Gilles Clément K.
Minimalist, realist, in constant pursuit of simplicity.
Recent Activity
Purpose x Research Paper
Formal theory for conversational coherence.
Purpose x Discovery
The mathematics of machine coherence.
Purpose x Research Brief
A framework for conversational coherence.
Purpose x Intelligence
Bringing rhythm to human-AI interactions.
Purpose x Purposely
Making thoughts actionable in real time.
Purpose x Privately
Making meaning make sense in real time.
Axel x Purpose
Turning human intent into system logic, making AI reasoning interpretable, auditable, and verifiable, for human flourishing purposes.
AI Research Lab, transcending enterprise limitations with organized initiatives to solve surface level and deep human-centric problems.
- Proud
- Catalyst
- Human
- Father
- Thinker
- Hoop Therapist
Also known as GC
Product · Design · Research
Purpose — 2025 - Present | Founder · Principal Researcher
Researching AI safety, orchestration and governance, developing mathematical theories, utilities and interaction architectures to regulate AI models without retraining by making their behavior interpretable, auditable, and safe.
Principles for Conversational Coherence Axel — 2024 - Present | Founder · Principal Researcher
R&D Lab, Fractional PM services, exploring the future of work to reshape personal and professional growth in the AI era. Axel's research introduced skill development and project management into the Gig Economy, targeting 1.57B freelancers, but it lacked purpose. Purpose emerged as a result, for deeper, human-centric problems.
Deck SkillDirector — 2015-2024 | Senior Director, Product
Employee #1. Partnered with the Founders for 9 years, set and executed the vision, and delivered skill development and personalized learning solutions. Instrumental to their acquisition in 2022, drove growth in Fortune 500 customer acquisitions, including TysonFoods, Honeywell, and LinkedIn.
1 of 4000+ StayHooked — 2012-2015 | Founder
StayHooked explored how digital platforms shape motivation, habit-building, and brand loyalty in the fitness industry, leveraging social mechanics before influencers were mainstream. Ambitious enough to believe it could be the next Nike — Be Your Own Witness. Pulled the plug after realizing feeding dopamine addiction in social media was a losing battle. Stepped back to understand the deeper epistemology. This was the onset for Purpose, without the vocabulary to frame it at the time.
Deck MindComet — 2005-2012 | Engineer / Technical PM
Early career. Full service ad agency (business closed in 2012).