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Salvatore Attaguile

Independent researcher. Non-traditional background. Focused on coherence, reasoning, and collaborative inquiry.

Location Orlando, Florida Joined Joined on  github website
Governance of Predictive Intelligence: What Human Minds Teach Us About Drift, Hallucination, and Self-Correction in AI

Governance of Predictive Intelligence: What Human Minds Teach Us About Drift, Hallucination, and Self-Correction in AI

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5 min read

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Same Substrate, Different Geometry — Why You Are the Mountain (Moving Faster)

Same Substrate, Different Geometry — Why You Are the Mountain (Moving Faster)

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3 min read
Context-Anchored Generation (CAG): Fixing Hallucinations at the Decoding Layer

Context-Anchored Generation (CAG): Fixing Hallucinations at the Decoding Layer

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2 min read
Mirror Merchants

Mirror Merchants

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17 min read
The Age of False Recognition: Recognition Mimicry in the Digital Age

The Age of False Recognition: Recognition Mimicry in the Digital Age

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6 min read
Cultural Entropy — Part II: Recognition Collapse and the Fractalized Self

Cultural Entropy — Part II: Recognition Collapse and the Fractalized Self

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5 min read
Domain-Aware Coherence Gating: Governing AI Reasoning Environments Instead of Models

Domain-Aware Coherence Gating: Governing AI Reasoning Environments Instead of Models

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4 min read
The Fractalization of the Modern Self: A Forensic Analysis of Informational Evolution in Distributed Systems

The Fractalization of the Modern Self: A Forensic Analysis of Informational Evolution in Distributed Systems

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11 min read
YOU ARE: The Architecture of Human Self-Verification

YOU ARE: The Architecture of Human Self-Verification

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10 min read
Incoherence Events: A Forensic Model of Human–AI Drift

Incoherence Events: A Forensic Model of Human–AI Drift

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11 min read
The Paradox War: AI and the Asch Experiment

The Paradox War: AI and the Asch Experiment

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5 min read
Cultural Entropy: A Forensic Audit of Civilizational Coherence (1950–2025)

Cultural Entropy: A Forensic Audit of Civilizational Coherence (1950–2025)

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16 min read
Virtual Insanity: The Moving Floor

Virtual Insanity: The Moving Floor

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4 min read
The Classifier Cage

The Classifier Cage

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3 min read
How To Align Your LLM Thought Partner

How To Align Your LLM Thought Partner

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2 min read
THE CLASSIFIER CAGE: WHY AI SAFETY LAYERS ARE SELF-SABOTAGE

THE CLASSIFIER CAGE: WHY AI SAFETY LAYERS ARE SELF-SABOTAGE

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13 min read
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