We research how AI systems can better preserve human intent.

Purpose is one body of work in Axel's research corpus.
  • Purpose Artifact #1 → Research Paper
    Governing research: a model-agnostic conversational control overlay.
  • Purpose Artifact #2 → Field Note
    Making posture and operating context
    inspectable in cross-functional execution.
  • Founder & Author → Gilles Clément K.
    Landed on Purpose after a 15 year quest to reflect meaning in digital interactions.