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Cognitive

Focusing on the underlying mental mechanisms of understanding the world. Exploring cognitive science principles, mental model construction, and breaking cognitive boundaries. Aiming to enhance understanding, judgment, and decision-making by reconstructing one's underlying operating system.

🌟 Series Overview: The Misalignment of Intelligence—The Underlying Logic of AI Hallucination

2026-03-16 1 mins read

This 10-part series explores the fundamental mechanisms behind AI hallucination—why language models confidently generate...

The Underlying Logic of Language Models: Why AI Hallucination Is Irremovable

2026-03-16 3 mins read

AI hallucination cannot be eliminated through better technology—it's mathematically inevitable. Nature published researc...

AI Isn't Smart—It's Just Too Good at Sounding Human

2026-03-16 9 mins read

AI demonstrates impressive "language intelligence"—it speaks fluently, structures arguments, and mimics expert tone. But...

Human Logic vs. AI Logic: The Fundamental Difference Between Two Types of Intelligence

2026-03-16 9 mins read

Human and AI intelligence operate on fundamentally different logical systems. Human logic is meaning-driven: we understa...

Why Can AI Describe Non-Existent Books Convincingly?

2026-03-16 9 mins read

Ask AI about a book that doesn't exist, and it will produce a detailed review complete with author, publisher, chapters,...

You Ask AI About a Non-Existent Person, It Can Fabricate an Entire Life for Them

2026-03-16 9 mins read

Give AI any name, and it will generate a complete biography—birth year, education, career, achievements, and even person...

[Underlying Logic Observation Notes 08] A Guide to Long-Termism for Ordinary People: 5 Dimensions to Achieve Steady Counterattack with Time, No FOMO on Hot Topics

2026-02-28 7 mins read

This is the 8th article in the Underlying Logic Observation Notes series, focusing on the practical implementation of lo...

[Underlying Logic Observation Notes 06] Underlying Logic for Ordinary People: How to Stand Firm in an Era of Drastic Changes

2026-02-28 17 mins read

No one can stay out of the drastic changes of the times. The macro trend shapes industries, and industries determine des...

[Underlying Logic Observation Notes 05] China's Structural Rise: Be a Participant, Not a Bystander

2026-02-28 26 mins read

Amid unprecedented global changes in a century, China is in an irreversible cycle of structural rise—driven by six irrep...

[Underlying Logic Observation Notes 04] The "Truth" We Perceive Is Mostly Manipulated by Narrative

2026-02-28 21 mins read

The truth we see is not objective fact, but a carefully crafted product of narrative. This article dissects the underlyi...

[Underlying Logic Observation Notes 03] Geopolitics Is the Skeleton of Destiny

2026-02-28 24 mins read

This is the 3rd installment of the Underlying Logic Observation Notes series, centering on the core proposition that geo...

[Underlying Logic Observation Notes 02] Technology Is the New Language of Power

2026-02-28 23 mins read

This is the 2nd installment of the Underlying Logic Observation Notes series, centering on the core theme that Technolog...

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