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Hakan Saka

2 papers in the library · publishing 2026

Papers

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Beyond Binary Consciousness: Organizational Continuity Between Life and Mind

Zenodo (CERN European Organization for Nuclear Research) June 23, 2026 Hakan Saka

This discussion paper argues that the transition from matter to mind is better understood as gradual rather than abrupt — grounded in increasingly sophisticated forms of biological self-organization, directedness, and environmental integration. Rather than treating phenomenal consciousness as an emergent discontinuity appearing suddenly in nervous systems, we propose a graded organizational...

Organizational Phenomenology: Artificial F1 and the Geometry of Coherent Agency

Zenodo (CERN European Organization for Nuclear Research) June 5, 2026 Hakan Saka

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 fixed input representation, Artificial F1 defines a gating operator F₁: S → S'...