Faruk Guney

About Faruk Guney

My career has been a 20-year mission to bridge the gap between the theoretical promise of…

Experience

1. Chief Executive Officer, Founder

   Vareon

   Apr 2025 — Present · DE

   The era of probabilistic, black-box AI is over. Its power is undeniable, but its foundation of statistical mimicry has hit a ceiling, making it a high-stakes gamble for mission-critical applications where failure is not an option.AI 2.0 learned to imitate. AI 3.0 will invent.At Vareon, we are pioneering this next paradigm. We are building the foundational engine for an AI that is deterministic, steerable, and transparent by design. We replace the fragile,\"prompt-and-hope\" approach of today with the robust principles of controlled, physics-inspired dynamics. The result is not just another generative model, but a white-box system that can be directed, observed, and trusted to deliver valid outcomes.Our mission is to close the gap between creativity and utility, enabling true, reliable invention in the world\'s most demanding domains where \'correct by design\' isn\'t a feature—it\'s a requirement- Life Sciences: De Novo Drug Discovery & Protein Engineering- Robotics & Autonomy: Provably Intelligent, Safe Motion & Dependable Control- Foundational Models: Mission-Critical LLMs with Auditable Reasoning- Advanced Engineering: Next-Generation VLSI, Aerospace & New MaterialsWe are creating a new class of AI for a new class of problems. I\'m connecting with the visionary investors, technical leaders, and researchers who see the limits of today\'s AI and are ready to build what comes next.If you believe the future of AI should be engineered, not just sampled, let\'s talk.