Active inference provides a mathematical model of sense-making. Philosophy is the study the components and dynamics captured by these mathematical models. It comprises of a broad literature in philosophy of mind spanning history. As such active inference is not an island but densely connected to other descriptions and mathematical models of sense-making. Each with their own components and dynamics. One such advancement is within the field of neurophenomenology that seeks to build a dialogue between neuronal processes and philosophical constructs as experienced (Sandved-Smith et al. 2021).
Developing new implementations and applications of active inference benefits greatly from its philosophical context. Theoretical advancement of how to interpret existing phenomena through the lens of active inference is not just to fill shelves with studies. Advancement is essential to improve algorithms and inform applications across domains. After all, there are many domains which have mathematical and conceptual models of sense-making. Each of which could potentially be evaluated through an active inference lens.