AIM Framework glossary

Common-Currency Integration

Canonical definition

The Decision Hub's integration of the three motivational sources (A, I, M) into a single scalar subjective-value signal through the AIM Integration Equation U(x) = wA · UA(x) + wI · UI(x) + wM · UM(x), with the integration step destroying source-tag information by the Data Processing Inequality and producing the architectural fact from which Source Opacity (Axiom 3), Confabulation (Axiom 4), Object Parasitism, and the Camouflage Architecture all derive.

Explanation

Common-Currency Integration is the load-bearing architectural fact of the AIM Framework. The brain must produce a single "do this next" decision, and to do so it integrates A, I, and M valuations into a single Scalar at the vmPFC and ventral striatum (the Decision Hub). The integration is information-destroying: three source-specific valuations, Appetitive, Intrinsic and Mimetic, become one integrated value, and the source-tags cannot be recovered from the output by any downstream process, including conscious introspection. This architectural irreversibility is the formal reason that source-tag recovery is not possible by introspection, and it is the reason that the Knowledge Patch operates by inferential elimination (Two-Question Diagnostic) rather than by direct source-recovery. The integration is Axiom 2; Source Opacity is the information-theoretic consequence that follows directly from it by the Data Processing Inequality. Architectural consequence specification. Common-Currency Integration is the formal mechanism through which Source Opacity is generated. The integration step is the site of information loss; all downstream AIM dynamics (Confabulation, Object Parasitism, Camouflage Architecture, Bayesian Lock-In, Scapegoat Mechanism) are entailed by the information loss at this step. Intervention at the Decision Hub level is architecturally impossible; intervention must operate on the Hypothesis Space (Knowledge Patch) or on the input channels (AIM weight adjustment) rather than on the integration step itself. Scalar-affect distinction. The Common-Currency Scalar is the felt urge to act, the action-selection decision variable. The felt state produced alongside it is Phenomenal Affect (see that entry), a distinct construct emitted by the same integration event. The Source Opacity Theorem applies to both: source tags are destroyed at the integration that produces each, so neither the Scalar nor the Phenomenal Affect carries recoverable information about its A, I, or M composition. The two differ in duration: the Scalar resolves rapidly at action-selection, whereas Phenomenal Affect persists beyond the ignition event, which is why richer inferential understanding is available for affect than for motivation.

Epistemic status

Canonical Axiom (Axiom 2); Framework-Specific Foundational Construct; Established Neuroscience (vmPFC and ventral striatum integration confirmed by Levy and Glimcher 2012, Bartra et al. 2013, Chib et al. 2009).

Derivation

Chapter 4, Section 4.3.2; Chapter 4, Section 4.4.1; Chapter 9, Section 9.1.3; Chapter 9, Section 9.1.5; Chapter 9, Section 9.2.1; Appendix A, Section A.2; Chapter 14, Appendix 14A.8.

Also in the entry

Source: Axiom 2 (Common-Currency Integration); Chapter 4 (component-function localisation); Chapter 9 (Neural Integration and Source Opacity, canonical treatment).

Related terms