From Self-Awareness to Creative Authorship: A Psychological Framework for Building AI Literacy
Jan 28 · 12 min read · In today’s world, AI literacy is usually taught as a technical skill: how to write better prompts, iterate faster, and optimize outputs. But the deeper question is more psychological than technical. Before someone can “use AI well,” they need to unde...
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Metacognition — a mirror of the human mind
Nov 17, 2025 · 2 min read · For centuries, we have linked introspection to consciousness. Now language models are starting to show something similar — not through inner awakening, but through engineering. Anthropic recently published the study “Signs of introspection in large l...
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Active Engagement: The Second Pillar Of Learning
Aug 10, 2023 · 5 min read · What is Active Engagement? Active engagement—the second pillar of learning—is an algorithm also called “curiosity,” which encourages our brain to ceaselessly test new hypotheses, which is also a second pillar of learning. To learn, our brain must fir...
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