Applications of the Framework
Use Cases.
Four applied case studies that take the framework off the page. Each one identifies an accounting gap, proposes a measurement design, and names the policy or product the measurement enables.
Smart cities as transmutation accounting layers
Capital is shifting from office floor space to data centers. As the job anchor weakens, cities have to compete on fulfillment infrastructure instead: housing, food, third places, and the absorption of precarity. The proposal: layer transmutation accounting on top of existing smart-city telemetry so every block, building, and service hub becomes a node carrying (τ, F, A, D) measurements, and policy interventions are evaluated by change in M-net at neighborhood scale.
Discourse as a measurable flow
Public discourse is currently evaluated by engagement metrics: clicks, watch-time, reactions. Those metrics optimize for the Comfort regime on the safe side and the Battlefield regime on the loud side, and never for sustained amplification of durable ideas at low degradation. The proposal: an Amplification by Degradation quadrant. The discourse extension is the work of the CCII Research Collective (paper in progress).
Flows of fulfillment and deprivation through communities
The DTES 130-node relational network as a template for any community. 78 pseudonymized individuals, 37 organizations, 8 systemic nodes, plus 7 unnamed roles. The extraction gradient mapped from housing, healthcare, and drug supply systems inward to the neighborhood. Mutual aid Transmuters concentrate inside the boundary, not at the institutional edge. The proposal: a replication protocol that any community can run.
Auditing anchor tenants on the transmutation quadrant
A methodology any community can run on a hyperscale tenant, real-estate developer, utility, or any institution whose footprint dominates a neighbourhood. Per-Maslow F and A scoring with stated assumptions, the six-input audit protocol, and the three policy levers it informs (input modification, incentive alignment, flow routing). Worked example: the Foundation's Telus Sovereign AI Factory Vancouver evaluation.