Memory & Identity Archives - Tuikor Research

Tuikor Research
AI Safety
Human-AI Interaction
September 30, 2026
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Relationship Memory in AI Companions: What Should Be Stored, Summarized or Forgotten?

Long-term memory is valuable only when the system knows what deserves permanence. A practical model for storing, summarizing, decaying and deleting relationship memories in AI companions.

Tuikor Research
September 30, 2026
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Persistent AI Identity: Why Memory, Personality and Continuity Matter in AI Social Products

AI social products feel more meaningful when the same digital personality persists over time. That requires more than memory: identity needs stable traits, evolving context, relationship history and clear boundaries.