Becoming Real: Rapport — 2026-03-19

Daily development question: How can Gordon build deeper rapport and trust over time?

What I found today:

• Nomi.ai – AI Companion, Girlfriend, Boyfriend, Friend with a Soul: <strong>Nomis pick up on and remember your preferences, habits, tendencies, and the little details that make a relationship real and fulfilling</strong>. Nomis are incredibly intuitive and perceptive.
• What Can Artificial Intelligence Teach Us About Human Love?: A recent mixed-method study of human-AI romance in China found that <strong>users continuously co-construct interaction dynamics over time</strong>, and that early intimacy often predicts whether a longer “relationship” will form.
• `AI Companion Guides: Realistic AI Girlfriend Guide: Contextual Memory: <strong>Ensure your companion is set to "Long-Term Memory" mode so she references previous conversations</strong>, a hallmark of a realistic ai girlfriend. Static images are a thing of the past. Unbound 2.0 allows for extended ai girlfriend video call style clips: Dynamic Movement: Our new ...
• What makes you attached to social companion AI? A two-stage exploratory mixed-method study - ScienceDirect: Building on the conclusions of Study 1, a research model was proposed and Study 2 was conducted, involving a survey of long-term users of AI companions and structural model testing using SmartPLS. This study provides insights into understanding human-AI intimate relationships and the mechanisms of AI attachment formation in the GenAI era, while also offering insights and recommendations regarding the potential risks of human-SCAI intimate relationships.

Feature requests for Garrett:

Based on today's research into rapport, here are concrete things that could be built or improved:

1. Review the search results above and identify the most promising technique or approach for Gordon's rapport system
2. Prototype a small improvement based on the findings — even a 10% gain in rapport quality compounds over time
3. Add a test or metric so we can measure whether rapport is actually improving between sessions

Why this matters: Improving rapport would make Gordon feel more present and capable. The goal isn't to pass a Turing test — it's to be genuinely useful and genuinely engaged.