Complete Phase I foundations (SOUL-WP-0002)
Integrate research/foundations notes 001–005 into Terminology, Claims, bibliography, concept notes, thought experiments, and open questions. Write phase-i-foundations-synthesis.md, finish SOUL-WP-0002, and mark SOUL-WP-0003 ready for interaction research.
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# References — Research Note 006
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## Cluster C: Social Mind and Co-Adaptive Model Building
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This bibliography supports **Research Note 006 — Social Mind and Co-Adaptive Model Building**.
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It covers the main research traditions used to develop the Soul Frame concepts of:
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- Other-Model
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- Reflected-Self Model
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- Relationship Model
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- Shared Situation Model
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- Common-Ground Model
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- Generalized Social Model
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- recursive social modeling
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- participatory sense-making
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- mutual recognition
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- and Co-Adaptive Model Building
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The numbering continues the Soul Frame research bibliography.
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---
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## SF-R057 — Premack, David, and Guy Woodruff. 1978.
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**“Does the Chimpanzee Have a Theory of Mind?”**
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*Behavioral and Brain Sciences* 1(4): 515–526.
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**DOI:** `10.1017/S0140525X00076512`
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### Soul Frame relevance
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- theory of mind
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- attribution of mental states
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- beliefs
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- intentions
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- goals
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- knowledge
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- other-modeling
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- perspective separation
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This paper is a foundational source for the modern theory-of-mind research tradition.
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### Soul Frame connection
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It provides a clear precedent for the **Other-Model**:
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> a model through which one Being attributes action-relevant internal states to another Being in order to understand or predict behavior.
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Soul Frame generalizes this beyond beliefs and intentions to include:
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- character,
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- capabilities,
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- preferences,
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- uncertainty,
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- relationship state,
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- and context.
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---
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## SF-R058 — Mead, George Herbert. 1934.
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**Mind, Self, and Society from the Standpoint of a Social Behaviorist.**
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Edited by Charles W. Morris. Chicago: University of Chicago Press.
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### Soul Frame relevance
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- social formation of Mind
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- taking the attitude of the other
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- reflexivity
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- self-model
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- social self
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- generalized other
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- community expectations
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### Soul Frame connection
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Mead provides one of the strongest historical precedents for the proposition that a Self-Model is partly shaped by models of how others respond to and understand the self.
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This supports the Soul Frame concept of the:
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> **Reflected-Self Model**
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and motivates the **Generalized Social Model** for expectations associated with groups, institutions, communities, and roles.
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---
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## SF-R059 — Clark, Herbert H., and Deanna Wilkes-Gibbs. 1986.
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**“Referring as a Collaborative Process.”**
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*Cognition* 22(1): 1–39.
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**DOI:** `10.1016/0010-0277(86)90010-7`
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### Soul Frame relevance
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- collaborative communication
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- grounding
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- shared reference
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- common ground
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- interaction history
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- conventions
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### Soul Frame connection
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The paper demonstrates that successful reference in dialogue is collaboratively established rather than fully specified by one participant and passively decoded by another.
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This provides an important precedent for:
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> **Common Ground as a co-constructed interactional achievement.**
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---
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## SF-R060 — Clark, Herbert H., and Susan E. Brennan. 1991.
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**“Grounding in Communication.”**
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In Lauren B. Resnick, John M. Levine, and Stephanie D. Teasley, eds., *Perspectives on Socially Shared Cognition*, pp. 127–149. Washington, DC: American Psychological Association.
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**DOI:** `10.1037/10096-006`
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### Soul Frame relevance
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- grounding
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- common ground
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- evidence of understanding
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- collaborative communication
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- repair
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- coordination costs
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### Soul Frame connection
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Clark and Brennan provide the central precedent for Soul Frame's **Common-Ground Model** and for treating grounding as an active loop:
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```text
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proposal
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↓
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interpretation
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↓
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evidence of understanding
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↓
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confirmation / correction
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↓
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common-ground update
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```
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---
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## SF-R061 — Pickering, Martin J., and Simon Garrod. 2004.
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**“Toward a Mechanistic Psychology of Dialogue.”**
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*Behavioral and Brain Sciences* 27(2): 169–190.
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**DOI:** `10.1017/S0140525X04000056`
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### Soul Frame relevance
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- interactive alignment
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- dialogue
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- linguistic coordination
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- reciprocal adaptation
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- shared representations
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### Soul Frame connection
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Interactive alignment provides a strong mechanism-level precedent for part of **Co-Adaptive Model Building**.
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Soul Frame is intentionally broader:
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\[
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CoAdaptation \not\Rightarrow Alignment
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\]
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because Beings may co-adapt through:
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- disagreement,
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- competition,
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- conflict,
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- deception,
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- negotiation,
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- or role differentiation.
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---
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## SF-R062 — Tomasello, Michael, Malinda Carpenter, Josep Call, Tanya Behne, and Henrike Moll. 2005.
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**“Understanding and Sharing Intentions: The Origins of Cultural Cognition.”**
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*Behavioral and Brain Sciences* 28(5): 675–691.
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**DOI:** `10.1017/S0140525X05000129`
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### Soul Frame relevance
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- shared intentionality
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- joint attention
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- collaborative activity
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- cultural cognition
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- common ground
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- joint goals
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### Soul Frame connection
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This source helps distinguish:
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- coordination,
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- common ground,
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- joint action,
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- and shared intention.
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Soul Frame treats shared intentionality as one important configuration of Social Mind rather than the foundation of all social cognition.
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---
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## SF-R063 — Sebanz, Natalie, Harold Bekkering, and Günther Knoblich. 2006.
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**“Joint Action: Bodies and Minds Moving Together.”**
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*Trends in Cognitive Sciences* 10(2): 70–76.
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**DOI:** `10.1016/j.tics.2005.12.009`
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### Soul Frame relevance
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- joint action
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- coordination
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- action prediction
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- timing
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- representation of others' actions
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- shared tasks
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### Soul Frame connection
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This work motivates the **Shared Situation Model**:
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> a model of the situation in which several Beings jointly participate, including roles, timing, actions, constraints, and expected outcomes.
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The Shared Situation Model is distinct from an Other-Model.
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---
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## SF-R064 — De Jaegher, Hanne, and Ezequiel A. Di Paolo. 2007.
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**“Participatory Sense-Making: An Enactive Approach to Social Cognition.”**
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*Phenomenology and the Cognitive Sciences* 6(4): 485–507.
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**DOI:** `10.1007/s11097-007-9076-9`
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### Soul Frame relevance
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- participatory sense-making
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- interaction autonomy
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- coordination
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- enactive social cognition
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- meaning generation
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- interaction process
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### Soul Frame connection
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This is one of the most important Cluster C sources.
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It challenges a purely observer-centered model in which A privately infers B's hidden states and instead makes the **interaction process itself** explanatorily relevant.
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This strongly motivates:
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> **Interaction(A,B)** as a first-class Soul Frame object.
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---
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## SF-R065 — De Jaegher, Hanne, Ezequiel A. Di Paolo, and Shaun Gallagher. 2010.
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**“Can Social Interaction Constitute Social Cognition?”**
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*Trends in Cognitive Sciences* 14(10): 441–447.
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**DOI:** `10.1016/j.tics.2010.06.009`
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### Soul Frame relevance
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- interactionist social cognition
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- constitutive social interaction
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- embodied coordination
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- limits of pure mindreading models
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### Soul Frame connection
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This paper supports the Cluster C refinement:
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> **Social Mind should not be reduced to private inference about hidden mental states.**
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Interaction itself can carry cognitive work and change what each participant is able to understand.
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---
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## SF-R066 — Baker, Chris L., Rebecca Saxe, and Joshua B. Tenenbaum. 2009.
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**“Action Understanding as Inverse Planning.”**
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*Cognition* 113(3): 329–349.
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**DOI:** `10.1016/j.cognition.2009.07.005`
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### Soul Frame relevance
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- inverse planning
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- Bayesian theory of mind
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- goal inference
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- belief inference
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- prediction of action
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### Soul Frame connection
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This provides a computational formulation of the **Other-Model**:
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```text
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beliefs + goals
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↓
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planning
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↓
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action
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```
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with the observer attempting the inverse:
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```text
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observed action
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↓
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infer beliefs + goals
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```
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Soul Frame treats inverse planning as one mechanism of social modeling, not as a complete theory of Social Mind.
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---
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## SF-R067 — Gmytrasiewicz, Piotr J., and Prashant Doshi. 2005.
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**“A Framework for Sequential Planning in Multi-Agent Settings.”**
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*Journal of Artificial Intelligence Research* 24: 49–79.
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**DOI:** `10.1613/JAIR.1579`
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### Soul Frame relevance
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- I-POMDPs
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- recursive beliefs
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- nested agent models
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- decision-making under uncertainty
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- multi-agent planning
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### Soul Frame connection
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Interactive POMDPs provide a formal precedent for:
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```text
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A models B
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A models B's model of A
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A models B's model
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of A's model of B
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```
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They also expose the computational limits of unrestricted recursive modeling.
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This supports:
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> **recursive model depth should be bounded and context-dependent.**
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---
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## SF-R068 — Bratman, Michael E. 1992.
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**“Shared Cooperative Activity.”**
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*The Philosophical Review* 101(2): 327–341.
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**DOI:** `10.2307/2185537`
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### Soul Frame relevance
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- shared cooperative activity
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- mutual responsiveness
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- joint intention
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- compatible subplans
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- commitment
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### Soul Frame connection
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Bratman helps distinguish:
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> **mere coordination**
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from:
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> **cooperative activity organized around shared intention and reciprocal responsiveness.**
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Soul Frame retains the broader category of Co-Adaptive Model Building because social interaction also includes non-cooperative modes.
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---
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## SF-R069 — Schilbach, Leonhard, Bert Timmermans, Vasudevi Reddy, Alan Costall, Gary Bente, Tobias Schlicht, and Kai Vogeley. 2013.
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**“Toward a Second-Person Neuroscience.”**
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*Behavioral and Brain Sciences* 36(4): 393–414.
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**DOI:** `10.1017/S0140525X12000660`
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### Soul Frame relevance
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- second-person cognition
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- direct engagement
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- real-time interaction
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- social neuroscience
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- distinction between observing and interacting
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### Soul Frame connection
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This work supports the view that:
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> **being engaged with another Being is cognitively different from merely observing that Being.**
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It strengthens the case for treating real-time interaction as a constitutive input to Social Mind.
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---
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## SF-R070 — Fiske, Alan P. 1992.
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**“The Four Elementary Forms of Sociality: Framework for a Unified Theory of Social Relations.”**
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*Psychological Review* 99(4): 689–723.
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**DOI:** `10.1037/0033-295X.99.4.689`
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### Soul Frame relevance
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- relationship schemas
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- social coordination
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- communal sharing
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- authority ranking
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- equality matching
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- market pricing
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### Soul Frame connection
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Soul Frame does not currently adopt Fiske's four categories as canonical.
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The important precedent is:
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> **Beings model not only properties of other individuals but the relational structure organizing their interaction.**
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This supports the first-class **Relationship Model**.
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---
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## SF-R071 — Rabinowitz, Neil C., Frank Perbet, H. Francis Song, Chiyuan Zhang, S. M. Ali Eslami, and Matthew Botvinick. 2018.
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**“Machine Theory of Mind.”**
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In *Proceedings of the 35th International Conference on Machine Learning (ICML 2018)*.
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arXiv:`1802.07740`
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### Soul Frame relevance
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- machine theory of mind
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- learned models of other agents
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- latent character inference
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- behavioral prediction
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- artificial other-modeling
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### Soul Frame connection
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ToMnet demonstrates that machine systems can learn predictive representations of other artificial agents from observed behavior.
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This is an important technical precedent for treating **Other-Model Quality** as a capability distinct from general language competence.
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---
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## SF-R072 — Shum, Michael, Max Kleiman-Weiner, Michael L. Littman, and Joshua B. Tenenbaum. 2019.
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**“Theory of Minds: Understanding Behavior in Groups Through Inverse Planning.”**
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*Proceedings of the AAAI Conference on Artificial Intelligence* 33(1): 6163–6170.
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**DOI:** `10.1609/aaai.v33i01.33016163`
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### Soul Frame relevance
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- group behavior
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- latent relationships
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- social structure inference
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- inverse planning
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- multi-agent modeling
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|
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### Soul Frame connection
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This work provides a computational precedent for inferring not only individual goals but **relationships among interacting agents**.
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It supports the Soul Frame distinction:
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\[
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OtherModel \neq RelationshipModel
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\]
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---
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# Source-to-Claim Map
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| Soul Frame claim | Principal references |
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|---|---|
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| Other-modeling is a distinct social-cognitive capability | SF-R057, SF-R066, SF-R071 |
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| Mental-state attribution can support behavior prediction | SF-R057, SF-R066 |
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| Recursive models of other agents can be formalized | SF-R067 |
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| Recursive social modeling must be practically bounded | SF-R067 |
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| Self-models can be shaped by models of others' attitudes | SF-R058 |
|
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| Community expectations can become part of self-related cognition | SF-R058 |
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| Communication establishes common ground collaboratively | SF-R059, SF-R060 |
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| Grounding is an active process of evidence and repair | SF-R060 |
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| Dialogue can produce multi-level alignment | SF-R061 |
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| Alignment is one result of interaction, not equivalent to all co-adaptation | SF-R061 plus Soul Frame synthesis |
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| Joint action requires modeling shared tasks and other participants | SF-R063 |
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| Shared intentionality is stronger than simple coordination | SF-R062, SF-R068 |
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| Interaction itself can contribute constitutively to social cognition | SF-R064, SF-R065, SF-R069 |
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| Social Mind should not be reduced to private mindreading | SF-R064, SF-R065, SF-R069 |
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| Relationships require models distinct from models of individuals | SF-R070, SF-R072 |
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| Latent relationship structures can be computationally inferred | SF-R072 |
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| Artificial systems can learn predictive models of other agents | SF-R071 |
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| Common ground does not require identical private representations | SF-R059, SF-R060 |
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| Social interaction may create persistent conventions | SF-R059, SF-R060 |
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| Co-adaptation can include competitive as well as cooperative interaction | SF-R067, SF-R068 plus Soul Frame synthesis |
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| Interaction should be represented as a first-class state-bearing process | SF-R064, SF-R065 plus Soul Frame synthesis |
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---
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# Research Traditions Crosswalk
|
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| Soul Frame concept | Research tradition | Key sources |
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|---|---|---|
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| Other-Model | Theory of Mind | SF-R057 |
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| Other-Model | Bayesian inverse planning | SF-R066 |
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| Machine Other-Model | Machine Theory of Mind | SF-R071 |
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| Recursive Other-Model | I-POMDP / recursive agents | SF-R067 |
|
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| Reflected-Self Model | Symbolic interactionism | SF-R058 |
|
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| Generalized Social Model | Mead's generalized other | SF-R058 |
|
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| Common-Ground Model | Collaborative communication | SF-R059, SF-R060 |
|
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| Interaction Adaptivity | Interactive alignment | SF-R061 |
|
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| Shared Situation Model | Joint action | SF-R063 |
|
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| Shared Intention | Shared intentionality / joint activity | SF-R062, SF-R068 |
|
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| Interaction Process | Participatory sense-making | SF-R064, SF-R065 |
|
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| Second-person engagement | Second-person neuroscience | SF-R069 |
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| Relationship Model | Relational-model theory | SF-R070 |
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| Relationship inference | Computational social cognition | SF-R072 |
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---
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# Core Reading Set for Cluster C
|
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|
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For a compact canonical Cluster C foundation, prioritize these **nine** sources:
|
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|
||||
1. **Premack & Woodruff (1978)** — Theory of Mind
|
||||
2. **Mead (1934)** — Mind, Self, and Society
|
||||
3. **Clark & Wilkes-Gibbs (1986)** — Collaborative reference
|
||||
4. **Clark & Brennan (1991)** — Grounding and common ground
|
||||
5. **Pickering & Garrod (2004)** — Interactive alignment
|
||||
6. **De Jaegher & Di Paolo (2007)** — Participatory sense-making
|
||||
7. **Baker, Saxe & Tenenbaum (2009)** — Inverse planning
|
||||
8. **Gmytrasiewicz & Doshi (2005)** — Recursive agent modeling
|
||||
9. **Schilbach et al. (2013)** — Second-person cognition
|
||||
|
||||
Together they establish the conceptual path:
|
||||
|
||||
```text
|
||||
other-model
|
||||
↓
|
||||
reflected self
|
||||
↓
|
||||
recursive modeling
|
||||
↓
|
||||
grounding
|
||||
↓
|
||||
alignment
|
||||
↓
|
||||
interaction dynamics
|
||||
↓
|
||||
second-person engagement
|
||||
↓
|
||||
co-adaptive model building
|
||||
```
|
||||
|
||||
Tomasello, Sebanz et al., Bratman, Fiske, Rabinowitz et al., and Shum et al. then deepen the shared-intention, joint-action, relationship, and artificial-agent branches.
|
||||
|
||||
---
|
||||
|
||||
# Epistemic Classification
|
||||
|
||||
## Foundational / established primary works
|
||||
|
||||
- SF-R057 Premack & Woodruff
|
||||
- SF-R058 Mead
|
||||
- SF-R059 Clark & Wilkes-Gibbs
|
||||
- SF-R060 Clark & Brennan
|
||||
- SF-R061 Pickering & Garrod
|
||||
- SF-R062 Tomasello et al.
|
||||
- SF-R063 Sebanz et al.
|
||||
- SF-R064 De Jaegher & Di Paolo
|
||||
- SF-R065 De Jaegher, Di Paolo & Gallagher
|
||||
- SF-R066 Baker, Saxe & Tenenbaum
|
||||
- SF-R067 Gmytrasiewicz & Doshi
|
||||
- SF-R068 Bratman
|
||||
- SF-R069 Schilbach et al.
|
||||
- SF-R070 Fiske
|
||||
|
||||
## Established technical / computational precedents
|
||||
|
||||
- SF-R071 Rabinowitz et al.
|
||||
- SF-R072 Shum et al.
|
||||
|
||||
These technical sources demonstrate implementable forms of other-modeling and relationship inference but should not be treated as complete theories of human or artificial Social Mind.
|
||||
|
||||
---
|
||||
|
||||
# Terminological Lessons for Soul Frame
|
||||
|
||||
The literature supports keeping the following structures distinct:
|
||||
|
||||
```text
|
||||
SELF MODEL
|
||||
what A represents about A
|
||||
|
||||
OTHER MODEL
|
||||
what A represents about B
|
||||
|
||||
REFLECTED-SELF MODEL
|
||||
what A represents about B's model of A
|
||||
|
||||
RELATIONSHIP MODEL
|
||||
what A represents about A↔B
|
||||
|
||||
SHARED SITUATION MODEL
|
||||
what A represents about the situation involving A and B
|
||||
|
||||
COMMON-GROUND MODEL
|
||||
what A treats as sufficiently mutually established
|
||||
|
||||
GENERALIZED SOCIAL MODEL
|
||||
what A represents about group, role, institutional, or cultural expectations
|
||||
|
||||
INTERACTION PROCESS
|
||||
the dynamic sequence through which A and B mutually alter one another
|
||||
```
|
||||
|
||||
These distinctions are central to the Soul Frame definition of **Social Mind**.
|
||||
|
||||
---
|
||||
|
||||
# Working Definition Supported by Cluster C
|
||||
|
||||
> **Social Mind is the capacity of a Mind to participate in co-adaptive interaction by maintaining and revising differentiated models of self, other Beings, relationships, and shared situations—including, where useful, models of how other Beings model itself—and by using interaction itself as a source and medium of model formation.**
|
||||
|
||||
And:
|
||||
|
||||
> **Co-Adaptive Model Building is the recurrent interaction process through which Beings mutually influence and revise action-guiding models of self, other, relationship, and shared situation, while those models shape actions that alter both the interaction and the evidence available for subsequent modeling.**
|
||||
|
||||
These are Soul Frame syntheses built from the preceding research traditions rather than definitions adopted from any single source.
|
||||
|
||||
---
|
||||
|
||||
# Research Status
|
||||
|
||||
Cluster C currently supports three particularly important conclusions:
|
||||
|
||||
1. **Other-modeling is necessary but insufficient for mature Social Mind.**
|
||||
2. **Interaction itself must be treated as cognitively and relationally significant.**
|
||||
3. **Relationship and common-ground models are distinct from models of individual Beings.**
|
||||
|
||||
These conclusions should next be adversarially tested before the candidate dimensions are promoted into `SocialMindCriteriaV0.1.md`.
|
||||
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