Acronyms & Frameworks
Living Document
Acronyms & Frameworks — Working Index
This page defines acronyms and named frameworks referenced throughout the project. All entries are working definitions intended to support shared understanding across disciplines.
AoK — Avalanche of Kindness
A metaphor and systems model describing how small, well-placed acts of care, attention, and ethical intention can cascade into large-scale coherence within complex systems.
AoK emphasizes:
nonlinearity
relational amplification
timing and context
distributed agency
AoK is not a moral command; it is a dynamic systems insight.
KAMM — Kindness Attractor Meta Model
A meta-model describing kindness as an attractor field rather than a rule, trait, or outcome.
KAMM frames kindness as:
an energetic and informational flow
emergent across agents and contexts
tolerant of variation and movement
aligned with neg-entropy and regulation
KAMM is used as a conceptual scaffold, not a prescriptive system.
TAI-KPI — Trauma-Aware Intelligence – Kindness Performance Indicators
A framework for evaluating intelligent systems (human, organizational, or AI-mediated) through their capacity to:
reduce harm
support regulation
sustain trust
enable learning under stress
TAI-KPI shifts evaluation away from efficiency and dominance toward care, resilience, and adaptability.
EMS — Expectation–Mismatch Stress
A condition that arises when lived experience diverges sharply from expectations, often triggering dysregulation, rigidity, or defensive behavior.
EMS is used to explain:
escalation under VUCA conditions
trauma-linked reactivity
breakdowns in trust and sense-making
Reducing EMS is a core goal of kindness-aligned systems.
MPCM — Materials · Process · Context · Meaning
A studio-based framework used to structure inquiry and critique.
Materials: what is being worked with (e.g., language, images, data, attention)
Process: how iteration and decisions unfold
Context: cultural, political, technical, and relational conditions
Meaning: what emerges through interaction, not control
MPCM grounds abstract ideas in studio practice.
Synectics
A creative problem-solving methodology that uses metaphor, analogy, and emotional distance to generate insight.
In this project, synectics is used to:
bridge disciplines
bypass defensive cognition
surface latent patterns
Examples include snow, gyroscopes, attractors, studios, and weather metaphors.
VUCA — Volatile, Uncertain, Complex, Ambiguous
A descriptor for environments where prediction and control are limited.
VUCA conditions require:
regulation before optimization
orientation before action
kindness before coordination
VUCA is treated as a design constraint, not an exception.
HMM — Hidden Markov Model (metaphorical use)
Originally a statistical model for inferring hidden states from observable data.
In this project, HMMs are used metaphorically to describe:
latent emotional states
hidden belief structures
pattern recognition in social systems
No formal mathematical implementation is assumed unless explicitly stated.
6DoF — Six Degrees of Freedom
A spatial and experiential metaphor describing movement and orientation across:
position (x, y, z)
rotation (pitch, yaw, roll)
Used here to describe cognitive, emotional, and ethical orientation, not physical simulation alone.
Coherence (Systems Context)
The degree to which elements of a system align without collapsing diversity.
High coherence:
supports learning
reduces escalation
enables trust
Coherence is dynamic, not static.
Counter-Field
An opposing attractor dynamic that amplifies:
fear
domination
extraction
zero-sum thinking
Counter-fields are identified through their patterns, not their stated intentions.
Studio (Expanded Definition)
A protected container for iterative, ethical exploration where:
uncertainty is allowed
failure is informative
authorship emerges over time
The studio is treated as a training ground for relational intelligence.
Information Flow Paradigm
A shift from static control-flow thinking toward dynamic, relational, and data-flow-oriented models of intelligence and organization.
This paradigm emphasizes:
feedback
adaptation
timing
care in transmission
Adjacent Lineages (Non-Exhaustive)
These traditions inform the work but are not formalized as doctrines:
contemplative arts
somatic practices
systems theory
studio pedagogy
complexity science
indigenous relational epistemologies
© 2026 Humanity++, Vital Intelligence Model This work is licensed under Creative Commons Attribution‑ShareAlike 4.0 International (CC BY‑SA 4.0).
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