Research artifactnot admittedmatrix

AMNESIAC NATURAL VARIATION MASTER MATRIX

Status: DESIGN / RESEARCH

source: AMNESIAC_NATURAL_VARIATION_MASTER_MATRIX_v0_1.md

sha256: 059be0f9442080ab57ab1622fcc8f355a683c7a0622eb7d021d15b29173a7fe3

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Status: DESIGN / RESEARCH
Date: 2026-08-09

Specimen	Human behavior	Main temporal shape	Key primitive	Failure of static profile
NV-01 One Song, Ten Hearings	a song grows on you, then gets overplayed, then returns nostalgically	cycle + exposure	encounter trajectory + saturation + revisitability	one skip / one like becomes identity
NV-02 One Movie, Four Ages	rewatching changes interpretation and emotional response	reinterpretation + life stage	dimensional response + temporal interpretation	latest rating erases what earlier viewing meant
NV-03 One Flavor, Growing Up	acquired taste develops across age, subtype and context	drift + development	preference staleness + object subtype + reopening	childhood dislike becomes permanent profile

DOCTRINE

CURRENT ≠ TRUE SELF
LATEST  ≠ AUTOMATIC AUTHORITY
CHANGE  ≠ ERROR

COMMON MODEL

PERSON STATE AT T
        ×
OBJECT STATE AT T
        ×
CONTEXT AT T
        ×
EXPOSURE HISTORY
        ↓
RELATION OBSERVATION AT T
        ↓
RELATION TRAJECTORY

CANDIDATE CHANGE FAMILIES

REVISION
DRIFT
CONTEXT
CYCLE

Candidate vocabulary only.

PERSONALIZATION UPGRADE

Static:

likes(X)
dislikes(Y)

Trajectory-aware:

slow burn
novelty spike
overplay-sensitive
context-specific
nostalgia return
outgrown
grew into
revisitability

These remain evidence-derived concepts.

MASTER INVARIANT

The agent should learn not only what a person prefers, but how that person's relations change.