Lab

Research & Development

Hands-on research into document extraction, narrative generation, and affect-aware responses. Exploring what is possible through direct experimentation. No theory without practice.

Research by building, not by debating.
Every experiment ships. No paper without a working prototype.
Open questions are documented. Closed questions are built.
The Lab is where the mindset meets the unknown.
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Factual Extraction + Narrative Assignment

Can AI extract facts from documents AND assign specific narratives to them simultaneously? We are building strategies to extract factual information while programming specific storytelling perspectives.

Same facts, different stories — controlled at the source.

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Multi-Perspective Knowledge Retrieval

Same facts, different valid conclusions. Perspective-aware retrieval and generation that understands the lens through which information is being viewed.

What if your knowledge system knew which perspective the user was asking from?

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Narrative Tonal Analysis

Detecting and classifying narrative tones to enable style-conscious generation. The ability to read the subtext of how something is said, not just what is said.

How do you teach an AI to hear the tone, not just the words?

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Affect-Aware Responses

Same facts, right feeling. Detect emotional tone and respond with calibrated narrative. Not just accuracy — appropriateness.

What if the AI knew when to be gentle and when to be direct?

Interested in collaborating on research? Let us talk.

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