Structural Resonance Theory (SRT) Finger V — The Finite Envelope of Planning and the Structural Limits of Foresight

This paper formalizes a structural limit on planning, foresight, and intelligence in finite cognitive systems. While planning is often treated as an extensible capacity—bounded primarily by computational resources or information availability—this work argues that foresight is constrained by a finite envelope imposed by coherence, integration cost, and adaptive stability. Beyond a certain horizon, additional planning does not increase intelligence but instead destabilizes the system’s internal organization, forcing reversion to local navigation. Within the Structural Resonance Theory (SRT) framework, intelligence is characterized not as optimal global prediction but as the maintenance of coherence under uncertainty. From this perspective, planning operates as a bounded structural process: useful within a limited range, but necessarily lossy and fragmenting when extended beyond the system’s integrative capacity. This finite envelope applies across biological and artificial agents and is independent of implementation details. By articulating explicit limits on foresight, this paper blocks teleological interpretations of intelligence, clarifies why open-ended exploration persists even in advanced systems, and explains why planning depth saturates rather than converging toward omniscience. The result is a non-teleological account of intelligence as constrained navigation rather than mastery, with implications for cognitive science, artificial intelligence, and theories of rational agency.