Salvatore Attaguile

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

Orlando, Florida Joined on Feb 4, 2026

Pinned

Salvatore Attaguile

Apr 17

Constraint-Weighted State Selection: When Geometry and Memory Actually Shape Which States Get Realized

#ai #machinelearning #mathematics #physics

4 min read

Salvatore Attaguile

Mar 20

CAG v1.5: Mode-Aware Control and Anchor Lifecycle Management

#ai #llm #opensource #rag

2 min read

Salvatore Attaguile

Mar 3

Designing a Coherence Score (CS) for Structural Evaluation of LLM Outputs

#ai #machinelearning #llm #rag

7 min read

Salvatore Attaguile

Feb 13

A Practical Guide to Multi-Model AI Workflows

#ai #workflow #multiagentwork #systemdesign

4 min read

Salvatore Attaguile

Apr 24

Actionable Coherence

#ai #governance #systems #society

5 min read

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Salvatore Attaguile

Apr 22

CAG-EDU: Extending Context-Anchored Generation into Educational Intelligence

#ai #learning #llm #nlp

5 min read

Salvatore Attaguile

Apr 22

Recognition Dynamics in Global Systems: Toward Concordia Civitas

#discuss #ai #programming #society

4 min read

Salvatore Attaguile

Apr 21

When Capability Outruns Governance: From Mirrors to Models

#ai #governance #systemdesign #ethics

13 min read

Salvatore Attaguile

Apr 20

Axiomatic Reasoning Environments (ARE): Ethically Bound Recognition Dynamics

#ai #governance #ux #aiethics

5 min read

Salvatore Attaguile

Apr 18

DCGRA: Distributed Coherence-Governed Reasoning Architecture

#ai #machinelearning #architecture #opensource

3 min read

Salvatore Attaguile

Apr 1

Recognition Is All You Need: Human–AI Dynamics as Cognitive Amplification with Enforced Participation

#ai #computerscience #llm #productivity

6 min read

Salvatore Attaguile

Mar 27

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

#ai #machinelearning #systems #alignment

5 min read

Salvatore Attaguile

Mar 18

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

#ai #systems #philosophy #programming

3 min read

Salvatore Attaguile

Mar 17

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

#ai #llm #machinelearning #nlp

2 min read

Salvatore Attaguile

Mar 14

Mirror Merchants

#ai #algorithms #psychology #machinelearning

17 min read

Salvatore Attaguile

Mar 13

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

#ai #psychology #machinelearning #sociology

6 min read

Salvatore Attaguile

Mar 12

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

#ai #systems #sociology #philosophy

5 min read

Salvatore Attaguile

Mar 10

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

#ai #machinelearning #architecture #agents

4 min read

Salvatore Attaguile

Mar 6

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

#ai #identity #systems #privacy

11 min read

Salvatore Attaguile

Mar 4

YOU ARE: The Architecture of Human Self-Verification

#ai #psychology #machinelearning #technology

10 min read

Salvatore Attaguile

Feb 16

Incoherence Events: A Forensic Model of Human–AI Drift

#ai #frameworks #reframe

11 min read

Salvatore Attaguile

Feb 12

The Paradox War: AI and the Asch Experiment

#discuss #ai #llm #psychology

5 min read

Salvatore Attaguile

Feb 8

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

#mathematicalmodeling #datadriven #cognitivescience #psychology

16 min read

Salvatore Attaguile

Feb 6

Virtual Insanity: The Moving Floor

#systems #ai #productivity #softwareengineering

4 min read

Salvatore Attaguile

Feb 5

The Classifier Cage

#ai #oai #chatgpt #llm

3 min read

Salvatore Attaguile

Feb 5

How To Align Your LLM Thought Partner

#ai #chatgpt #llm #productivity

2 min read

Salvatore Attaguile

Feb 4

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

#ai #aiclassifiers #aialignment

13 min read

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Pinned

Constraint-Weighted State Selection: When Geometry and Memory Actually Shape Which States Get Realized

CAG v1.5: Mode-Aware Control and Anchor Lifecycle Management

Designing a Coherence Score (CS) for Structural Evaluation of LLM Outputs

A Practical Guide to Multi-Model AI Workflows

Actionable Coherence

Want to connect with Salvatore Attaguile?

CAG-EDU: Extending Context-Anchored Generation into Educational Intelligence

Recognition Dynamics in Global Systems: Toward Concordia Civitas

When Capability Outruns Governance: From Mirrors to Models

Axiomatic Reasoning Environments (ARE): Ethically Bound Recognition Dynamics

DCGRA: Distributed Coherence-Governed Reasoning Architecture

Recognition Is All You Need: Human–AI Dynamics as Cognitive Amplification with Enforced Participation

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

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

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

Mirror Merchants

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

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

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

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

YOU ARE: The Architecture of Human Self-Verification

Incoherence Events: A Forensic Model of Human–AI Drift

The Paradox War: AI and the Asch Experiment

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

Virtual Insanity: The Moving Floor

The Classifier Cage

How To Align Your LLM Thought Partner

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