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We research how AI systems can better preserve human intent.
Purpose is one body of work in Axel's research corpus.
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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.
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