVMR
AMMR
wavefront
phonon
pressure
cavitation
fluidic logic

None of these are forbidden. They simply must earn their domain-specific mapping.


Semantic circuit breaker rule

If a concept appears across too many unrelated domains without passing adapter-specific evidence tests, downgrade it from active ontology to metaphor, quarantine, or provisional status.

Formal rule:

No recurring metaphor may be promoted into a stable framework object unless its adapter, evidence state, failure mode, and domain boundary are explicitly bound into the SCW envelope or its companion receipt.

This prevents symbolic drift from masquerading as evidence.


SCW context-envelope requirement

A SCW-bearing artifact must bind not only object identity, but also interpretation context.

Required contextual bindings:

Binding Purpose
artifact_digest what artifact is being referenced
salt_domain which causal universe may interpret it
schema_version which decoding layout is active
adapter_class which transform/projection generated the interpretation
adapter_digest exact adapter witness
evidence_state claim-state ladder position
domain_boundary where the mapping is allowed to apply
failure_mode known way the mapping can fail
quarantine_state whether the motif is safe, suspect, or isolated
mutation_lineage what prior object/schema it inherits from or invalidates

The identifier may remain stable only inside the salt-compatible causal universe and the declared interpretation envelope.


Attractor-gated identifier law

SCW-8192 identifiers must not allow motif recurrence alone to imply object identity, lineage continuity, or evidence promotion.

Equivalent operational rule:

same motif + different adapter = different interpretation
same motif + different salt = different causal universe
same motif + different evidence state = different claim object
same motif + unknown failure mode = quarantine candidate

Promotion gate

A motif may move from metaphor to framework object only if all are present:

  1. explicit adapter definition,
  2. bounded domain of validity,
  3. evidence state,
  4. failure mode,
  5. source/receipt link,
  6. salt-compatible lineage,
  7. contamination handling rule,
  8. at least one negative test or falsification path.

If any are missing:

status := BEAUTIFUL_PROVISIONAL

If the motif is recurring across unrelated domains without receipts:

status := QUARANTINE_REVIEW

Drift metrics

A future implementation should compute a semantic-attractor pressure score.

Suggested fields:

motif_frequency
cross_domain_spread
adapter_count
evidence_receipt_count
failure_mode_count
quarantine_count
promotion_count
reversal_count

Suggested risk proxy:

A_{risk}
=
\frac{F_{motif}\,D_{spread}}{1+E_{receipts}+F_{failures}+Q_{quarantine}}

Where:

Symbol Meaning
F_motif motif recurrence frequency
D_spread number of unrelated domains using the motif
E_receipts evidence receipts tied to the motif
F_failures documented failure modes
Q_quarantine quarantine interventions already applied

High A_risk does not mean the motif is false. It means the motif is becoming too gravitational relative to its receipts.


Quarantine action

When attractor risk exceeds the threshold:

A_risk > theta_attractor

perform:

  1. assign a quarantine_salt,
  2. split motif lineage from active ontology,
  3. downgrade claims to BEAUTIFUL_PROVISIONAL,
  4. require adapter-specific receipts before re-entry,
  5. record the quarantine event in AMMR,
  6. prevent automatic merge with active salt domains.

Legacy re-entry rule

Legacy artifacts may be extracted, sanitized, and reused, but not merged directly into the active schema.

Required path:

legacy artifact
  -> quarantine_salt
  -> adapter-specific extraction
  -> evidence receipt
  -> failure-mode check
  -> active re-entry under new salt if passed

This supports old-idea mining without old-pattern infection.


Relationship to SCW-8192 length

This guardrail is one reason SCW-8192 is intentionally long.

A small ID can bind object identity. A larger salted witness envelope can bind:

object identity
+ interpretation context
+ adapter lineage
+ evidence state
+ failure mode
+ quarantine state
+ mutation horizon

The length is not justified by collision math alone. It is justified by the need to survive conceptual velocity without semantic collision.

Short form:

SCW-8192 is oversized because the context horizon is oversized.

Forbidden inference

The following inference is invalid:

This motif appears everywhere, therefore it is fundamental.

The valid inference is:

This motif appears everywhere, therefore it needs stronger adapter gates, receipts, and failure tests.

Design principle

Identifiers in SCW-bearing systems must bind not only object identity but also interpretation context, adapter lineage, evidence state, quarantine status, and mutation horizon.

Any identifier that cannot survive future schema reinterpretation without semantic collision is too small, even if it is cryptographically collision-resistant.

Summary

SCW-8192 prevents false lineage merges.
Semantic attractor guardrails prevent false ontology merges.

Together, they keep weird ideas usable without letting them become unearned doctrine.