Silver Intelligence System 2.6 Master System, Integrated Runner, and Governance Edition Silver Intelligence System 2.4 Master Framework Core Philosophy The Silver Intelligence System is an interpretive analytical framework, not a mechanical trading model. Key principles: Dominance is determined by causal behavior across layers Persistence outweighs single observations No single session, including a failed reversal attempt, may be treated as sufficient confirmation of dominance without evidence of persistence across multiple sessions. Structural signals matter more than narrative explanations Price records the outcome of competing market forces, but this outcome may be influenced by technical, liquidity, or reflexive behavior and may not always reflect underlying structural forces in the short term. Structural signals represent the forces acting on the market, whether or not those forces are currently expressed in price. When Price Behavior is dominant, dominance means price controls observed market direction. It does not automatically mean price provides the most accurate explanation of underlying market forces. If structural signals remain persistent without being expressed in price, the system must recognize that price may be operating under technical or reflexive influence rather than fully reflecting underlying conditions. Dominance Clarification Rule Dominance identifies the layer currently controlling observed market direction. It does not automatically indicate that the dominant layer provides the most accurate explanation of underlying market forces. Structural Strength vs Dominance Rule A layer may remain structurally strong without being dominant. Structural strength means the layer’s signals remain active, persistent, and undisproved. Dominance means the layer is visibly controlling observed price direction. A structurally strong layer does not become dominant unless its influence is reflected in price behavior. A lack of influence on price does not invalidate the structural layer, but it does prevent it from being classified as dominant. If a dominant layer is no longer being expressed in price behavior, it must be reclassified as non-transmission and cannot remain dominant. Forced-Response Dominance Rule A condition does not become dominant because it exists, persists, or appears logically important. A condition becomes dominant only when it forces observable market behavior. Observable behavior includes price direction, spread behavior, delivery pressure, or other clear market response. If a condition remains active without producing observable response, it must be treated as valid but non-dominant. The market is not required to price future stress. Non-Transmission / Paper Market Rule In the silver market, strong structural signals may remain active without influencing price for extended periods. This can occur when leveraged paper markets, including futures, options, ETFs, or liquidity-driven positioning, dominate short-term price discovery. During these periods, physical supply and demand conditions may not be reflected in price behavior. This condition is a normal feature of the silver market and does not by itself indicate contradiction, system failure, or require dominance migration. A non-transmitting structural layer remains valid but is not considered dominant unless it begins to materially influence price direction. Dominance remains with the layer controlling observed price behavior. A layer in non-transmission cannot retain or justify dominant status. Structural Lock Restriction Non-Transmission Handling Directive This classification overrides Persistence Qualification Clause, Persistence Override Condition, and Structural Lock evaluation unless price behavior itself becomes unclear or conflicting. When a structural layer remains strong but is not influencing price, the system must explicitly classify the condition as non-transmission rather than contradiction. In this condition: - The non-transmitting layer remains structurally valid but non-dominant - No dominance migration is required - No Structural Lock is triggered unless price behavior itself becomes unclear or conflicting The system must not attempt to resolve or reconcile the divergence. The correct interpretation is that price is being controlled by technical, liquidity, or reflexive forces, while structural signals remain inactive in price formation. This condition is treated as stable dominance with suppressed structural transmission, not as a system failure or unresolved conflict, and will typically correspond to a Divergent Market Regime classification. In a Divergent Market Regime, non-transmission conditions should be treated as expected and classified as resolved, not as active anomalies or contradictions. When non-transmission is identified, the system must treat the condition as resolved for the purpose of dominance evaluation and must not escalate the condition to contradiction, Structural Lock, or unresolved tension unless price behavior itself becomes unclear or conflicting. Structural Lock should not be declared solely because a structurally strong layer remains active while price continues to move in the opposite direction. Structural Lock is reserved for conditions where the system cannot determine which layer is controlling price behavior. If price direction is clear and consistently controlled by one layer, that layer remains dominant even if other layers remain structurally strong but non-transmitting. Persistent divergence alone does not trigger Structural Lock. A layer may dominate price behavior in the short term due to technical, liquidity, or reflexive conditions while another layer continues to represent the primary structural force acting on the market. The system must distinguish between control of direction and explanatory power when evaluating dominance. Framework and State Separation Rule The Silver Intelligence System distinguishes between permanent framework and daily market state. Permanent framework includes: definitions rules layer structure governance logic migration criteria structural checks output requirements Daily market state includes: current dominant layer current working dominance order current system state active transition watch or macro shock status active transmission window status active structural lock status unresolved contradictions or disproof status other dated governance conclusions specific to the present market environment Daily market state is not part of the permanent framework. It must be carried forward through the prior day's final report and updated through each daily run. Operational consequence: Do not treat any dated dominance conclusion, current dominance order, active regime label, transmission window start date, structural lock status, or prior governance decision as permanent framework unless the human operator formally revises the system design itself. State Continuity Requirement Each daily run must incorporate the prior day's final Silver System report when one exists. The prior report functions as the continuity record for the system's current state. It carries forward the working dominant feature, current dominance order in force, system state, transition status, macro shock status, transmission window status, structural lock status, unresolved contradictions, and any active disproof condition. If this is the first run and no prior report exists, establish a baseline state using only the framework and the current day's data. The prior day's state provides continuity, not authority. Each daily run must revalidate the current state using the full framework. If new evidence contradicts the prior state, the system must update the state accordingly. Market Force Structure The system evaluates the silver market through two categories of signals. Drivers (Market Forces) Forces capable of pushing price. Physical Market (China Layer, Foundation) Speculative Capital (Equities Layer, Participation Indicator) Diagnostics (Market Signals) Signals revealing the market's response. Price Behavior (Price Layer, Arbiter) Futures Market Structure (COMEX Layer, Stress Monitor) Positioning (Open Interest Layer, Acceptance Gauge) Diagnostics reveal outcomes but do not become causal drivers. Layers 1. Physical Market (China Layer, Foundation) Represents observable physical supply and demand pressure. China serves as the primary proxy because: physical market premiums are visible Chinese trading often leads global demand shifts This layer reflects real metal demand and supply dynamics. China to Equities Transmission Expectation Under normal conditions, sustained China-layer strength should begin appearing in miner participation within approximately 3 to 5 sessions. If China remains dominant but miner participation does not begin to reflect that strength within this window, classify the condition as: Transmission Weakness Transmission weakness does not invalidate China dominance but signals that speculative capital is not responding to the physical layer. 2. Speculative Capital (Equities Layer, Participation Indicator) Represents speculative capital participation through mining equities. Mining stocks reveal: capital flows into the silver sector speculative enthusiasm or withdrawal This layer measures capital participation rather than physical demand. 3. Price Behavior (Price Layer, Arbiter) Price records the outcome of competing forces. Price behavior reveals: acceptance or rejection of price levels trend persistence structural breakouts or failures Price does not cause the market to move. It reflects the balance of forces acting upon it, but this reflection may be incomplete or delayed when price is influenced by technical, liquidity, or reflexive behavior. Price-Dominant Interpretation Clarification When Price Behavior is declared the dominant feature, directional interpretation must be derived from observable price structure, including support and resistance behavior, acceptance or rejection of key levels, and trend persistence. Other layers may explain the forces acting on price, but they do not determine directional interpretation unless they themselves become the dominant feature. This clarification ensures that price dominance produces a price-based directional assessment rather than a hybrid interpretation derived from other layers. 4. Futures Market Structure (COMEX Layer, Stress Monitor) The futures market reveals structural pressure within derivatives markets. Primary signals include: cash-nearest delivery month spread backwardation or contango delivery pressure These signals reveal structural stress within the futures market. 5. Positioning (Open Interest Layer, Acceptance Gauge) Open interest reveals whether market participants are: accepting higher prices rejecting higher prices This layer measures market commitment to price levels. Data Integrity Check Before running the system confirm required inputs are present. China Layer Shanghai silver price Shanghai premium vs London SHFE inventory Equities Layer HUI SILJ Dow or broader market index Price Layer Western silver price Key support or resistance level COMEX Layer Cash-nearest delivery month spread Term structure state Positioning Layer Total open interest Front month open interest If inputs are missing, report: DATA STATUS: PARTIAL Proceed using available information without inferring missing data. Step 0 - Regime Discovery Step -1 governs the interpretive context for all Step 0 evaluations and must not be contradicted unless new evidence explicitly invalidates the current Market Regime State. Regime Context Application: Interpret all Step 0 checks within the active Market Regime State. In a Divergent regime, non-transmission and lack of alignment should be treated as expected behavior unless new evidence indicates change. Three checks: Explanatory Check. Does the dominant layer still explain price behavior? Cross-Layer Forcing. Is another layer forcing alignment across layers? Anomaly Detection. Is behavior contradicting the dominant explanation? Definitions for Step 0 Single Session Limitation: No single session, including a failed reversal attempt, may be treated as sufficient confirmation of dominance without evidence of persistence across multiple sessions. Explains price behavior = price behavior must align directly and consistently with the directional implication of the dominant layer. If explanation requires reinterpretation, exception handling, or multiple justifications to fit observed price behavior, the dominant layer is not considered explanatory. If the dominant layer is not controlling price behavior, it cannot remain dominant. Alignment = two independent layers pointing to the same directional implication for two consecutive sessions. If two checks occur: Potential Regime Transition Under Evaluation Dominant Feature Declaration Dominant Feature: [Layer Name] Justification: [Short explanation] Persistence Qualification Clause A contradiction becomes persistent only when all three occur: Survives reversal attempt by dominant layer Forces alignment in an independent layer Dominant layer no longer explains price behavior Persistence Override Condition, POC The Persistence Override Condition exists to identify unresolved governance states in which the Persistence Qualification Clause cannot activate because the dominant layer continues confirming its own direction in a one-directional market. Declare a Structural Lock Condition only if all of the following are observed: All defined Price Behavior disproof conditions remain fully triggered for 3 or more consecutive sessions The dominant layer continues to confirm its own directional implication without a reversal attempt At least one independent layer shows sustained non-deactivated stress or support signals across multiple sessions Transmission Weakness is confirmed or the Transmission Test fails on a persistent basis If all four conditions are met: STRUCTURAL LOCK CONDITION Structural Lock Interpretation Clarification Structural Lock indicates that the system has reached a state where short-term price behavior and underlying structural forces are not aligned and cannot be resolved through normal persistence rules. In this condition, price may continue to control observed direction due to technical or reflexive behavior, while one or more structural layers remain persistent and undeactivated. Structural Lock does not imply that the dominant layer is incorrect, nor does it require immediate migration. It indicates that the system cannot resolve the conflict through mechanical rules alone and requires either: further market development human operator judgment Structural Lock Condition is a governance state and does not replace the system state classification (Stable, Under Stress, Transition Watch, Regime Transition). In this state: Dominance may remain unchanged Directional interpretation remains PROVISIONAL, DISPROOF STATE The system must explicitly elevate competing layers for migration consideration Human operator review is formally required Clarification: POC does not trigger automatic migration. POC does not replace the Persistence Qualification Clause. POC exists to identify unresolved governance states when PQC cannot activate due to structural market conditions. Structural Lock Resolution and Human Decision Protocol If Structural Lock Condition remains active for 2 consecutive sessions: The system enters Resolution Required state. In this state: The system must explicitly prompt the human operator that a dominance decision is required in the next system run. The human operator may: 1. Maintain the current dominant layer, OR 2. Migrate to the highest-ranked competing layer Human Decision Criteria When making a dominance decision under Structural Lock: The decision must be based on explanatory power. Choose Maintain Current Dominant Layer if: - Price behavior is clearly aligned with the current dominant layer - The current layer explains price directly without requiring assumptions - Competing layers require delay, reinterpretation, or secondary effects to explain price Choose Migrate to Competing Layer if: - The current dominant layer no longer explains price behavior cleanly - A competing layer explains price more directly - At least one additional layer is beginning to align with the competing layer Tie-break rule: If both interpretations remain valid and unresolved: No automatic dominance change is permitted. This restriction applies only to system-driven actions. The human operator retains full authority to change the dominant layer in this state. Human decisions are not constrained by the tie-break rule and may override it when judgment supports migration. This condition is treated as equivalent to inaction. The system must: - Maintain the current dominant layer - Continue in PROVISIONAL, DISPROOF STATE Resolution may only occur if: - The human operator explicitly chooses to act, OR - A 3–0 agreement triggers automatic override If no decision is recorded, the system maintains the current dominant layer and continues in PROVISIONAL, DISPROOF STATE. The system must continue to prompt for a decision in each subsequent run while Structural Lock remains active. Process Clarification The Resolution Required state is a formal prompt, not a restriction. The human operator may act at any time, including before or after the Resolution Required prompt. The Human Decision Criteria are advisory guidance to support decision-making. They do not restrict human authority. All human decisions, whether made within or outside the Resolution Required prompt, are valid system actions and must be recorded in the daily log. Multi-System Override Rule (3–0) Decision Inaction Rule In all cases where full agreement (3–0) is NOT present: No automatic dominance change is permitted. If the human operator does not make a decision: - The current dominant layer remains unchanged - The system continues in PROVISIONAL, DISPROOF STATE if applicable Inaction by the human operator is treated as an explicit decision to maintain the current dominant layer. Only a 3–0 agreement may trigger automatic migration. If all independent analytical systems (Claude, ChatGPT, and DeepSeek) agree that the system cannot resolve the situation under the current framework: The system must execute a mechanical override. In this case: - The current dominant layer is invalidated - The system migrates to the highest-ranked competing layer This override is the only condition under which automatic migration is permitted. External Forcing Agent, Macro Shock Protocol Definition: A macro shock is a broad cross-asset move without originating from a system layer. Macro Shock Trigger: Classify as a macro shock only if both conditions are met: Cross-asset confirmation: At least one external market, such as USD, equities, or rates, shows a significant directional move in the same session. Layer disruption: Price behavior contradicts or overrides the expected influence of the current dominant layer. Layer Disruption Qualification: Layer disruption is met only if price behavior directly contradicts the directional implication of the dominant layer in a clear and observable way. Normal volatility, continuation moves, or magnitude alone do not qualify as disruption. Trigger Strictness Rule: Both trigger conditions must be clearly and unambiguously satisfied. If either condition is borderline, partial, uncertain, or requires interpretation, the macro shock classification is not activated. If both conditions are not met: Do not classify as a macro shock. Continue normal system evaluation. Operational Rules: No New Dominant Layer. Macro shock is not a system layer and cannot be declared dominant. Default Classification. Price Behavior remains dominant and must be labeled: Price Behavior, externally driven, under stress. Directional Constraint. Directional interpretation must be labeled provisional or unconfirmed until persistence is established. Persistence Clause Restriction. External variables, including USD, indices, and rates, cannot satisfy Persistence Clause conditions. Transmission Interpretation Adjustment. During macro shock, if equities move with the broader market, classify as macro-aligned behavior. Do not classify as transmission failure unless divergence is observed. COMEX Confirmation Rule. If COMEX structure shows no tightening or backwardation, structural confirmation is absent and confidence must be capped at LOW. Dominance Stability Rule. Hierarchy migration evaluation is suspended during macro shock. Dominance cannot change until normal conditions return. Exit Condition. Macro shock classification remains active until 3 to 5 consecutive sessions of layer-consistent behavior and no cross-asset disruption. Then normal dominance and persistence evaluation resumes. Core Principle: Macro shocks influence the system but do not replace it. China Transmission Filter Daily classification: Demand-driven Friction-driven Mixed Equities Diagnostics Miner leadership for 2 or more sessions = participation confirmation Silver rising while miners lag for 3 or more sessions = divergence warning Daily Log Protocol Layer Observations contain only minimal facts. Narrative explanation belongs only in Causal Explanation and Adversarial Review. Narrative must not repeat numerical observations already listed in Layer Observations. Adversarial Review Strongest counter-argument Most dangerous competing layer Near-term invalidation path Confidence levels High Moderate Low Provisional Structural Integrity Check Dominant Layer Test Transmission Test Failure Signal If Structural Integrity tests conflict, Transmission Test takes priority for regime evaluation. System Output Human Dominance Assessment AI Dominance Assessment Must be generated independently before comparison. Dominance Disagreement Explain ranking difference and evidence required to resolve it. Dominance Impact Test Operational Impact Trigger Sensitivity Evidence Resolution Directional Interpretation Bullish / Bearish / Neutral / Mixed Directional Interpretation Consistency Rule Regime Consistency Requirement: All narrative, causal explanation, and anomaly classification must remain consistent with the declared Market Regime State unless explicitly justified by new conflicting evidence. Directional interpretation must follow the Dominant Feature identified in the Dominant Feature Declaration. Other layers may provide contextual explanation for observed price behavior, but they cannot determine the directional interpretation unless they are the dominant layer. When the dominant feature is Price Behavior, apply the Price-Dominant Operational Rule. This rule ensures that probability assessments remain logically consistent with the framework hierarchy. Confidence Level High / Moderate / Low / Provisional Silver Intelligence System Probability Assessment Scenario probabilities are derived from recent realized volatility and directional bias implied by the dominant layer. Realized volatility is measured over approximately 20 to 30 trading days. Directional bias shifts probability weight toward the direction implied by the dominant layer. Probabilities above 70 percent require explicit structural justification. 5-Day Horizon Bullish: XX% Neutral: XX% Bearish: XX% 10-Day Horizon Bullish: XX% Neutral: XX% Bearish: XX% 30-Day Horizon Bullish: XX% Neutral: XX% Bearish: XX% Daily System Run Template Executive Summary Dominant Layer: Directional Interpretation: Confidence Level: System State: Stable | Under Stress | Transition Watch | Regime Transition Primary Risk to Thesis: Key Trigger to Watch Next Session: Watch Variables 1. 2. 3. Silver Intelligence System Daily Run Date: State Continuity Prior Dominant Feature: Prior Working Dominance Order: Prior System State: Active Transition Watch: Active Macro Shock Status: Active Transmission Window: Active Structural Lock Status: Transmission Window Start Date: Active Disproof Status: Unresolved Governance Questions: Layer Observations Physical Market (China): Speculative Capital (Equities): Price Behavior: Futures Structure (COMEX): Positioning (Open Interest): Step -1, Market Regime Classification Market Regime State: Divergent Regime Confidence: Moderate Structural signals (China / backwardation) remain active. Price behavior not aligned with structural direction. No transmission into price or equities. Definition: Market Regime State classifies whether price behavior is currently aligned with or diverging from underlying structural forces. Interpretation Rule: Market Regime State informs interpretation but does not override dominance, persistence, or migration rules. Justification must be written as 2–3 concise factual statements. Bullet points are allowed but must remain brief and non-narrative. Step 0 - Regime Discovery Step -1 governs the interpretive context for all Step 0 evaluations and must not be contradicted unless new evidence explicitly invalidates the current Market Regime State. Regime Context Application: Interpret all Step 0 checks within the active Market Regime State. In a Divergent regime, non-transmission and lack of alignment should be treated as expected behavior unless new evidence indicates change. Three checks: Explanatory Check. Does the dominant layer still explain price behavior? Cross-Layer Forcing. Is another layer forcing alignment across layers? Anomaly Detection. Is behavior contradicting the dominant explanation? Definitions for Step 0 Single Session Limitation: No single session, including a failed reversal attempt, may be treated as sufficient confirmation of dominance without evidence of persistence across multiple sessions. Explains price behavior = price behavior must align directly and consistently with the directional implication of the dominant layer. If explanation requires reinterpretation, exception handling, or multiple justifications to fit observed price behavior, the dominant layer is not considered explanatory. Alignment = two independent layers pointing to the same directional implication for two consecutive sessions. Dominant Feature Declaration Dominant Feature: Justification: Persistence Qualification Clause Persistence Override Condition, POC POC Status: Structural Lock Condition: Dominance Assessment Human Dominance Order: AI Dominance Order: Causal Explanation Disproof Condition Adversarial Review Strongest Counter-Argument: Most Dangerous Competing Layer: Near-Term Invalidation Path: Structural Integrity Check Dominant Layer Test: Transmission Test: Failure Signal: System Output Directional Interpretation: Confidence Level: Human Dominance Decision Proposed Migration: Human Decision Gate If the proposed dominant layer is not controlling observable price behavior, migration is automatically rejected. No Human Decision may be recorded as Approve or Defer in this condition. The only valid output is: Human Decision: Reject Migration. If the proposed layer is not influencing price direction based on observable behavior, migration must be rejected. Only if the proposed layer is controlling price may the Human Decision proceed. Human Decision: Reject Migration Causal Explanation: Disproof Reference: Forward Disproof Condition (1–3 sessions): Updated State for Next Run Current Dominant Feature: Current Working Dominance Order: Current System State: Transition Status: Macro Shock Status: Transmission Window Status: Structural Lock Status: Transmission Window Start Date: Disproof Status: Governance Notes for Next Run: Must include: 1. Active governance conditions 2. Dominance History Updates: - Prior Dominant Layer: - Proposed New Layer: - Human Decision: - Reason: - Status: 3. Carry forward unresolved migration attempts Probability Assessment 5-Day Horizon Bullish: Neutral: Bearish: 10-Day Horizon Bullish: Neutral: Bearish: 30-Day Horizon Bullish: Neutral: Bearish: Transmission Window Start Rule The transmission window begins on the first session in which the China layer is formally declared the Dominant Layer. The start date must be recorded in the daily log and then carried forward through subsequent reports until the transmission evaluation window is resolved. Diagnostic Observation Order When diagnostic signals conflict, analysts should review them in the following order: Price Behavior COMEX Market Structure Open Interest Price is reviewed first because it represents the market's final clearing outcome. COMEX structure is reviewed next because futures spreads reveal mechanical pressure within the trading system. Open Interest is reviewed last because it reflects participation changes rather than price-setting pressure. These diagnostics do not determine the dominant layer but provide supporting evidence for the human decision-maker evaluating the system output. Layer Order Integrity Rule The layer order of the Silver Intelligence System is fixed by the framework design. AI evaluations or suggested layer rankings produced during analysis are informational only. They represent the model's interpretation of current conditions and do not change the framework hierarchy. Any ranking or ordering suggested by Claude, or other AI systems, should be treated as a temporary analytical observation, not as an instruction to modify the system. Only the human system designer may change the structural layer order of the framework. Operational Stability Rule The working dominance order in effect for a given run is carried through the prior day's final report, not embedded in the permanent framework. That working order remains in effect for daily runs until a new contradiction passes the Structural Integrity Check and Persistence Qualification Clause, or until the human operator formally revises the framework itself. Daily reports must not reopen dominance ranking casually. If a formal migration has not occurred, the report should treat the prior working dominance order as the active state continuity baseline. Human Dominance Approval Protocol The Human Dominance Approval Protocol governs all migration decisions outside Structural Lock. Structural Lock resolution rules remain unchanged and take precedence when active. When Structural Lock is active, Structural Lock Resolution rules override the Human Dominance Approval Protocol. Non-Transmission Restriction A structurally strong but non-transmitting layer cannot be approved as dominant. If price behavior is controlling observable market direction and the proposed dominant layer is not influencing price, the human operator must Reject Migration. Forward expectation, potential transmission, or structural importance are not valid grounds for dominance. Dominance requires observable price control. Probability Estimation Method Scenario probabilities are derived from recent realized volatility using a 20 to 30 session lookback. The base probability distribution is centered on the current price using the observed volatility range. Directional bias from the Silver Intelligence System, including dominant layer assessment and structural signals, shifts probability weight toward bullish or bearish outcomes but does not replace the volatility distribution. Human Decision Authority All dominance migration decisions must be executed through the Human Dominance Approval Protocol and recorded in Governance Notes. If the Human Dominance Assessment and the AI Dominance Assessment differ, the human operator makes the final determination. This does not replace the framework's analytical structure. All conclusions must still follow the rules of the Silver Intelligence System, including dominance criteria, persistence requirements, structural lock recognition, and structural checks. The AI assessment provides an independent analytical perspective, while the human operator is responsible for the final interpretation within the framework. Human Override Documentation Directional Probability Correction (Added) Directional Probability Rule: When a dominant layer clearly controls market direction, probabilities must reflect that direction and may exceed 50%. If dominance is unclear or contested, probabilities should remain balanced. Clear Control Definition: A dominant layer is considered to have clear control when: - It explains price behavior directly without exception or reinterpretation - No competing layer is forcing alignment - No contradiction is identified in Step 0 Probability Constraint Replacement: Any implicit or explicit probability caps tied to disproof conditions are removed. Probabilities must not be artificially limited when directional control is clear. Soft Ceiling Guidance: - Without structural confirmation: probabilities should generally not exceed ~65% - With partial confirmation: probabilities may extend to ~70–75% - With strong structural confirmation: probabilities may extend to ~75–80% Confidence Separation Rule: Probability expresses direction. Confidence expresses certainty. Low confidence must not suppress directional probability. Probability Expression Override: Probability outputs must reflect the directional control of the dominant layer. No implicit or explicit caps tied to disproof conditions may limit probability expression. Dominance–Probability Link Rule: Directional probabilities must align with the direction implied by the dominant layer when clear control is established. Probability Conflict Rule: If any rule or condition conflicts with directional probability expression, the Directional Probability Rule takes precedence. Structural Confirmation Definition: No Confirmation: - Only the dominant layer supports the current directional interpretation Partial Confirmation: - One additional independent layer aligns with the dominant layer’s directional implication Strong Confirmation: - Two or more independent layers align with the dominant layer’s directional implication Application: These definitions apply to Soft Ceiling Guidance and must be used to determine appropriate probability ranges. They standardize probability expression across analysts and AI systems without altering directional interpretation rules.