Hakan Saka

Organizational Phenomenology: Artificial F1 and the Geometry of Coherent Agency

This paper introduces Artificial F1, a computational framework that formalises a previously under-specified control layer in intelligent systems: pre-representational signal admission and valence structuring. Unlike standard approaches in reinforcement learning and attention-based architectures, which operate over a fi...