Working Paper · v19 · July 2026 · DOI 10.5281/zenodo.21268135
Transmutarianism
A Systemic Framework for Moral Accounting Based on Relational Need Flows.
Abstract
Transmutarianism evaluates moral work from transmutation: the relationship between what an agent absorbs (receives) and what it emits (provides to others) across hierarchically-weighted human need dimensions. Unlike consequentialist frameworks that treat agents symmetrically, Transmutarianism accounts for differential starting conditions. The framework's foundation is a declared taxonomy of human need dimensions; Maslow's hierarchy is its default implementation, and comparative human-needs frameworks (Max-Neef, Doyal and Gough) substitute without changing the functional.
The framework operates as moral accounting with declared normative parameters: it measures flows of relational value using economic mechanisms, declares the weights and standards that make each placement normative, and leaves questions of moral worth to cultures, religions, and individual communities. The Conduit, the agent at the origin who passes through exactly what they receive, establishes the morally neutral baseline from which all transmutation is measured. Because deterministic passthrough is the default, the framework emphasizes systemic intervention over individual moral exhortation: designing environments where neutral processing produces net positive flows.
v19 states the accounting as normative scoring with declared parameters and frames the ledger terms (Moral Debt, extraction) accordingly, demotes Maslow's hierarchy to the default filling of a declared need-taxonomy slot, restructures the empirical sections for falsifiability with an adverse-evidence assessment and a claims-by-type table, adds a causal-attribution model to the field scoring protocol, and works a source-linked institutional case in full. It retains the v18 field operationalization (the evaluation denominator and window, the aggregate position, the power-handicap composition with its band protocol, the booking rules for counterfactuals and diverted resources, the agent taxonomy for statutes and programs, the Field Scoring Protocol, and cognitive sovereignty), the unit-scale isometric moral-work functional and the power-asymmetry coefficient from v16, the Chosen Sacrifice Principle grounded in the United Nations Universal Declaration of Human Rights, the chain-of-responsibility hypothesis, and the framework's agnosticism toward intent. The framework applies to all autonomous systems, including artificial intelligence agents.
Key Constructs
| Term | Symbol | Definition |
|---|---|---|
| Fulfillment | D+ | The state of having a need met at a given Maslow level. |
| Deprivation | D− | The state of having a need unmet at a given Maslow level. |
| Filtering | F = D−(in) − D−(out) | Reduction of deprivation through an agent. Positive values indicate the agent absorbed more deprivation than they emitted. |
| Amplification | A = D+(out) − D+(in) | Generation of fulfillment through an agent. Positive values indicate the agent emitted more fulfillment than they absorbed. |
| Moral Work | M = [τ(F−F₀)+(A−A₀)] / √(τ²+1) | Net transmutation at need level n, a unit-scale isometric projection in which τ rotates the iso-moral lines without rescaling. |
| Power-Asymmetry | ρ ≥ 1 | Raises the standard for a powerful agent by shifting its neutral origin (F₀, A₀) up the moral axis. ρ = 1 is parity. |
| Steepness Anchor | u | Per-period rate converting power surplus into required moral work. Default 1; the handicap ΔM = (ρ−1)u accrues with the evaluation window. |
| Evaluation Denominator | The declared population whose flows enter the four flow variables. Default: the full population the agent's flows act on. | |
| Evaluation Window | T | The declared period over which flows are totaled. Evaluations compare at a common window or as per-period rates. |
| Moral Capital | C+ | Accumulated positive moral standing from sustained transmutation work. |
| Moral Debt | C− | Accumulated obligation from extraction (net absorption exceeding emission). |
On the Coefficients
The asymmetry coefficient τ weights filtering relative to amplification. Default τ = 1 treats them equally; cultures with recent collective trauma may set τ > 1 to emphasize deprivation reduction; cultures emphasizing positive flourishing may set τ < 1. Under the unit-scale projection τ rotates the iso-moral lines without rescaling, so total moral work stays comparable across calibrations.
The power coefficient ρ ≥ 1 raises the bar for a powerful agent: its neutral origin shifts up the moral axis, so the same flows score lower. ρ = 1 is parity. The full functional, the rotation, and the power bar are derived on the framework page.
Total Moral Work also applies hierarchical Maslow weights wn = {5, 4, 3, 2, 1}, so transmutation at lower need levels (physiological, safety) carries more weight than transmutation at higher levels (esteem, actualization). The two parameters are independent: τ calibrates the filtering and amplification balance within a level; the Maslow weights compose levels into a total.
The Four Agent Archetypes
+F, +A
Transmuter
Filters deprivation AND amplifies fulfillment. The cycle-breaker. The abused person who becomes a caretaker, absorbing hardship without passing it on, emitting more belonging than they were given.
+F, −A
Absorber
Filters deprivation; emits less fulfillment than received. The stoic. Common in caregivers running on empty.
−F, +A
Magnifier
Amplifies both deprivation and fulfillment. The charismatic leader. Whether the net is positive or negative depends on magnitudes and τ. The one archetype where the moral verdict is indeterminate without measurement.
−F, −A
Extractor
Amplifies deprivation while absorbing fulfillment without proportional emission. The privileged abuser. Takes more than is given, emits more harm than was received.
F = 0, A = 0
The Conduit (Baseline)
Morally neutral. Passes through exactly what is received. Most agents, most of the time, function as Conduits. This is the framework's deterministic baseline, the default from which all transmutation is measured.
The central moral question shifts from "What should I do?" to "What am I doing to the flows that pass through me?"Transmutarianism v19, §2
Implications: AI as Conduit
An AI trained on data containing deprivation patterns will emit those patterns through deterministic processing. Blaming the system for emitting what it absorbed is a category error.
This reframes AI governance. The right question becomes: how do we design AI systems that transmute rather than merely conduct? Unlike humans, AI processing architectures can be directly modified. Training data can be curated. Reward functions can be aligned with transmutation objectives, converting absorbed resources into net positive fulfillment emission.
The framework's empirical companion paper, Whose Values Train AI?, presents evidence that the populations most affected by AI-mediated decisions are absent from the alignment process. That structural exclusion makes transmutation-aligned AI unlikely without intervention.