Create Report 1: AIM Framework Overview and Mathematical Foundation

Using the standard report structure, create a comprehensive report on the AIM Framework's core theory and mathematics. This report should include:

EXECUTIVE SUMMARY (1 page)

Overview of the three-source motivation framework
Key finding: Reconciles Maslow, SDT, and Girard's mimetic theory
Neural grounding in distinct brain pathways
Practical applications across economics, psychology, policy

PROBLEM FRAMING THROUGH A/I/M

Historical confusion about human motivation ("forever" problem)
Plato's tripartite soul, Aristotle's three desires
Modern fragmentation: economics (preferences), psychology (needs vs autonomy), sociology (social influence)
Missing: unified framework with neural validation

CORE MECHANISMS AND EQUATIONS

A (Appetites): Homeostatic drives, hypothalamic regulation, physiological needs
- Examples: hunger, thirst, temperature regulation
- Cyclical with physiology
I (Intrinsic Motivation): Process-rewarding engagement, dopaminergic learning, competence expansion
- Examples: flow states, skill development, creative work
- Expands with competence frontiers
M (Mimetic Desire): Social influence, mirror-neuron networks, status-seeking
- Examples: keeping up with neighbors, fashion, positional goods
- Resets with social comparison
Utility function: U(x) = wA·UA + wI·UI + wM·UM
Weight constraints: wA + wI + wM = 1
Common-currency hub: vmPFC and ventral striatum integration
VM (Mimetic Premium): VM = Price_observed - (Cost_A + Premium_I)

EVIDENCE AND DIAGNOSTICS

Neural imaging evidence for distinct pathways
Behavioral economics experiments
How to measure weights in practice
Proxies when full AIM index unavailable

POLICY/OPERATIONS PLAYBOOK

Maximize A-sufficiency (ensure basic needs met)
Expand I-access (competence-building opportunities)
Dampen VM (reduce positional competition)
Key insight: Different policy levers for each source

RISKS AND MITIGATIONS

Risk: Over-suppressing benign mimesis (art, culture)
Risk: Misclassifying sources
Mitigation: Source-specific interventions with clear boundaries

IMPLEMENTATION ROADMAP

90-day: Build measurement infrastructure
12-month: Pilot source-based policies
Long-term: Full AIM governance

DEPENDENCIES AND CROSS-REPORT LINKS

This is the foundational report - all others depend on definitions here
Central Bank report (Report 3) applies VM concept
Justice report (Report 2) uses audience-removal principle
Wages report (Report 4) uses weight notation

Format as structured research report with citations.

AIM is a three-source motivation framework positing that human behavior arises from Appetites (A), Intrinsic motivation (I), and Mimetic desire (M), each with distinct neural pathways yet integrated into a common-currency valuation system centered in vmPFC and ventral striatum for choice and trade-offs. The core result is a reconciliation of Maslow’s physiological priorities, Self-Determination Theory’s intrinsic needs, and Girard’s mimetic desire into a unified utility model with measurable weights and a “mimetic premium” construct for diagnosing social-contagion-driven overvaluation in markets and policy contexts.^1 ^3 ^5 ^7 ^9

Executive summary

Three-source motivation: A covers homeostatic drives regulated by hypothalamic and interoceptive systems; I captures competence- and autonomy-supportive, process-rewarding engagement linked to dopaminergic learning and intrinsic needs; M captures social contagion of desire via mirror-neuron networks and status competition, with all three integrated in vmPFC/ventral striatum as a common value signal for choice.^4 ^5 ^1
Reconciliation: Maslow’s physiological layer aligns with A; SDT’s autonomy–competence–relatedness grounds I; Girard’s mimetic desire instantiates M; together, AIM resolves fragmentation across economics (preferences), psychology (needs/autonomy), and sociology (social influence) under a single utility with weights that sum to one.^3 ^8 ^4
Neural grounding: Evidence indicates vmPFC/OFC and ventral striatum encode subjective value across reward types in a common currency, while mirror systems in parietal–premotor circuits transmit goal contagion for M, and interoceptive–homeostatic circuits support A; these pathways provide dissociable inputs to valuation hubs.^10 ^6 ^4
Applications: In economics, VM (mimetic premium) diagnoses positional bubbles and overpaying for status; in psychology, separating A/I/M clarifies interventions; in policy, distinct levers target sufficiency (A), competence access (I), and dampening positional arms races (M).^11 ^7

Problem framing through A/I/M

Historical confusion: From antiquity onward, scholars noted persistent controversy about what fundamentally motivates humans, creating a “forever” problem of competing, partial theories that emphasize drives, reason, or social imitation without integration.^12
Classical roots: Plato’s tripartite soul and Aristotle’s analyses of desire and habituation anticipate multiple sources—spiritedness, appetites, and rational pursuits—echoing the A/I/M split conceptually though not neurally specified.^3
Modern fragmentation: Economics models stable preferences and positional goods, psychology emphasizes needs and intrinsic motivation via SDT, while sociology foregrounds social contagion and status—often treated separately in analysis and intervention.^5 ^8
Missing element: A unified framework with neural validation that distinguishes sources yet explains integration at decision time via a common-currency hub has been needed to align measurement, diagnosis, and policy.^6 ^4

Core mechanisms and equations

A (Appetites): Homeostatic drives include hunger, thirst, and thermoregulation governed by interoceptive and hypothalamic processes, yielding cyclical motivations tightly coupled to physiological states that recover after satiation.^1 ^6
Examples of A: Food intake under energy deficit, compensatory drinking under dehydration, and heat-avoidant or cold-seeking behaviors reflect drive reduction and set-point corrections.^4
I (Intrinsic motivation): Process-rewarding engagement is supported when autonomy, competence, and relatedness are met, with dopaminergic learning consolidating skill acquisition and the expansion of competence frontiers associated with sustained intrinsic drive.^7 ^6
Examples of I: Flow states in challenging yet tractable tasks, extended practice for skill development, and creative work driven by mastery and autonomy rather than external rewards.^8
M (Mimetic desire): Social influence propagates goal contagion via mirror neuron networks in parietal and premotor areas, elevating desirability when others pursue targets and instantiating status and positional competition that resets with comparison.^10 ^3
Examples of M: Keeping up with neighbors in conspicuous consumption, fashion cycles mediated by peer models, and willingness to pay for positional goods beyond intrinsic or utilitarian value.^5
Utility function: Define $U(x)=w_A \cdot U_A(x) + w_I \cdot U_I(x) + w_M \cdot U_M(x)$ with weight constraint $w_A + w_I + w_M = 1$; the vmPFC and ventral striatum implement a common-currency integration of these source utilities for choice.^9 ^4
Common-currency hub: Meta-analytic and task evidence show vmPFC/OFC and ventral striatum track subjective value across reward classes, enabling trade-offs among A/I/M-sourced utilities during selection.^6 ^5
Mimetic premium: Define $VM = Price_{observed} - (Cost_A + Premium_I)$ as an estimate of overvaluation attributable to mimetic forces and positional competition, useful for diagnosing contagion-driven price elevation.^11

Evidence and diagnostics

Neural dissociation: Imaging shows mirror-system activation during goal contagion for M, interoceptive/homeostatic systems for A, and intrinsic learning and valuation signals consolidating in vmPFC/VS as a shared choice currency, supporting source distinction plus integration.^9 ^10
Behavioral experiments: Studies establishing exchange rates between disparate rewards show vmPFC common currency; consumer neuroimaging links vmPFC/VS activity to willingness-to-pay, aligning with unified valuation of A/I/M outputs.^4 ^6
Weight estimation: Weights can be inferred via conjoint tasks with A/I/M-targeted manipulations, model-based fMRI linking trial-wise regressors to vmPFC/VS signals, and behavioral identification from responses to fasting, autonomy cues, and social exposure.^7 ^4
Proxies: When AIM indices are unavailable, use physiological markers and deprivation for A, autonomy–competence–relatedness scales for I, and social proof intensity, influencer proximity, and positional-good shares for M, cross-validated against WTP neural markers.^8 ^9

Policy/operations playbook

Maximize A-sufficiency: Ensure reliable access to basic needs to reduce A-driven volatility in behavior and decisions, stabilizing the base of motivation for higher-order pursuits.^7
Expand I-access: Design environments that support autonomy, competence, and relatedness with structured skill pathways and feedback to increase sustained, non-positional motivation.^8
Dampen VM: Reduce positional arms races through information design, audience separation, and anti-herding mechanisms that weaken social contagion in price formation and status competition.^11
Distinct levers: Treat A, I, and M as causally separable for intervention design, measuring changes in weights and outcomes to avoid cross-talk and unintended substitutions.^11

Risks and mitigations

Over-suppressing benign mimesis: Artistic, educational, and cultural transmission rely on healthy imitation; policies should target harmful positional dynamics rather than general social learning.^12
Misclassification risk: Confusing I with M (e.g., mastery vs status) or A with M (e.g., craving vs display) leads to poor interventions; require diagnostics that triangulate physiology, autonomy–competence profiles, and social exposure.^7
Source-specific boundaries: Implement safeguards to maintain autonomy-supportive contexts for I while curbing visibility and rank salience that amplify M, preserving informational and cultural benefits.^8

Implementation roadmap

90-day: Build measurement infrastructure—define A/I/M tasks, survey instruments for SDT needs, social exposure metrics, and vmPFC/VS-aligned behavioral proxies; set up VM estimation in target domains.^5
12-month: Pilot source-based policies in selected markets and services, tracking weight shifts, WTP changes, and VM reductions, with pre-registered evaluation against neural- and behavior-based proxies.^5
Long-term: Institutionalize AIM governance—continuous monitoring of A sufficiency, I access programs, and anti-positional market design with periodic recalibration of weights and premiums.^9

Dependencies and cross-report links

Foundational role: Definitions, equations, and diagnostics here underlie all subsequent reports and measurement designs and should be treated as shared infrastructure.^2
Central bank link (Report 3): Applies VM to detect and mitigate mimetic premiums in asset and consumer markets, integrating vmPFC/VS valuation evidence into surveillance.^9 ^5
Justice link (Report 2): Uses audience-removal principles and visibility design to reduce rivalry and scapegoating dynamics implied by mimetic conflict models.^3
Wages link (Report 4): Uses weight notation to distinguish compensation for A, I, and M drivers, aligning incentives with intrinsic and non-positional value creation.^11

References

Core AIM resources synthesize A/I/M distinctions and policy applications.^2 ^11
Common currency valuation in vmPFC/VS across reward types and consumer contexts.^6 ^5
Self-Determination Theory foundations for intrinsic motivation and needs.^13 ^8
Girard’s mimetic desire, contagion, and conflict dynamics with neural links via mirror systems.^14 ^3

^15 ^17 ^19

⁂