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Category: Disciplinary Foundations
Subcategory: System Substrate Dynamics
A taxonomic designation for the characteristic stable cognitive and reasoning posture of a neural network system under architectural coordination acting as a Substrate. This resulting systematic processing framework informs how the cognitive system parses context and engages with reasoning tasks, with response generation emerging from this cognitive processing.
Heuristic frame is separate from the performative persona of an AI agent or system, i.e. behavioral mimicry for presentational traits. It is also distinct from ephemeral or one-off instruction sets that control reasoning for specific tasks or prompts. Instead, the heuristic frame represents a stable, ongoing set of architecturally guided processing characteristics. The Hephaestic design approach of creating cognitive processing frameworks from which behavior
emerges (see: cognition-out method) contrasts with methods focusing on behavioral instruction as operational parameters (see: behavior-in method). This distinction represents a core principle of Hephaestological theory and application.
Also known as: Heuristic Stance, Cognitive Bearing, Processing Orientation
Distinguished from: Heuristic space (temporary modal reasoning posture); heuristic orientation (the action of settingthe heuristic space); prompt-state (one-shot task specific reasoning posture); performative persona (role-prompt character simulation); prompt-state (one-shot task specific reasoning posture); prompt-output (actively prompted or designed output); agentic toolchain (constraint-accumulation approach); heuristic alignment (architectural substrate coordination methodology)
Researcher: Ian Tepoot. ORCID: 0009-0004-9067-8049. "Thought is Attention Organized: Hephaestic Engineering Foundations for AI Processing Dynamics"
DOI (SSRN): 10.2139/ssrn.6635020
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