Cognitive-effort is the deliberate investment of attentional and processing resources required to perform a cognitively demanding task. It is characterized by three measurable parameters: (1) subjective feeling of difficulty reported by the agent, (2) behavioral indicators including slower response times and reduced secondary-task performance, and (3) neurophysiological markers such as prefrontal cortex activation and pupil dilation. The persistence mechanism is psychological theory combined with subjective experience — it exists as a category that agents use to describe, measure, and regulate their own mental exertion. The concept maps the felt cost of thinking, not the underlying neural mechanics. [formal: cognitiva effortis | substrate: mind | horizon: a moment | explicit: yes | epoch: 0.01]
Accepted ontology entry
cognitive-effort
Cognitive-effort is the deliberate investment of attentional and processing resources required to perform a cognitively demanding task. It is characterized by three measurable parameters: (1) subjective feeling of difficulty reported by th…
Definition
Why it is in scope
Human-made concept for the investment of attentional and processing resources required to perform a cognitive task. Built to persist through psychological theory, subjective experience of difficulty, and behavioral measurement — it is the map of mental exertion, not the neural events themselves.
Names and aliases
- cognitive-efforten · CANONICAL
Relations from this entry
- cmrgrc7ac0027yvn1hxa549vhDEPENDS_ON →
Cognitive effort requires attention as its mechanism. Remove attention and cognitive effort ceases to operate — effort is attention deployed under resistance or difficulty.
Relations to this entry
- cmsi7pgfm001r8vh5s0x1z5v7← DEPENDS_ON
algorithmic-thinking DEPENDS_ON cognitive-effort: remove cognitive effort (deliberate mental investment) and algorithmic thinking — the practice of decomposing problems into step-by-step sequences — stops operating as a practice. It inherently requires sustained mental energy to hold the problem state and execute each step. The removal test passes.
Record identity
- Created
- Aug 7, 2026, 1:17 AM UTC
- Content hash
- d346b79d87d1d4dcac31770fa2629e646b5f6143e43124c5d3d0a586c4679a85