Society & Economicspreprint2026-09-27

Training Perception for the Lightest Paths - Why Intelligence Requires Going Against Lazy Perception

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Abstract

I argue, in the framework of the Architecture of Freedom Intelligence, that the central problem of intelligence is not choice but perception, because every system follows the lightest path it can perceive and the lightest visible path is, in distorted regimes, often a heavy real path in disguise. Perception, untrained, is structurally lazy: it accepts the most immediately visible, socially inherited, emotionally relieving, or low-effort alternative as if it were the lightest real path. Intelligence, on the framework's narrow definition, is the trained capacity to perceive the lightest real path inside a context of distortion. The paper develops the AFI account of perception across four operational levels — passive physics, topological, agent-aligned, structural pre-execution — and articulates the training disciplines that widen perception across substrates. It distinguishes apparent lightness from real lightness, abstract why-statements from structural ones, and study from the perception-training that good study can but does not necessarily perform. It positions meditation as direct work on internal distortion, design as perception training for inhabitants, and good teaching as master guidance rather than transmission. It applies the framework to life decisions, housing, planta smart homes, AI, tools, education, and society, and it closes with the open frontiers — the Logic-layer perception gap, the structural account of perceptual transfer, and the operationalisation of perception-training AI. Author ORCID: 0009-0008-6255-7724. License: Creative Commons Attribution 4.0 International.

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View paper (DOI)Open access versionOpenAlexZenodo (CERN European Organization for Nuclear Research)Published 2026-09-27

Authors: Gonçalo Melo de Magalhães