Research
The thinking behind the Intent Layer.
A growing library on intent synthesis, the Intent Graph, and what it means to own a portable, user-aligned algorithm.
Synthesizing Intent: How User Activity Evolves the IntentGraph
How fragmented signals — prompts, OS activity, web behavior, emotional cues — are synthesized into a portable, encrypted model of evolving user intent.
Read paperIntent Synthesis as the Foundation for AI-Driven Goal & Problem Modeling
A framework for turning raw intent into structured, evolving models of goals and challenges in personal computing.
Intent Graph: A Practical Path to Human-Aligned AGI
Why alignment is a design problem, and how formalizing human intent provides the missing layer.
A Practical Foundation for Human-Centered AGI and Recursive UX
The Intent Graph, recursive UX, and portable alignment as the basis for systems that evolve with us.
Procedural Application Generation Based on Evolving User Intent
Software that is generated to serve intent in real time, rather than navigated through fixed workflows.
More papers from the intent research library are being published here.
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