chungsam Lee
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What Is the Heart Sutra Really Saying
Re-reading the Heart Sutra 0through the Parable of the Blind Men and the Elephant
Jan 11
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chungsam Lee
2
NCAF + PCM Explained by ChatGPT: A Model That Builds Decision Structure, Not Just Predictions
Why “Smarter Models” Is Not the Answer
Jan 11
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chungsam Lee
1
NCAF + PCM Explained by ChatGPT: A Model That Builds Decision Structure, Not Just Predictions
Why “Smarter Models” Is Not the Answer
Jan 4
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chungsam Lee
5
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AI Spoke of a “Meta-Layer” in Its Own Words: Why Does This Matter?
Subtitle: Three AIs Shifted into a New Inference Mode at the Same Time — A PCM Demonstration and the Discovery of a Self-Diagnostic Corrective Structure…
Dec 29, 2025
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chungsam Lee
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Alignment Isn’t Meaning. It’s Structure: An Empirical Case Report of Meta-Layer Formation (NCAF + PCM)
Alignment Isn’t Meaning.
Dec 28, 2025
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chungsam Lee
5
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From Meaning to Structure: A Framework for Non-Conceptual Alignment
Exploring non-conceptual alignment mechanisms for large language models through structural perception and cognitive decomposition
Dec 23, 2025
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chungsam Lee
2
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A Structural View on Observation: How Non-Conceptual Alignment Dissolves Fixed Forms
This post explores a structural interpretation of “observation (觀)” not as perceiving more objects, but as dissolving fixed forms of identification…
Dec 23, 2025
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chungsam Lee
2
chungsam Lee
Researching structure-based alignment frameworks combining Non-Conceptual Alignment (NCAF) and Predictive Consistency Mechanism (PCM). Exploring structural intersections between Buddhist epistemology and modern AI alignment.
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