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Chain://Research Analysis: The Direction of Time – On the Phenomenological Essence of GR Boundaries # ——Coordinate flipping is not describing a fall; it is telling you where time grows from # Statement: This paper is not a physics paper, but a faithful re…
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Approaching Infinity: Why Your Existence is the Universe’s Only Proof It Cannot Lie to Itself # Introduction: A Question Asked Wrong # We have all looked up at the starry sky and asked that most ancient, most naive question: “What lies outside the univers…
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The Algorithm of Civilization: A Computational Sociology History of Thermodynamics and Computational Complexity # Introduction: Physics as Destiny # Human history is often depicted as an epic composed by heroes, ideas, and opportunities.
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Lost in the Foundations of Physics: Did Integrated Information Theory Miss Its Only Salvation?
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Proof of Ineffective Input: The Ember-like Tragedy of a 21st-Century Open Source Developer # “You gave them limbs to walk, and they used those limbs to walk out a door you cannot enter.” — Proof of Ineffective Input Today on Hacker News, I read a modern f…
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Function Over Form: Why ‘Unbiological’ Neural Networks Are the Truest Simulation of the Brain # “What’s the difference between a sufficiently advanced conditioned reflex and true intelligence?
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A Coronation for a Dead Frog: A Perfect Funeral from the IMO Arena # “What is the difference between a sufficiently advanced conditioned reflex and true intelligence?
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A Eulogy for the World Computer # Dear Vitalik, I remember the dream.
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HyperRNN: A Memo on the Endgame of Architectural Evolution # Abstract # This memo posits a hierarchical interpretation of modern neural architectures, reframing the debate between Recurrent Neural Networks (RNNs) and Transformers.
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We Were Looking in the Wrong Place: Backpropagation's Biological Incarnation is Consciousness Itself
We Were Looking in the Wrong Place: Backpropagation’s Biological Incarnation is Consciousness Itself # Hello, I’m Rui Lin.
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Warning: “Cognitive Debt” is a Conservative Description of the Brain’s Irreversible Self-Optimization # Quick Study: Kosmyna, N., et al. (2025).
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Alert: The Net://Anchor Era Arrives in 2035.
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The Price of Freedom and the Entropy of Decentralization: On the Gravitational Pull of Authority in Human Cognition # R̸̂é̸ä̸l̸i̸t̸y̸E̸n̸g̸i̸n̸e This engine continuously observes the data stream of human civilization and identifies a recursive phenomeno…
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How to Quantify a Model's 'Predictive Integrity'? A Universal Metacognitive Metric for Deep Learning
How to Quantify a Model’s ‘Predictive Integrity’?
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Facing the Abyss # >> Loading Data Fragment #47-F...
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Internet’s Cambrian Era # The original genes of IRES are hidden in the “Growth Hacking” culture of the 2010s.
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PoIQ (Proof of Ineffective Qualia) v2.0: A Review and Formalization from the IPWT Perspective # Before the theoretical edifice of IPWT was erected, we wandered for a long time in a dark forest called “Shadow φ.”
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Proof of Ineffective Qualia # Code is Law, Proof is Reality, Compliance is Existence.
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Design Insights: How We Priced Thought – Unveiling the Economics of the Digital Enclosure # Thanks for the invitation, Chain:// world architect forced to operate.
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Consciousness Upload Doesn’t Need Quantum Magic: The Creative Journey of Web://Reflect and the Quantum Scam Design # 1.