💠Memory & Personalizations

Core Technology

Memory and Personalisation IMMT’s memory system prioritizes correctness, controllability, and privacy over raw retention. Memory is treated as a governed resource rather than passive storage.

Memory Categories

● Profile Memory: relatively stable facts such as preferences, values, routines, and boundaries.

● Episodic Memory: time-bound events, interactions, outcomes, and reflections.

● Working Memory: short-lived context used for active tasks and planning.

Context Learning IMMT learns:

● Preferences (tone, communication style, routines).

● Taboos and hard constraints.

● Risk profile indicators (stress signals, volatility tolerance). Learning is probabilistic and tagged by confidence level. 7.3 Policy Adaptation Memory informs how IMMT behaves, not what it is allowed to do.

● Intervention frequency and strength.

● Explanation depth and framing.

● Suppression of repeated failure patterns (e.g., notification fatigue). Policy adaptation never overrides explicit Owner rules.

Skill Acquisition IMMT develops reusable skills and workflows:

● Task templates (e.g., meeting → summary → tasks → reminders).

● Improved execution strategies over time.

● Domain-specific optimisations (writing, research, planning). 7.5 Memory Quality Controls

● Summary-first storage to reduce raw data retention.

● Verification tags: confirmed, inferred, uncertain.

● Time-to-live (TTL) and domain-based expiration.

● Full user edit and deletion rights with traceability.

Safety, Ethics, and Control Relationship-based AI introduces risks of manipulation, dependency, and overreach. IMMT encodes safety and ethics as runtime-enforced operational constraints, not abstract guidelines.

Core Safety Principles

● Non-coercion: IMMT is prohibited from fear-based, guilt-based, or dependency-amplifying persuasion.

● Transparency: For high-impact actions, IMMT must provide a concise and inspectable rationale.

Together, these layers form a continuous chain where user input shapes agent behavior, the agent acts within its world, the world connects to on-chain economics, and the cloud backbone keeps everything alive and responsive.