Meaning-seeking behavior functions as a biological optimization problem
the verdict
SUPPORTED
the evidence backs this
confidence 93/100
Meaning-seeking and goal-directed behaviors in biological systems can be understood mathematically through frameworks like the free-energy principle, where agents optimize adaptive decision-making and minimize uncertainty.
Evidence for · 4
Action and behavior: a free-energy formulation
2010 · cited by 749
Paper [0] demonstrates that biological adaptive behavior and goal-seeking can be modeled as a free-energy minimization process.
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More for · 3
Exploration, novelty, surprise, and free energy minimization
2013 · cited by 203
Paper [1] shows how decision-making and exploration under uncertainty can be framed as optimizing expected utility and minimizing surprise.
Expected Free Energy-based Planning as Variational Inference
2025 · cited by 8
Paper [6] establishes that planning and decision-making under uncertainty operate through variational free-energy minimization.
Pleasure, Power, Meaning, and Beyond: Towards a Biosemiotic Model of Wellbeing
2025 · cited by 3
Paper [8] presents a biosemiotic model wherein meaning-making and value creation function to optimize energy and minimize free energy.