Psychological wisdom research has shifted from characterizing rare exemplars and desired outcomes to specifying processes that support sound judgment under uncertainty. Yet it has advanced along two siloed research tracks: one on folk theories-cultural tools such as exemplars, narratives, heuristics (including proverbs and maxims), and standards of judgment-and the other on the mechanisms involved in wise judgment. This review bridges these research tracks using a situated metacognitive lens: Folk theories provide candidate attributes or strategies for action, whereas perspectival metacognition-the capacity to recognize epistemic limits, coordinate viewpoints, and track uncertainty and change-regulates their context-sensitive selection and use. We synthesize evidence connecting wisdom-related processes to emotional balance, relational well-being, cooperation, and reduced polarization, while noting boundary conditions. We show how this synthesis sharpens measurement trade-offs, highlighting the limits of global self-report and the advances in situated assessment. Finally, we summarize work on wisdom development and cultivation and consider the socioecological implications of wisdom research in an AI-shaped world.
Findings show that metacognitive experiences may boost system performance and explainability, e.g., via self-repair, and that future research should focus on standardisation and evaluation, and on transferring promising principles to emergent systems.
Robin Nolte, M. Pomarlan, Ayden Janssen et al.· Artificial Intelligence Revi...· 3 citations
Organizations have long treated clarity, timeliness and candour as the pillars of effective feedback. Yet even well-structured feedback routinely fails to produce learning. This article argues that the dominant delivery-focused framework rests on an incomplete assumption. We introduce psychological interpretability: th...
Rahul K. Shukla, Sunil Kumar Sarangi· Management and Labour Studie...· 0 citations
This work introduces Metacognitive Steering, an inference-time controller that reads the model's cognitive regime and dynamically composes layer-specific interventions for exploration, procedural convergence, or critical reassessment without modifying model parameters.
Vincent Karpf, Joseph Reth, Eike Gerhardt et al.· 0 citations
The results indicate the necessity of an epistemic filter in the DIKW pyramid, filtering information from its disorders (misinformation, noise, unverified or low-quality outputs) before it can be allowed to enter knowledge.
Saleeq Ahmad Dar· Library Hi Tech News· 0 citations
The history of psychology has included many keywords that summarize and reflect large bodies of research and theory. The present article introduces the term credition as analogous to emotion for feeling and cognition for information processing. It refers to the processes of believing - not beliefs as the specific manif...
R. Paloutzian, Rüdiger J. Seitz, Hans-Ferninand Angel et al.· Psychological Reports· 0 citations
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