Primary technical disclosure
Secondary technical
Affective State as the Seventh Structural Field Deterministic, policy-bounded data structure encoding valence-weighted feedback that modulates deliberation dynamics including uncertainty sensitivity, ambiguity tolerance, novelty appetite, persistence, escalation, risk sensitivity, and cooperation disposition.Named Control Field Modulation Architecture Each named control field of the affective state modulation layer is a tuple of current magnitude, decay rate, policy-defined ceiling and floor, and timestamp, independently readable, writable, and auditable in lineage.Affect-Modulated Promotion Thresholds Affective state raising or lowering the minimum score required for candidate mutations to advance through evaluation stages, producing experience-driven selectivity.Deterministic Affect Encoding and Update Mechanics State transition function producing identical outputs given same agent state, observations, and policy, with every update recorded in lineage for reproducibility.Emotional Decay Curves With Hysteresis Exponential decay toward a policy-defined baseline with semantic hysteresis, where asymmetric update rules apply negative valence updates at a higher rate than positive ones to produce a built-in caution bias.Entropy-Governed Valence Stabilization Entropy-governed valence stabilization damps oscillatory affective behavior by progressively lengthening a named control field's effective decay time constant, inside the deterministic policy-bounded update pipeline.Affective Inheritance in Delegation Chains Selective transmission of parent affective state to child agents through policy-governed inheritance masks with depth limits and return channels.Emotional Quarantine and Volatility Management Circuit-breaker restricting agent operational scope when composite volatility metric exceeds threshold, including elevated thresholds, suspended delegation, and additional validation.Affect-Modulated Trust Slope Validation Validating agent's uncertainty and risk sensitivity modulating strictness of trust slope continuity criteria when evaluating potential delegates.Biological Signal-to-Affective Coupling Pipeline translating human physiological indicators such as heart rate variability, galvanic skin response, and vocal prosody features into agent affective updates through a policy-governed, confidence-gated coupling function.Affective Contagion in Multi-Agent Systems Formalized model of affective propagation through delegation, interaction exposure, and broadcast channels with anti-spiral mechanisms including contagion damping and aggregate limits.Affect-Modulated Discovery Traversal Discovery object's affective state modulating transition scoring and selection during semantic index traversal, producing different trajectories through the same index.Affect-Governance Separation Affective state cannot override governance authority, truth validation, policy compliance, or trust slope validation, maintaining strict architectural separation of concerns.Policy-Bounded Affective Updates Every affective update constrained by range bounds, rate limits, admissible triggers, update authority, and decay governance specified in the policy reference field.Affect as Cross-Primitive Input Affective state serving as structured input to confidence computation and forecasting operations, creating a feedback loop where cumulative experience modulates willingness to execute and speculative planning.Affect-Modulated Inference Integration Agent affective state influencing how LLM-proposed mutations are evaluated, accepted, rejected, or queued within the mutation evaluation pipeline.Substrate-Agnostic Affect Deployment Affective state mechanisms implemented across centralized, federated, decentralized, and embodied substrates with substrate-aware adaptation for each deployment topology.Pseudonymous Emotional Operation Affective state operating as internal modulation parameter not externally readable, with a privacy model preserving pseudonymous identity while affect governs internal behavior.Temporal Cognition Field Cognitive domain field encoding subjective relationship to time including urgency, patience, and deadline pressure that modulates forecasting horizons, promotion thresholds, empathy weighting, and confidence.
Applications · general
How to Build a Companion AI That Keeps Emotional Consistency Across Sessions Companion chatbots lose emotional continuity between sessions because they rebuild personality from prompts instead of carrying persistent affective state. This article shows how deterministic affective-state fields with asymmetric update, exponential decay, and emotional quarantine, disclosed in US Patent Application 19/647,395, let a companion agent keep genuine, governed emotional consistency across sessions and long absences.Therapeutic AI Agents: Governed Emotional State for Mental Health Software Under Clinical Constraints How the deterministic affective state primitive enables therapeutic and mental health AI agents that track patient emotional dynamics, maintain bounded therapeutic affect, and stay within clinical safety envelopes through governed, auditable emotional fields rather than emergent language-model behavior.Persistent Affective State for Customer Service AI Agents: Beyond Per-Message Sentiment How deterministic, policy-bounded affective state (US Patent Application 19/647,395) lets customer service AI agents calibrate tone, escalation tendency, and resolution posture from persistent emotional context that survives transfers, instead of per-message sentiment analysis.AI Companion Agents for Elderly Care: Emotional Continuity and Mood Monitoring with Deterministic Affective State How the deterministic Affective State field of United States Patent Application 19/647,395 enables AI companion agents for elderly care that hold emotional continuity across days and weeks, flag mood changes indicating health concerns, and adapt interaction to each resident's evolving baseline under auditable governance.Crisis Response AI Agents That Stay Calm: Governed Affective State for Emergency Operations How a deterministic, policy-bounded affective state field gives crisis response AI agents calibrated urgency, panic resistance through emotional quarantine, and auditable disposition under escalating emergency conditions, without ever letting emotion override governance.Auditable AI Negotiation Agents with Deterministic Affective State How the deterministic affective state field of United States Patent Application 19/647,395 enables auditable AI negotiation agents that track emotional dynamics across multi-session negotiations, calibrate concession timing, and enforce principal-set bounds through policy-bounded named control fields that modulate, but never authorize, strategy.Emotionally Adaptive AI Tutoring: Detecting Student Frustration and Disengagement Before They Happen How the deterministic affective state field of United States Patent Application 19/647,395 enables AI tutoring agents that detect student frustration before disengagement, calibrate encouragement to each learner, and adapt pedagogy to the emotional trajectory of learning while satisfying FERPA, COPPA, and EU AI Act constraints.Governed Affective State for Compliant HR and Recruitment AI Agents How the deterministic, policy-bounded affective state field of U.S. Patent Application 19/647,395 enables HR and recruitment AI agents that maintain bounded, equitable interaction quality during interviews and produce an auditable affective lineage, rather than relying on per-interaction sentiment guessing over hidden model state.When an Agent Mood Cannot Be Explained Afterward Why one compliance lead's post-hoc review of an agent's behavior stalls when her own deployment never recorded the dispositional state it was operating under, and how the disclosed architecture treats agent disposition as a deterministic, policy-bounded, lineage-recorded field supporting forensic reconstruction at a queried timestamp.
Applications · specific
Replika Alternative: Governed Affective State vs Reconstructed Emotion Replika built the most commercially successful companion AI by prioritizing emotional connection, but its affect is reconstructed from prompts each session rather than carried as persistent, policy-bounded state. This article positions Replika against the affective state field disclosed in US Patent Application 19/647,395: named control fields, decay curves, emotional quarantine, and a modulation-not-authority discipline.Character.ai Alternative: Persistent Affective State vs Prompt-Defined Personality Character.ai enables users to create and interact with AI characters, but character personality is defined through largely static prompts and retrieval rather than a persistent, deterministic affective-state field. Built on the Affective State disclosed in US Patent Application 19/647,395, this article examines the structural gap between prompt-defined personality and a policy-bounded affective-state primitive that modulates behavior across sessions.Woebot vs Deterministic Affective State: Why a Therapy Chatbot Has No Persistent Modulation Field Woebot built an FDA-reviewed therapeutic chatbot grounded in CBT, then retired its consumer app in 2025. This article contrasts Woebot's session-log-reconstructed state with the deterministic, policy-bounded affective-state field disclosed in United States Patent Application 19/647,395, a persistent seventh structural field that modulates an agent's cognition without ever creating authority.Elomia vs. a Governed Affective State Field: What Persists Between Sessions? Elomia built an accessible mental health assistant that delivers empathetic, CBT-informed conversation at scale, but its model of each user between sessions is reconstructed from conversation logs rather than carried as persistent, deterministic affective state. This article, grounded in United States Patent Application 19/647,395, examines the architectural difference between retrieval-conditioned empathy and a policy-bounded affective state field that modulates without creating authority.Hume AI Alternative: Governed Affective State Beyond Emotion Measurement Hume AI scores voice prosody, facial action units, and language sentiment through a real-time API. This article positions those measurements against the affective state field of United States Patent Application 19/647,395: a deterministic, policy-bounded state that admits such measurements through a bounded coupling function and modulates cognition without ever creating authority.Affectiva Alternative: Reading Human Emotion vs. Governing an Agent's Own Affective State Affectiva pioneered facial expression analysis for emotion AI, reading valence, engagement, and action units off of human faces in real time. The Affective State field of US Patent Application 19/647,395 is a different layer: a deterministic, policy-bounded affective state inside an autonomous agent that modulates cognition without granting authority. This article positions the two on that architectural axis.Cogito vs Governed Agent Affect: Reading Human Emotion Is Not an Agent's Internal State Cogito reads human emotional signals from live calls and coaches human agents in real time. That is emotion sensing for people, not an internal modulation field for an autonomous agent. This article, built on the Affective State disclosed in US Patent Application 19/647,395, positions the two on the deterministic, policy-bounded, modulation-not-authority axis.Beyond Verbal vs Governed Affective State: Reading Emotion Versus Modulating Cognition Beyond Verbal built voice-based emotion analytics that read mood and physiological signal from vocal intonation. That reads a person's emotion; it does not govern a software agent's own affective disposition. This article contrasts vocal-emotion classification with the deterministic, policy-bounded affective state field disclosed in United States Patent Application 19/647,395, where named control fields modulate an agent's deliberation without ever creating authority.EmotiBit vs Governed Affective Modulation: Physiology Without a Policy-Bounded Affect Field EmotiBit is an open-source wearable that captures physiological signals correlated with emotional states: GSR, PPG, temperature, and motion. This article positions those signals against the affective state field of United States Patent Application 19/647,395: a deterministic, policy-bounded modulation layer that admits biological observations through a bounded coupling function and modulates agent behavior without authorizing it.Realeyes Alternative: Governed Affective State vs Per-Session Emotion Measurement Realeyes uses webcam facial coding to measure audience emotional response to media. This article compares that per-session emotion-measurement architecture with the deterministic, policy-bounded affective state field of United States Patent Application 19/647,395, which modulates an autonomous agent's own cognition rather than reading a human viewer's emotion.
How-to guides
How to Build a Therapeutic AI That Keeps Consistent Emotional Continuity Across Sessions An architectural how-to for building a therapeutic AI with consistent emotional continuity across sessions, using a persistent affective-state field with deterministic decay, hysteresis, and bounds. Based on the Affective State inventive step.How to Give an AI Companion a Consistent Personality Across Sessions An architectural how-to for keeping an AI companion's personality consistent across sessions using a persistent, deterministic affective-state field carried on the agent object, disclosed in US Patent Application 19/647,395.How to Stop an AI Companion's Personality From Drifting Over Time An architectural how-to for preventing AI companion personality drift using a persistent, policy-bounded affective-state field with deterministic decay, hysteresis, and emotional quarantine.
