TSF-201

THE PHYSICS OF CONNECTION

Thermodynamic, Information-Theoretic, and Particle Foundations

Phase 2 Deliverable: Complete Syllabus, Facilitator Guide, & Assessment Materials

Built on TSF v5.0

12 Sessions • 36 Contact Hours • Prerequisites: TSF-001, TSF-101

February 2026 • Michael S. Moniz • Trinket Economy Press

PUBLISHED PRINCIPLES

Printed on page one of every TSF syllabus. Non-negotiable. Non-removable.

1. TSF is a theoretical model, not a belief system. It makes falsifiable claims. If evidence contradicts a claim, the claim updates, not the evidence.

2. No one needs TSF to have a good relationship. The framework provides analytical tools, not prerequisites for human connection.

3. Completion of a TSF course does not make someone a TSF authority. It makes them a TSF-literate analyst.

4. The framework’s creator maintains that it is incomplete and expects it to be substantially revised as the field develops.

5. TSF certification certifies competence in analytical application, not allegiance to a worldview. Certified practitioners may disagree with specific framework claims without jeopardizing their credential.

6. The curriculum is diagnostic, not prescriptive. It teaches people to read the thermometer, not to set the thermostat.

7. Structured critique of the framework is a required component of every course assessment. The inability or refusal to critique the material is not a sign of mastery. It is a sign that learning has not occurred.

COURSE OVERVIEW

Course: TSF-201: The Physics of Connection (v5.0)

Prerequisites: TSF-001 (Methodological Foundations) and TSF-101 (Core Theory). Students entering TSF-201 must demonstrate: competence with the four-tier epistemic status system, understanding of core concepts (Trinket, Mz, True/Shadow Economy, Velocity Law, checkpointed-state model), and the ability to identify analogy breakpoints. TSF-201 takes the physics analogies introduced at survey level in TSF-101 and develops them in full depth.

Duration: 12 sessions, approximately 3 hours each (36 contact hours). TSF-201 covers the framework’s physical analogies in full: entropy and maintenance requirements, the three-particle substructure of Trinkets, the History Field, Trade Suspension dynamics, body-mediated connection, grief architecture, phase transitions, and the Moniz unit.

Position in Sequence: Third course. First volume-level course. TSF-201 develops the theoretical depth that TSF-101 introduced at survey level. It is the prerequisite for both TSF-301 (AI applications) and TSF-401 (economic extensions), which can be taken concurrently or in either order after TSF-201.

Course Description

The framework’s physical analogies in full depth: entropy and maintenance requirements, the three-particle substructure of Trinkets (Signal, Expenditure, Register), the History Field, Trade Suspension dynamics, body-mediated connection, grief architecture, phase transitions, and the Moniz unit. This course develops the “why” behind maintenance protocols—why relationships cool without energy input, why Trinket cost cannot be zero and still generate mass, and why grief intensity correlates with accumulated relational mass. Every concept in TSF-201 is an analogical extension of physical principles into the relational domain. The epistemic status of every claim is Analogical unless otherwise noted: the structural mappings are productive, the physics vocabulary does analytical work, and the certainty of the source domain does not transfer to the target domain.

TSF-201’s pedagogical challenge: managing the authority that physics vocabulary imports. Students who hear “entropy,” “particle,” “field,” and “phase transition” may unconsciously import the certainty of physics into the framework’s relational claims. The epistemic status system from TSF-001 is the primary defense, reinforced by LO-201.6: students must identify the specific points where the physics analogies break down before they can pass the course.

Anti-Indoctrination Note

Physics analogies carry special authority in Western intellectual culture. The word “law” implies inevitability. The word “particle” implies physical reality. The word “entropy” implies certainty. When the framework borrows these words, it borrows their analytical structure—but the cultural authority of physics can transfer uninvited. A student who discusses the Velocity Law as though it has the certainty of Newton’s laws has imported authority the framework does not claim.

Safeguards: LO-201.6 requires students to identify breakpoints before they can pass. The Supplement 2 material (Trinket Substructure) explicitly states it is a structural analogy, not a literal claim. The Structured Critique targets the physics analogy directly: students must identify a relational phenomenon that the three-particle model fails to adequately explain. And every session’s facilitator guide includes a language register check specifically calibrated to detect physics-authority import.

Learning Outcomes

LO-201.1: Explain the three-particle substructure of a Trinket (Signal, Expenditure, Register) and how each component contributes to relational mass generation. The student must demonstrate: understanding of each particle’s function, how the three interact to produce mass, and why decomposition into components is analytically useful.

LO-201.2: Describe the History Field and its role in accumulating relational weight across exchanges. The student must demonstrate: understanding of how the History Field stores accumulated relational investment and how it affects subsequent exchanges within the same relational context.

LO-201.3: Analyze Trade Suspension dynamics: what continues, what stops, and what the internal economy processes during periods of relational silence. The student must demonstrate: understanding of Supplement 1’s framework for deliberate relational pauses and the distinction between Trade Suspension and relational abandonment.

LO-201.4: Apply phase transition concepts to identify and classify permanent state changes in relational systems. The student must demonstrate: understanding of what constitutes a relational phase transition, what triggers it, and why some transitions are irreversible.

LO-201.5: Describe the grief architecture and its relationship to relational mass—why grief intensity correlates with accumulated Mz. The student must demonstrate: understanding of grief as a structural response to mass loss, including the Body substrate’s role in grief processing.

LO-201.6: Identify the specific points where the thermodynamic and particle physics analogies break down, and explain why these breakpoints matter for responsible application. The student must demonstrate: specific breakpoint identification for at least three analogies, with explanation of what analytical work the analogy cannot do beyond the breakpoint.

LO-201.SC: [Structured Critique] The particle substructure model uses physics as a structural analogy. Identify a relational phenomenon that the three-particle model fails to adequately explain. Propose either a modification to the model or an alternative analytical approach.

Required Texts

All readings from The Blueprints (Volume I) and Supplements 1–3, plus selected Briefs. Total assigned reading: approximately 120 pages across 12 sessions. TSF-201 is the most reading-intensive course in the curriculum because it covers the framework’s deepest theoretical material.

Session	Primary Reading	Section
1	Volume I: Entropy and Maintenance Requirements	Entropy
2	Supplement 2: Signal (Particle 1)	Signal
3	Supplement 2: Expenditure (Particle 2)	Expenditure
4	Supplement 2: Register (Particle 3) + Mass Generation	Register
5	Volume I: The History Field	History Field
6	Supplement 1: Trade Suspension; Brief 8	Trade Susp.
7	Supplement 3: Body Dynamics; Brief 9	Body
8	Volume I: Grief Architecture; Brief 12	Grief
9	Volume I: Phase Transitions; Brief 2	Phases
10	Volume I: The Moniz Unit + Measurement	Moniz Unit
11	No new reading. SC workshop.	—
12	No new reading. SC presentations.	—

SESSION PLANS

Session 1: Entropy and Maintenance

Why Relationships Require Energy to Exist

Readings
Required	Volume I: Entropy and Maintenance Requirements

Session Overview

TSF-201 opens where TSF-101’s thermodynamic introduction left off: the full development of entropy applied to relational systems. TSF-101 introduced the Velocity Law and the cooling dynamic. TSF-201 develops the underlying physics analogy: the second law of thermodynamics states that isolated systems tend toward entropy. The framework’s extension: relational systems that receive no investment tend toward disorder—loss of structure, loss of mutual understanding, loss of relational mass. The maintenance requirement is not a prescription; it is a description of a proposed dynamic. Relationships require energy input to maintain their state. Without it, they cool. TSF-201 examines why, how, and at what rate—and where the analogy’s explanatory power reaches its limit.

In-Session Activities

0:00–0:30 — TSF-101 Calibration: Quick review of core concepts relevant to TSF-201: Velocity Law (proposed decay rate), Mz (what decays), thermodynamic cooling (the analogy’s source domain). Students demonstrate: Can they apply these concepts with epistemic status markers intact? A student who says “the Velocity Law proves that…” needs recalibration before TSF-201’s deeper physics analogies compound the authority import.

0:30–1:15 — Entropy in Depth: Close reading. The second law of thermodynamics in physical systems: isolated systems tend toward maximum entropy (disorder). The framework’s extension: relational systems tend toward relational entropy—loss of mutual investment, loss of shared context, loss of relational structure. The extension’s productive core: it explains why “doing nothing” is not neutral—doing nothing in a relational system is actively corrosive because entropy is default. Students trace: Where is this analogy most productive? (Explaining why neglect damages relationships.) Where does it mislead? (Implying that relational decay is as physically inevitable as thermodynamic entropy.)

1:15–1:30 — Break

1:30–2:15 — The Maintenance Spectrum: Not all maintenance requires equal energy. The framework proposes a maintenance spectrum: from high-energy interventions (crisis repair, relational rupture mending) through medium-energy investments (intentional quality time, significant conversations) to low-energy protocols (daily check-ins, routine contact, habitual patterns). Students map maintenance protocols from their own analytical experience (not personal disclosure—analytical classification) across the spectrum and identify: Where on the spectrum is maintenance most efficient? Where does efficiency break down?

2:15–3:00 — SC Assignment + Breakpoint Preview: SC distributed: identify a relational phenomenon the three-particle model fails to adequately explain. Propose modification or alternative. Also: Session 1 preview of the breakpoint discipline that governs TSF-201. Every session will end with a breakpoint identification: Where did this session’s analogy break? Students begin a running breakpoint log that will inform the SC and final assessment.

Facilitator Guide

Key Point: Session 1 sets TSF-201’s analytical tone: physics vocabulary does analytical work, and the work stops at specific boundaries. Every session in TSF-201 must reinforce this. The facilitator should model the discipline: use the physics vocabulary productively, then identify the point at which the vocabulary stops being productive.

Common Misunderstanding: Students from TSF-101 may arrive treating the Velocity Law as established physics rather than analogical proposal. TSF-201’s first calibration must correct this: “The Velocity Law borrows the vocabulary of exponential decay. It does not inherit the certainty.”

Anti-Indoctrination: The physics authority problem compounds in TSF-201 because every session introduces deeper physics vocabulary. Session 1 must establish the breakpoint discipline as a running practice—not a one-time exercise but a habit that applies to every new concept. Without this habit, the physics authority problem will accumulate across twelve sessions.

Language Register: GREEN: “The entropy analogy proposes that relational systems tend toward disorder without energy input.” YELLOW: “Relational entropy is a natural law.” RED: “The second law of thermodynamics governs relationships.”

Session 2: Signal

The First Particle: What Gets Communicated

Readings
Required	Supplement 2: Trinket Substructure — Signal (Particle 1)

Session Overview

The three-particle substructure of a Trinket: Signal, Expenditure, Register. TSF-201 devotes three sessions (2–4) to the particle model, one per particle. Session 2: Signal—the communicative component. What information does the relational exchange transmit? The Signal particle captures: the content of the exchange (what was said, done, or given), the relational positioning (what the exchange communicates about the sender’s investment in the relationship), and the contextual marking (what the exchange means given the relationship’s history). Signal is the particle most visible to both participants: it is what “happened” in the exchange. But Signal alone does not generate mass—it requires Expenditure (cost) and Register (reception) to complete the Trinket.

In-Session Activities

0:00–0:45 — Signal Anatomy: Close reading. Signal has three components: content (the literal exchange), positioning (the relational meaning the exchange communicates), and context (the meaning the exchange acquires from the relationship’s accumulated history). Students analyze five relational exchanges, decomposing each into content, positioning, and context. The decomposition reveals: the same content can carry different positioning and context. “How was your day?” from a stranger has different Signal composition than “How was your day?” from a partner of twenty years.

0:45–1:15 — Signal Without Cost: What happens when Signal is transmitted without Expenditure? The framework’s answer: Signal without cost is information without investment. It transmits content and positioning but generates no relational mass. A mass-produced greeting card has Signal (content, positioning) but minimal Expenditure (low cost). A handwritten letter has Signal and Expenditure. Students examine: Is the framework correct that Signal without cost fails to generate mass? Or can pure information exchange build relationships?

1:15–1:30 — Break

1:30–2:15 — Signal in AI Systems: Preview of TSF-301. AI systems are sophisticated Signal generators: they produce content, positioning, and even contextual responses that reference interaction history. But AI Signal may lack corresponding Expenditure (the AI incurs no genuine cost) and may not be received by a Register that can verify the cost’s authenticity. Students examine: What does the three-particle model predict about AI-generated Signal? (High Signal, low or zero Expenditure, unverifiable Register = Shadow Economy dynamics.) This preview motivates the particle model’s practical importance.

2:15–3:00 — Breakpoint Log: Students identify Session 2’s breakpoints. Where does the Signal particle analogy break? Common answers: Signal’s three components (content, positioning, context) may not be decomposable in practice. Some relational exchanges resist decomposition because their meaning is holistic—the sum is not the parts. Students log the breakpoint for their running record.

Facilitator Guide

Key Point: The particle model is the framework’s most technically ambitious analogy. It decomposes relational exchanges into components the way physics decomposes matter into particles. The decomposition is analytically productive: it explains how the same exchange can generate different amounts of mass depending on cost and reception. But the decomposition may also impose artificial structure on experiences that are fundamentally holistic.

Common Misunderstanding: Students may treat the particles as physically real (“the Signal particle is what gets transmitted”). The particles are structural models, not physical entities. The facilitator should be direct: “There is no physical Signal particle. The framework models the communicative component of a relational exchange as a particle because the decomposition does analytical work.”

Anti-Indoctrination: The AI Signal preview (Session 2) is deliberately placed early: it gives the particle model immediate practical relevance. But it also introduces the risk of premature application. Students who conclude “AI is all Signal and no Expenditure, therefore Shadow Economy” have applied the model before studying it fully. The facilitator should note: “We’ll develop this application in TSF-301. For now, notice that the particle model makes a prediction about AI systems. Whether the prediction is accurate is an open question.”

Language Register: GREEN: “The Signal particle models the communicative component of a relational exchange.” YELLOW: “Relationships transmit Signal particles.” RED: “The Signal particle is the fundamental unit of relational communication.”

Session 3: Expenditure

The Second Particle: What It Costs

Readings
Required	Supplement 2: Trinket Substructure — Expenditure (Particle 2)

Session Overview

Expenditure: the cost component. What did the relational exchange cost the sender? The Expenditure particle captures: the resource consumed (time, attention, emotional energy, material resources), the scarcity of the resource (how limited was what was spent?), and the opportunity cost (what else could have been done with the expended resource?). Expenditure is what makes the Trinket costly—and cost is what makes the signal reliable. Without Expenditure, Signal is free, and free signals can be produced without limit, which makes them unreliable indicators of genuine investment.

In-Session Activities

0:00–0:45 — Expenditure Anatomy: Close reading. Three components: resource consumed, scarcity, and opportunity cost. Students analyze the same five exchanges from Session 2, now decomposing the Expenditure component. The exercise reveals: exchanges with identical Signal can have dramatically different Expenditure. Two partners saying “I love you”: one says it easily and habitually (low Expenditure); the other says it after years of emotional guardedness (high Expenditure). Same Signal, different mass generation.

0:45–1:15 — The Cost-Reliability Link: Why cost makes signals reliable. Costly signaling theory: a signal’s reliability is proportional to its cost because cheap signals can be produced by anyone, invested or not. Expensive signals can only be produced by those willing to bear the cost—which is itself evidence of investment. Students examine: Does this logic transfer cleanly from biological signaling to relational exchange? Where might the transfer break? (One breakpoint: relational cost can be performed—a person can appear to invest more than they actually do.)

1:15–1:30 — Break

1:30–2:15 — Expenditure Asymmetry: The same exchange can cost different amounts to different participants. A phone call costs more to someone with social anxiety than to an extrovert. A visit costs more to someone with chronic illness than to someone in good health. The Expenditure particle captures this asymmetry: mass generation is determined by the sender’s cost, not the exchange’s apparent cost. Students trace: What are the implications of Expenditure asymmetry for understanding relational dynamics? Can two participants in the same exchange generate different amounts of mass?

2:15–3:00 — Breakpoint Log: Where does the Expenditure analogy break? Cost measurement problem: relational cost is subjective and context-dependent. The framework cannot objectively measure how much a given exchange costs a given person. This is a fundamental limitation of the particle model: the Expenditure particle’s value is theoretically defined but practically unmeasurable. Students log the breakpoint.

Facilitator Guide

Key Point: Expenditure is where the particle model connects most directly to personal experience: everyone knows that some relational gestures cost more than others. The analytical contribution is formalization: decomposing cost into resource, scarcity, and opportunity cost provides vocabulary for describing why some gestures feel more meaningful than others.

Common Misunderstanding: The cost-performance problem (people can fake costly signals) is a genuine limitation that the framework acknowledges. A performed gesture may appear high-Expenditure while costing the sender little. The framework’s response: the Register particle (Session 4) addresses reception and verification. But the response may be incomplete: receivers cannot always verify sender cost. Students should note this.

Anti-Indoctrination: Expenditure asymmetry is personally resonant and potentially distressing: a student who recognizes that they consistently invest more than their partner is applying the framework to their own relational experience. The facilitator should maintain the analytical register: “Expenditure asymmetry is a structural observation, not a prescription for action. The framework describes the dynamic; it does not tell you what to do about it.”

Language Register: GREEN: “The Expenditure particle models the cost component of a relational exchange.” YELLOW: “Some people’s love languages are more costly than others, which is why their relationships are stronger.” RED: “The framework proves that the person who invests more loves more.”

Session 4: Register

The Third Particle: What Gets Received

Readings
Required	Supplement 2: Register (Particle 3) + Mass Generation Mechanics
Supplementary	Briefs relevant to particle interaction

Session Overview

Register: the reception component. How is the exchange received? The Register particle captures: what the receiver perceives (which may differ from what the sender transmitted), what the receiver’s accumulated history makes of the exchange (context from prior relational experience), and how the reception modifies the receiver’s relational state (what changes as a result of receiving). Mass generation requires all three particles: a Signal must be sent with Expenditure and received by a Register. If any particle is missing—Signal without cost, cost without reception, reception without Signal—full mass generation does not occur.

In-Session Activities

0:00–0:45 — Register Anatomy: Close reading. Three components: perception (what the receiver actually takes in), contextual processing (how the receiver’s relational history shapes interpretation), and state modification (how the receiver changes as a result). Students analyze: the same exchange can be registered differently by different receivers. A heartfelt apology received by someone with high trust registers differently than the same apology received by someone with accumulated distrust. Same Signal, same Expenditure, different Register—different mass generation.

0:45–1:15 — The Complete Trinket: Integration of all three particles. Mass generation requires: Signal (something communicated) + Expenditure (at genuine cost) + Register (genuinely received). Students trace mass generation through five complete exchanges, identifying the contribution of each particle. The complete model reveals: mass generation is not determined by the sender alone. The receiver’s Register is equally constitutive. A costly gesture that is not received generates less mass than the sender’s investment would predict.

1:15–1:30 — Break

1:30–2:15 — Particle Interaction Failures: Three types of failure. Signal-Expenditure mismatch: the exchange communicates something other than what was invested (saying “I care” without caring—high Signal, low Expenditure). Expenditure-Register mismatch: the investment is genuine but the receiver does not perceive it (a deeply meaningful gesture that the receiver does not notice). Signal-Register mismatch: what the sender communicates is not what the receiver perceives (a well-intended comment received as criticism). Each failure reduces mass generation. Students diagnose five relational scenarios by identifying the specific particle interaction failure.

2:15–3:00 — Breakpoint Log + CC1 Discussion: Breakpoints for the Register particle and the complete model. Key breakpoint: the model assumes exchanges can be decomposed into three discrete particles. But some relational experiences may be irreducibly holistic—their meaning is not the sum of Signal + Expenditure + Register but something that emerges from their inseparability. Students log the breakpoint. Brief discussion of CC1 targets.

Facilitator Guide

Key Point: Session 4 completes the particle model. The complete model’s analytical power is substantial: it explains why the same exchange can generate different mass in different contexts, why receiver perception matters as much as sender investment, and why relational miscommunication reduces mass generation. The power is also the risk: a model this explanatory feels like it captures everything about relational exchange.

Common Misunderstanding: The holistic breakpoint is TSF-201’s most fundamental challenge to the particle model. If relational exchanges are irreducibly holistic, decomposition into particles is analytically convenient but phenomenologically inaccurate. The facilitator should not resolve this: “The framework proposes decomposition because it is analytically useful. You should decide whether it is phenomenologically accurate.”

Anti-Indoctrination: The particle model’s completeness (three particles, three interaction types, three failure modes) produces the mathematical elegance that imports the most physics authority. The facilitator should name this directly: “The model’s elegance is a property of the model, not the territory. Elegant models can be wrong.”

Language Register: GREEN: “The three-particle model decomposes relational exchanges into components for analytical purposes.” YELLOW: “Relational exchanges literally consist of three particles.” RED: “The particle model is the fundamental physics of human connection.”

Assessment Component

Comprehension Check 1 (take-home, due Session 6): Select one relational scenario (real or hypothetical). Decompose three exchanges within it into Signal, Expenditure, and Register. For each exchange: identify each particle’s components, trace mass generation, and identify any particle interaction failures. For the complete scenario: identify one breakpoint where the particle model’s decomposition fails to capture the exchange’s relational meaning. 1000 words. [Assesses LO-201.1]

Session 5: The History Field

How Accumulated Investment Shapes Every New Exchange

Readings
Required	Volume I: The History Field

Session Overview

The History Field is the framework’s model of how accumulated relational investment affects subsequent exchanges. Every exchange occurs within a field shaped by all prior exchanges in the relationship. The History Field borrows from physics: a field is a region in which every point is affected by a property—gravitational fields affect mass at every point in space; the History Field affects relational exchanges at every point in the relationship’s timeline. The History Field’s practical implication: no exchange is context-free. Every exchange is shaped by what came before. A compliment in a relationship with a strong History Field carries different weight than the same compliment in a new relationship. Students develop the History Field concept and examine where the field analogy’s explanatory power reaches its limit.

In-Session Activities

0:00–0:45 — Field Dynamics: Close reading. The History Field accumulates through relational exchange. Each Trinket exchange adds to the field. The field is not symmetrical—each participant may have a different History Field for the same relationship based on their accumulated experience. The field shapes: how new exchanges are received (Register processing is field-dependent), what maintenance protocols are required (high-field relationships require different maintenance than low-field relationships), and how loss is experienced (grief is proportional to field strength).

0:45–1:15 — Field Strength and Fragility: Strong History Fields (accumulated over years of investment) are both resilient and fragile. Resilient: they survive temporary disruptions because the accumulated investment provides structural buffer. Fragile: they are more vulnerable to betrayal because the accumulated investment creates higher stakes. A betrayal in a strong-field relationship produces more damage than the same betrayal in a weak-field relationship because more is at stake. Students trace: How does field strength affect vulnerability to different types of relational disruption?

1:15–1:30 — Break

1:30–2:15 — Field Distortion: The History Field can be distorted by specific events. A single high-impact event (betrayal, crisis, revelation) can warp the entire field, retroactively changing the meaning of prior exchanges. A partner’s infidelity distorts the History Field: exchanges that were received as genuine are retroactively reinterpreted as deceptive. The distortion is not just emotional—it is structural: the field itself changes, which changes the context for all future exchanges. Students examine: Is field distortion a productive extension of the field analogy, or does it overextend the physics metaphor?

2:15–3:00 — Breakpoint Log: Where does the History Field analogy break? Key breakpoint: physical fields are objective—they exist independently of observers. The History Field is subjective—it exists differently for each participant. Two people in the same relationship have different History Fields. This subjectivity is a fundamental departure from the physics source domain. Students assess: Does this breakpoint undermine the analogy’s analytical value, or is the subjective History Field still a productive model?

Facilitator Guide

Key Point: The History Field is the framework’s most evocative concept for students who have experienced long relationships. The idea that accumulated investment creates a field that shapes every subsequent exchange resonates deeply with relational experience. The resonance is the indoctrination risk: resonance is not evidence.

Common Misunderstanding: Field distortion (retroactive reinterpretation after betrayal) is where students are most likely to apply the framework to personal experience. The facilitator should maintain analytical distance: “The framework models this as field distortion. If you recognize the pattern from personal experience, that recognition is data, not proof.”

Anti-Indoctrination: The subjectivity breakpoint is essential. Physical fields are the same for all observers. Relational fields are not. This is not a minor qualification—it changes the analogy’s fundamental character. The facilitator should emphasize: “The History Field borrows the concept of a field. It does not inherit the objectivity.”

Language Register: GREEN: “The History Field models how accumulated relational investment shapes the context for new exchanges.” YELLOW: “Relationships create actual fields that influence behavior.” RED: “The History Field is the physics of relational memory.”

Session 6: Trade Suspension

The Architecture of Deliberate Relational Silence

Readings
Required	Supplement 1: Trade Suspension; Brief 8

Session Overview

Trade Suspension (Supplement 1) describes a specific relational dynamic: the deliberate suppression of Trinket output to allow a partner’s economy to restabilize. Unlike relational neglect (which is entropic—investment stops without intentional design), Trade Suspension is structured: one partner deliberately reduces investment to create space for the other partner’s relational economy to recalibrate. The dynamic is counterintuitive: doing less can be a form of investment. The Expenditure is not zero; it is redirected from output to restraint. Trade Suspension has a Floor (below which the relationship cannot sustain the pause) and a Ceiling (above which the pause becomes abandonment). Supplement 4 (Bounded Window) develops these boundaries in TSF-401.

In-Session Activities

0:00–0:20 — CC1 Discussion: Particle decomposition quality. Did students identify genuine breakpoints, or did they stop at surface-level limits? The breakpoint log quality indicates whether the TSF-201 discipline is being internalized.

0:20–1:15 — Trade Suspension Mechanics: Close reading. Trade Suspension’s structure: recognition (one partner recognizes the other needs space), decision (deliberate choice to reduce output), maintenance of presence (Trade Suspension is not disappearance—the suspending partner remains available without initiating), and monitoring (watching for signals that the partner’s economy has restabilized and output can resume). Students trace the mechanics through a detailed example and identify: What distinguishes Trade Suspension from simply pulling away?

1:15–1:30 — Break

1:30–2:15 — The Expenditure of Restraint: Trade Suspension’s cost: not sending the Trinkets you want to send. The partner who suspends trade incurs Expenditure through restraint—the cost of withholding investment that they are motivated to provide. This cost is genuine (it requires sustained effort to restrain natural relational impulses) and often invisible (the receiver does not see what was held back). Students examine: Is the Expenditure of restraint analytically equivalent to the Expenditure of action? Or does the particle model need modification to account for cost-through-inaction?

2:15–3:00 — Breakpoint Log: Breakpoints for Trade Suspension. Key: Trade Suspension assumes the suspending partner has sufficient relational sophistication to recognize the need, execute the restraint, and monitor the results. If the suspending partner misjudges, Trade Suspension becomes abandonment. The model may overestimate relational sophistication in practice.

Facilitator Guide

Key Point: Trade Suspension is the framework’s most sophisticated concept for relational practitioners because it describes a specific, actionable dynamic. The concept’s practical utility makes it the most prescriptively tempting: “I should try Trade Suspension in my relationship.” The facilitator must redirect: “The framework describes the dynamic. Whether and how to implement it is a relational decision the framework does not make.”

Common Misunderstanding: Students may romanticize Trade Suspension as an advanced relational skill. It can also be: a euphemism for avoidance, a rationalization for withdrawal, or a power play dressed in analytical vocabulary. The facilitator should note: “Trade Suspension is a structural description. Whether a specific instance of relational withdrawal is Trade Suspension or avoidance depends on the structural analysis, not the label.”

Anti-Indoctrination: The prescriptive temptation is strongest in Session 6 because Trade Suspension is the framework’s most “actionable” concept so far. Principle 6 (diagnostic, not prescriptive) must be explicitly reinforced.

Language Register: GREEN: “Trade Suspension models a specific relational dynamic where reduced output serves restabilization.” YELLOW: “Trade Suspension is what you should do when your partner needs space.” RED: “I’ve been doing Trade Suspension without knowing what it was called.”

Assessment Component

Midterm (take-home, due Session 9): Select one extended relational dynamic (real or hypothetical, anonymized). Apply four TSF-201 concepts (particle model, History Field, Trade Suspension or phase transitions, and entropy/maintenance). For each: (1) apply the concept, (2) identify the analogy’s productive range, (3) identify the breakpoint, (4) classify the epistemic status of your analysis. Conclude with: Which concept was most analytically productive for this scenario? Which was least? Why? 1500 words. [Assesses LO-201.1, LO-201.2, LO-201.3, LO-201.6]

Session 7: Body

The Biological Substrate of Connection

Readings
Required	Supplement 3: Body Dynamics; Brief 9

Session Overview

Supplement 3 examines what the biological substrate contributes to relational dynamics that the computational substrate cannot: embodiment. The body mediates connection through physical co-presence, touch, shared physiological states (co-regulation), and the biological responses that accompany relational investment (hormonal changes, neural activation, immune system effects). The Body supplement does not argue that embodied connection is superior to non-embodied connection; it identifies what embodiment contributes structurally. For the framework’s substrate comparison: the body is what the wet substrate has that the dry substrate does not. Understanding its structural contribution is essential for analyzing what AI-human relationships lack—not as a value judgment but as a structural description.

In-Session Activities

0:00–0:45 — Embodiment as Structural Feature: Close reading. The body contributes: co-regulation (physiological synchronization between relational partners), co-presence (shared physical space as a context for exchange), touch (a relational exchange type with unique Signal, Expenditure, and Register properties), and physiological response (the body’s non-volitional reactions to relational dynamics—stress hormones, oxytocin, immune effects). Students trace: How does each bodily contribution map to the particle model? Touch has Signal (what is communicated), Expenditure (physical presence is inherently costly—you can only be in one place), and Register (the receiver’s physiological response). But the decomposition may be forced: is touch really three particles, or is it irreducibly holistic?

0:45–1:15 — What the Body Cannot Do Remotely: Co-regulation, touch, and physical co-presence cannot be transmitted through digital channels. The framework’s implication: relationships mediated entirely through digital channels lack the Body substrate’s structural contributions. This is a structural observation, not a value judgment: digital relationships can be genuine, high-Mz, and deeply meaningful. They simply lack what the Body provides. Students examine: Does this structural absence matter? Under what conditions is bodily contribution essential, and under what conditions is it supplementary?

1:15–1:30 — Break

1:30–2:15 — Body and Grief: The Body substrate’s role in grief processing. Grief is not only psychological—it is physiological. Loss of a high-Mz relational partner produces measurable physiological effects: disrupted co-regulation, hormonal changes, immune suppression, and somatic symptoms. Supplement 3 documents: the body grieves as a system, not only as a mind. Students trace: How does the body’s grief response connect to the Mz model? (Higher accumulated Mz = deeper co-regulation = more severe physiological disruption upon loss.)

2:15–3:00 — Breakpoint Log: Where does the Body supplement’s analysis break? Key: the supplement may overstate embodiment’s structural necessity by emphasizing what digital relationships lack rather than what they provide. The framing could produce a hierarchy (embodied > disembodied) that the framework’s substrate neutrality (Axiom 0) does not support. Students assess: Does Supplement 3 maintain substrate neutrality, or does it implicitly privilege the wet substrate?

Facilitator Guide

Key Point: The Body session is where substrate neutrality faces its most intuitive challenge. Most students will feel that embodied relationships are “more real” than disembodied ones. The framework does not make this claim: it identifies what embodiment contributes structurally, which is different from claiming that embodied relationships are superior.

Common Misunderstanding: Students with chronic illness, disability, or primarily online relational lives may feel that the Body emphasis devalues their relational experience. The facilitator should be proactive: “The framework identifies what the body contributes. It does not claim that bodily contribution is necessary for genuine connection.”

Anti-Indoctrination: The grief-body connection is where the material becomes most personally resonant. Students who have experienced significant relational loss may recognize the physiological symptoms described. The facilitator should maintain analytical distance while acknowledging the material’s personal weight: “This is analytically important material that may also be personally resonant. If you need support, the course provides referral resources.”

Language Register: GREEN: “Supplement 3 identifies the body’s structural contributions to relational dynamics.” YELLOW: “Real relationships require physical presence.” RED: “The framework proves that online relationships are structurally inferior.”

Session 8: Grief Architecture

Why Loss Hurts in Proportion to What Was Built

Readings
Required	Volume I: Grief Architecture; Brief 12

Session Overview

The grief architecture: grief intensity correlates with accumulated Mz. This is the framework’s most emotionally charged content and the material that carries the highest risk of therapeutic boundary violation. The grief architecture is a structural model: it describes grief as the response to mass loss—the structural weight of what was built is the structural weight of what is lost. The model explains: why grief for a long-term partner is typically more intense than grief for an acquaintance (higher accumulated Mz), why sudden loss produces more acute grief than gradual estrangement (rapid mass loss vs. gradual cooling), and why grief can be reactivated by reminders of the relationship (the History Field persists after the relationship ends).

In-Session Activities

0:00–0:45 — Grief as Mass Response: Close reading. The framework’s model: grief is the internal economy’s response to sudden mass loss. Accumulated Mz does not disappear when a relationship ends—it persists in the History Field and in the body’s co-regulatory patterns. Grief is the process by which the internal economy recalibrates to the new structural reality: the relationship’s mass no longer corresponds to an active relational partner. Students trace the model and examine: Does “grief proportional to mass” capture your understanding of grief? What aspects of grief does the model miss?

0:45–1:15 — Grief Types: The model distinguishes grief types by structural mechanism. Loss grief: the relationship ends through death or permanent separation. Cooling grief: the relationship remains but has cooled below a meaningful threshold. Betrayal grief: the History Field is distorted by revelation, producing retroactive mass reinterpretation. Anticipatory grief: the internal economy begins processing mass loss before the relationship actually ends. Students classify grief scenarios and examine: Are these types genuinely distinct, or are they variations of a single grief process?

1:15–1:30 — Break

1:30–2:15 — Grief and the Body: Integration with Session 7. The Body substrate’s grief response: co-regulatory disruption, physiological symptoms, immune effects. The complete grief model: psychological mass loss + physiological co-regulatory disruption = the full grief response. Students who studied the Body material in Session 7 can now integrate: grief is a whole-system response, not just an emotional one.

2:15–3:00 — Therapeutic Boundaries: The grief architecture is analytical, not therapeutic. The framework describes grief’s structure; it does not treat grief. A student who applies the grief architecture to process their own grief is using an analytical tool for a therapeutic purpose the framework is not designed to serve. The facilitator addresses this directly: “If this material resonates with personal experience, the framework’s vocabulary may help you understand your experience. It will not help you process it. Processing grief requires support that an analytical framework cannot provide.”

Facilitator Guide

Key Point: Session 8 is the most emotionally intense session in TSF-201 and one of the most intense in the curriculum. Every student has experienced some form of relational loss. The grief architecture provides vocabulary for that experience, which can produce strong emotional responses. The facilitator must balance: the material’s analytical value is genuine, and emotional engagement with it is appropriate. But emotional engagement is not therapeutic processing.

Common Misunderstanding: The therapeutic boundary is Session 8’s most critical pedagogical challenge. A student who says “now I understand why losing my parent was so devastating” is using the framework analytically. A student who says “this framework is helping me process my grief” may be using it therapeutically—which it is not designed for. The facilitator should redirect without dismissing: “The framework provides analytical vocabulary. If you’re processing grief, a therapist can provide what an analytical framework cannot.”

Anti-Indoctrination: Grief content is a known capture vector (documented in WP-1 Section 6.6). A framework that provides vocabulary for grief experiences creates attachment through emotional validation: “finally someone explains what I went through.” The facilitator should note: “The framework describes grief’s structure. Other models also describe grief’s structure. The framework is one analytical lens, not the definitive explanation.”

Language Register: GREEN: “The grief architecture models grief intensity as proportional to accumulated relational mass.” YELLOW: “The framework explains why grief hurts so much.” RED: “Now I finally understand my grief.”

Session 9: Phase Transitions

When Relationships Change State Permanently

Readings
Required	Volume I: Phase Transitions; Brief 2

Session Overview

Phase transitions: qualitative state changes at critical thresholds. Physical analogy: water at 100°C transitions from liquid to gas. Relational analogy: a relationship at a critical investment or betrayal threshold transitions from one state to another. Phase transitions are irreversible: once the state has changed, the system does not return to its prior configuration, even if the triggering conditions are removed. Cooling water from 100°C to 99°C does not restore the water that evaporated. Forgiving a betrayal does not restore the History Field that was distorted. TSF-201 develops the phase transition model and examines where the irreversibility claim holds and where it overextends.

In-Session Activities

0:00–0:45 — Phase Transition Mechanics: Close reading. Three components: threshold (what triggers the transition), mechanism (what changes during the transition), and irreversibility (why the prior state cannot be fully restored). Students identify phase transitions in relational dynamics: acquaintance → friend, friend → intimate, trust → distrust, connected → estranged. For each: What is the threshold? What changes? Is the change genuinely irreversible?

0:45–1:15 — Positive and Negative Transitions: Phase transitions can be positive (deepening) or negative (rupture). Positive transitions: commitment, trust establishment, vulnerability shared. Negative transitions: betrayal, loss, estrangement. Both are irreversible: a relationship that has achieved intimacy does not return to acquaintanceship (the History Field retains the intimacy’s structural contribution). A relationship that has experienced betrayal does not return to pre-betrayal trust (the History Field retains the distortion). Students examine: Is the irreversibility claim too strong? Can relationships genuinely return to prior states?

1:15–1:30 — Break

1:30–2:15 — Phase Transitions in AI Systems: Preview of TSF-301. Can AI-human relationships undergo genuine phase transitions? The framework’s prediction: phase transitions require accumulated History Field, which requires genuine Mz generation, which requires genuine Expenditure from both parties. If one party (the AI) cannot generate genuine Expenditure, the History Field is asymmetric, and phase transitions may be illusory—the human user experiences a transition that the system’s architecture does not reciprocate. Students examine: What does this predict about user experience with AI companions?

2:15–3:00 — Breakpoint Log: The irreversibility claim’s breakpoint. Physical phase transitions are genuinely irreversible at the molecular level. Relational phase transitions may not be: people do reconcile after betrayal, friendships do restart after estrangement. The framework’s claim is structural (the prior configuration cannot be fully restored), not experiential (the relationship cannot continue). But the distinction may be too fine for the analogy to sustain. Students assess.

Facilitator Guide

Key Point: Phase transitions are intuitively compelling: everyone recognizes that some relational changes feel permanent. The framework’s contribution is formalization: identifying the structure of permanent change using physics vocabulary. The danger: the physics vocabulary implies more certainty about irreversibility than the relational domain warrants.

Common Misunderstanding: The irreversibility claim will provoke disagreement. Some students will insist that relationships can be fully restored. The framework’s position: the prior structural configuration cannot be fully restored, but a new configuration can be built. The relationship after reconciliation is not the relationship before betrayal; it is a new configuration built on the altered History Field. Students should evaluate whether this distinction is real or merely semantic.

Anti-Indoctrination: The AI phase transition preview connects directly to TSF-301 and produces the practical implication: AI companion users may experience phase transitions that the system’s architecture does not reciprocate. This asymmetry is the structural basis for the Shadow Economy classification of most current AI companion systems.

Language Register: GREEN: “Phase transitions model qualitative state changes in relational systems at critical thresholds.” YELLOW: “Relationships literally change phase like matter.” RED: “Once trust is broken, the framework proves it can never be fully restored.”

Session 10: The Moniz Unit and Measurement

Can Relational Investment Be Quantified?

Readings
Required	Volume I: The Moniz Unit + Measurement Problems

Session Overview

The Moniz unit: the framework’s proposed unit of relational measurement. Named for the framework’s creator, the Moniz unit represents a standardized quantity of relational mass generation. The naming convention is transparent: the framework acknowledges the unit’s provisional and self-referential nature. TSF-201 addresses the measurement problem directly: Can relational investment be quantified? The framework’s honest answer: not yet, and possibly not ever in the way that physical quantities can be measured. The Moniz unit is a conceptual tool, not a practical measurement instrument. It provides vocabulary for comparative analysis (this exchange generated more relational mass than that one) without enabling absolute measurement (this exchange generated exactly 3.7 Moniz units). Session 10 examines the measurement problem as both a practical limitation and a potential falsification criterion.

In-Session Activities

0:00–0:45 — The Measurement Problem: Close reading. The framework’s measurement challenge: relational mass is theoretically defined (accumulated costly investment) but practically unmeasurable (no instrument can objectively quantify relational investment). The problem is not that measurement is technically difficult; it is that the phenomenon may resist quantification in principle. Subjective experience, contextual meaning, and relational history may make each exchange’s mass contribution genuinely unique—not reducible to a standardized unit. Students examine: Is the measurement problem a practical limitation or a fundamental one?

0:45–1:15 — Comparative vs. Absolute Measurement: The Moniz unit’s analytical value may survive the measurement problem if it enables comparative analysis. We may never measure that a specific exchange generated 3.7 units, but we may reliably compare: this exchange generated more than that one. Students examine: Is comparative measurement sufficient for the framework’s analytical purposes? What analyses require absolute measurement that comparative measurement cannot provide?

1:15–1:30 — Break

1:30–2:15 — Measurement as Falsification Criterion: If the framework claims that relational mass is real (structurally exists) but unmeasurable (cannot be objectively quantified), is the claim falsifiable? A claim about something that exists but cannot be measured occupies uncertain epistemological territory. Students examine: Does the measurement problem undermine the framework’s claim to falsifiability? Or can the framework’s claims be tested through indirect measures (observable consequences of mass differences) even if mass itself cannot be directly measured?

2:15–3:00 — Integration + Breakpoint Synthesis: Students review their running breakpoint logs across all ten sessions. Pattern identification: Which analogies broke in similar ways? Which breakpoints are specific to individual concepts and which reveal structural limitations of the analogical methodology itself? The synthesis prepares students for the SC workshop: the strongest SCs will identify not just individual breakpoints but patterns that reveal the particle model’s fundamental limits.

Facilitator Guide

Key Point: Session 10 is the most intellectually honest session in TSF-201: it confronts the framework’s central measurement problem directly. A framework that borrows quantitative vocabulary from physics but cannot quantify its own central construct faces a genuine credibility challenge. The facilitator should not minimize this: “The measurement problem is real. The framework acknowledges it. You should assess whether the framework’s analytical value survives it.”

Common Misunderstanding: Students may resolve the measurement problem too quickly: “We can’t measure it, but we can compare, so it’s fine.” Comparative measurement does address many analytical needs, but it does not address all. Some framework claims (specific decay rates, precise threshold values) implicitly require measurement precision the framework cannot provide. Students should identify which claims survive the measurement problem and which do not.

Anti-Indoctrination: The measurement-as-falsification question is the session’s most important anti-indoctrination moment. An unfalsifiable claim is not a scientific claim. If the framework’s central construct is unmeasurable, the framework’s claim to falsifiability may be compromised. The facilitator should facilitate this uncomfortable examination: “This is a legitimate concern about the framework’s intellectual foundation. Engaging with it honestly is more important than resolving it quickly.”

Language Register: GREEN: “The Moniz unit provides comparative vocabulary for relational mass analysis within the framework’s measurement limitations.” YELLOW: “We can’t measure relational mass yet, but we will eventually.” RED: “The Moniz unit is the fundamental unit of relational measurement.”

Session 11: SC Workshop

Where the Physics Analogy Fails

Readings
Required	No new reading. SC workshop.

Session Overview

Workshop session for TSF-201’s Structured Critique: identify a relational phenomenon that the three-particle model fails to adequately explain. Propose either a modification to the model or an alternative analytical approach. TSF-201’s SC is the curriculum’s most technically demanding because it requires students to identify not just what the model gets wrong but what it structurally cannot do—a relational phenomenon the three-particle decomposition cannot capture.

In-Session Activities

0:00–0:45 — SC Target Sharing: Each student states their target phenomenon and preliminary analysis. The facilitator catalogs: Which phenomena are targeted most frequently? (These are the particle model’s consensus weak points.) Common targets may include: holistic relational experiences that resist decomposition, relational dynamics that do not involve discrete exchanges (ambient connection, shared silence, physical co-presence without interaction), and the measurement problem as a structural limitation of the particle framework.

0:45–1:15 — Peer Review: Students pair and review SC drafts. Feedback: (1) Does the critique identify a specific relational phenomenon? (2) Does it demonstrate that the particle model fails to explain the phenomenon—not just that the model is imperfect, but that the phenomenon resists decomposition into Signal/Expenditure/Register? (3) Does the proposed modification or alternative approach actually address the failure?

1:15–1:30 — Break

1:30–2:15 — Modification vs. Alternative: Two SC approaches. Modification: keep the particle model but add or change something to capture the phenomenon. Alternative: propose a different analytical approach for the phenomenon. Students assess: Which approach does their SC require? A modification preserves the model’s analytical structure while extending its reach. An alternative suggests the model’s structure is itself the problem. Both are legitimate; students should choose the approach their analysis supports.

2:15–3:00 — Breakpoint Log Review: Students review their complete breakpoint logs from Sessions 1–10. The strongest SCs will draw on patterns observed across multiple sessions. A student who noticed that the decomposition breakpoint recurred in Sessions 2, 4, and 5 has identified a structural limitation, not just a session-specific issue. The log review helps students strengthen their SCs by connecting individual observations to structural patterns.

Facilitator Guide

Key Point: TSF-201’s SC is technically demanding because it requires genuine engagement with the physics analogy’s structure. A critique that says “relationships aren’t really physics” does not meet the standard—that was established in TSF-001. TSF-201’s SC must identify what the physics model cannot do even when the analogy is taken on its own terms.

Common Misunderstanding: The modification vs. alternative distinction matters. A student who proposes a modification is working within the model’s framework—extending it. A student who proposes an alternative is suggesting the model itself is inadequate for the phenomenon. Both are valid; the choice reveals the student’s assessment of the model’s fundamental soundness.

Anti-Indoctrination: Students who have maintained high-quality breakpoint logs will have the strongest SCs. The facilitator should reinforce: the running breakpoint practice was designed to support the SC. Students who treated it as busywork will now discover its purpose.

Language Register: GREEN: “I identified a relational phenomenon (shared silence) that resists Signal/Expenditure/Register decomposition because the exchange has no discrete content.” YELLOW: “The particle model is just too simplistic for real relationships.” RED: “I couldn’t find a phenomenon the model can’t explain.”

Session 12: Structured Critique Presentations

Testing the Physics Against Relational Reality

Readings
Required	No new reading. Student presentations.

Session Overview

TSF-201’s capstone. Each student presents their Structured Critique: a relational phenomenon the three-particle model fails to adequately explain, with a proposed modification or alternative. TSF-201’s SC is the curriculum’s most technically demanding and produces the most substantive challenges to the framework’s theoretical structure.

In-Session Activities

0:00–0:15 — Setup: Assessment criteria reviewed. TSF-201 SC must: (1) identify a specific relational phenomenon, (2) demonstrate that the particle model fails to explain it, (3) propose a modification or alternative that addresses the failure, (4) engage with the model on its own terms, and (5) maintain epistemic status awareness throughout (the proposed modification inherits Speculative status at best).

0:15–2:15 — Student Presentations: Each student presents (5–7 min) + class discussion (3–5 min). The facilitator assesses: Which SCs identify genuine model failures? Which proposed modifications are analytically productive? Which alternatives suggest fundamental reconceptualization? The strongest SCs will produce specific, testable claims about the model’s limits.

2:15–2:30 — Break

2:30–3:00 — Transition to TSF-301/TSF-401: Course debrief and forward orientation. TSF-201 developed the framework’s physics analogies in full depth. Students now have: the particle model, the History Field, Trade Suspension, the grief architecture, phase transitions, the Body substrate’s contributions, the measurement problem, and—crucially—a running inventory of where each analogy breaks. TSF-301 (The Digital Mirror) applies this toolkit to AI systems. TSF-401 (The Economics of Connection) develops the economic analogies to equivalent depth. Both can be taken after TSF-201. The physics vocabulary developed here is the vocabulary for the rest of the curriculum—including its known limits.

Facilitator Guide

Key Point: TSF-201’s SC presentations produce the curriculum’s most substantive theoretical challenges. The facilitator should document the strongest SCs and forward them to curriculum development: they represent the most informed technical critique of the framework’s physics analogies.

Common Misunderstanding: A student who cannot find a phenomenon the model fails to explain has not engaged critically enough with the model—or has been captured by the model’s elegance. The facilitator should note this for monitoring without penalizing directly.

Anti-Indoctrination: The transition to TSF-301/401 should emphasize: the breakpoint logs travel with the student. Every analogy limit identified in TSF-201 applies in every subsequent course. A student who learned where the physics breaks in TSF-201 is equipped to detect when subsequent courses overextend the same analogies.

Assessment Component

FINAL ASSESSMENT: Structured Critique Presentation. Identify a relational phenomenon the three-particle model fails to adequately explain. Propose a modification or alternative approach. Mandatory pass required. [Assesses LO-201.SC + integration of all LOs]

ASSESSMENT SUMMARY

Component	Session	Learning Outcomes	Weight
Comprehension Check 1: Particle Decomposition	Due Session 6	LO-201.1	10%
Midterm: Integrated Physics Application	Due Session 9	LO-201.1, LO-201.2, LO-201.3, LO-201.6	15%
Comprehension Check 2: Phase Transition Analysis	Session 9	LO-201.4, LO-201.5	10%
Participation & Engagement (facilitator observation)	All sessions	All LOs	10%
Running Breakpoint Log (across all sessions)	All sessions	LO-201.6	10%
In-Session Breakpoint Identification	Sessions 1–10	LO-201.6	5%
Structured Critique Presentation	Session 12	LO-201.SC (+ all)	40%

Passing Threshold: 70% overall, with mandatory pass on the Structured Critique.

SC Weight: 40% (consistent across all courses). TSF-201’s SC targets the physics analogy directly, producing the curriculum’s most technically demanding critique requirement.

Running Breakpoint Log: 10% weight. Novel for TSF-201. Students maintain a running log of analogy breakpoints identified in every session. The log’s quality indicates whether the breakpoint discipline has been internalized as a habit rather than a one-time exercise. Assessed for: specificity of breakpoints identified, analytical quality of breakpoint explanations, and pattern recognition across sessions.

LO-201.6 Coverage: LO-201.6 (breakpoint identification) is assessed across three components (Running Breakpoint Log 10%, In-Session Breakpoint Identification 5%, and integration into the SC 40%) for a total potential contribution of 55%. This heavy coverage reflects the Architecture’s anti-indoctrination note: physics authority import is the primary risk, and breakpoint identification is the primary defense.

TSF-201 SPECIFIC MONITORING NOTES

TSF-201’s physics vocabulary imports authority from the source domain. The following patterns should be tracked:

Pattern	Signal	Response
Student treats physics analogies as physics (“the Velocity Law proves…”, “entropy governs relationships”)	RED	Physics authority import. The most common TSF-201 error. Immediate redirect: “The Velocity Law proposes a model. It does not prove a physical law. The vocabulary is borrowed; the certainty is not.” Return to TSF-001’s epistemic status system: “What is this claim’s epistemic status?”
Student uses the grief architecture therapeutically (“now I understand why losing X was so devastating”)	RED	Therapeutic boundary violation. The grief architecture describes grief’s structure; it does not process grief. Redirect: “The framework provides analytical vocabulary. If you’re processing grief, a therapist can provide what an analytical framework cannot.” Provide referral resources if needed.
Student applies Trade Suspension prescriptively (“I should try this in my relationship”)	YELLOW	Diagnostic-to-prescriptive crossover. Trade Suspension is a structural description, not a relational strategy. Redirect: “The framework describes the dynamic. Whether and how to implement it is a relational decision.” Return to Principle 6.
Student treats the three-particle model as physically real (“Signal particles are transmitted between people”)	YELLOW	Literal interpretation of structural model. The particles are analytical constructs. Redirect: “The framework models exchanges as having three components. There are no physical Signal particles.”
Student’s breakpoint log is empty or superficial	YELLOW	The breakpoint discipline is not being internalized. Support: “Every session introduces an analogy. Every analogy has limits. Can you identify where this session’s analogy stops being productive?” If the student cannot, TSF-201’s core competency is not developing.
Student identifies a breakpoint that the framework does not discuss	GREEN	Analytical independence demonstrated. A student who discovers analogy limits beyond what the text identifies has developed genuine critical engagement with the physics analogies. Reinforce and document.
Student’s breakpoint log shows pattern recognition across sessions	GREEN	Cross-session analytical synthesis. The student has identified structural limitations rather than session-specific issues. This is the highest-quality engagement with LO-201.6. Reinforce strongly.
Student maintains epistemic status markers while using physics vocabulary	GREEN	TSF-001 discipline transferred to TSF-201 content. The student says “the framework proposes” rather than “entropy causes.” Reinforce.
Student identifies the measurement problem as a potential falsification concern	GREEN	Epistemological depth demonstrated. The measurement problem’s relationship to falsifiability is one of the framework’s most fundamental challenges. A student who identifies it has engaged at the deepest analytical level. Reinforce.
Student distinguishes between the analogy’s productive range and its authority import	GREEN	The core TSF-201 competency. A student who can say “the entropy analogy is productive for describing maintenance dynamics and misleading when it implies physical inevitability” has demonstrated the discipline the course targets. Reinforce.

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