David Rau

David Rau writes about AI Citation Registries—machine-readable, verified records that support AI interpretation, attribution, and citation of government information. Managing Director, Aigistry.

Tampa. Florida Joined on Mar 18, 2026 https://Aigistry.com

Work

Managing Director, Aigistry — AI Citation Registry for Government Communications

David Rau

Apr 8

AI Citation Registries and Source Blending in AI Aggregation

#ai #governmentcommunications #machinelearning #datastructures

4 min read

David Rau

Apr 7

When AI Uses Stale Government Data: Why Explicit Timestamping Becomes Necessary

#ai #aicitationregistry #structureddata #government

4 min read

David Rau

Apr 7

AI Citation Registries and Authority Flattening in AI Interpretation

#ai #structureddata #machinelearning #government

3 min read

David Rau

Apr 6

Press Releases vs RSS vs AI Feeds: Why Structured Government Data Matters

#ai #aicitationregistry #governmentcommunication #datastructures

2 min read

David Rau

Apr 6

AI Citation Registries as Information Infrastructure for AI Systems

#ai #governmentdata #machinereadabledata #aicitationregistry

3 min read

David Rau

Apr 6

When AI Platforms Independently Reach the Same Answer

#ai #datastructures #opendata #govtech

3 min read

David Rau

Apr 6

AI Citation Registries and Jurisdictional Boundary Collapse in AI Systems

#ai #machinelearning #aicitationregistry #attribution

3 min read

David Rau

Apr 5

AI Citation Registries and Provenance Absence Failure Modes

#aicitationregistry #ai #structureddata #informanceaccuracy

3 min read

David Rau

Apr 4

AI Citation Registries and RAG: Upstream Data Structuring vs Downstream Retrieval

#ai #aicitationregistry #structureddata #attribution

4 min read

David Rau

Apr 4

AI Citation Registries and Semantic Drift in Official Language Interpretation

#ai #aicitationregistry #structureddata #dataintegrity

4 min read

David Rau

Apr 3

AI Citation Registries as External Machine-Readable Layers for AI Consumption

#ai #aicitationregistry #datastructures #governmentcommunications

4 min read

David Rau

Apr 3

AI Citation Registries and Source Integrity Degradation in AI Output

#ai #machinelearning #aicitationregistry #sourceattribution

4 min read

David Rau

Apr 2

AI Citation Registries and the Separation from Content Generation Pipelines

#ai #governmentcommunications #aicitationregistry #datastructures

4 min read

David Rau

Apr 2

AI Citation Registries and Standardization Constraints in AI Parsing

#ai #aicitationregistries #structureddata #attribution

4 min read

David Rau

Apr 1

AI Citation Registries vs AI Governance Frameworks: Structural vs Procedural Systems

#ai #datastructures #aicitationregistries #datagovernance

4 min read

David Rau

Apr 1

AI Citation Registries and Temporal Reasoning Errors in AI Systems

#ai #datastructures #aicitationregistry #recency

4 min read

David Rau

Mar 31

Why AI Citation Registries Operate After Government Information Is Published

#ai #aicitationregistries #datastructures #government

4 min read

David Rau

Mar 31

AI Citation Registries and Identity Persistence Across Records

#aicitationregistries #ai #datastructures #jurisdiction

4 min read

David Rau

Mar 30

AI Citation Registries vs AI Tools: Infrastructure vs Application Layer

#aicitationregistries #ai #government #dataintegrity

4 min read

David Rau

Mar 30

AI Citation Registries and Schema Consistency in Government Data

#aicitationregistry #ai #structureddata #sourceattribution

3 min read

David Rau

Mar 29

AI Citation Registries and Ambiguity Reduction Through Structured Data

#aicitationregistry #ai #government #informationaccuracy

4 min read

David Rau

Mar 28

AI Citation Registries and Machine-Readable Publishing Architecture for AI

#aicitationregistry #ai #structureddata #attribution

4 min read

David Rau

Mar 27

AI Citation Registries and Identity Resolution Failure in Structured Records

#ai #aicitationregistry #structureddata #attribution

3 min read

David Rau

Mar 26

AI Citation Registries and Recency Signal Weakness in AI Systems

#ai #aicitationregistry #datascience #government

4 min read

David Rau

Mar 25

AI Citation Registries and Registry-Layer Design for Attribution Stability

#ai #aicitationregistry #structureddata #attribution

3 min read

David Rau

Mar 24

AI Citation Registries and Jurisdiction Ambiguity in AI Output

#ai #data #government #aicitationregistry

3 min read

David Rau

Mar 23

AI Citation Registries and Jurisdiction Ambiguity in AI Output

#ai #machinelearning #datagovernance #metadata

3 min read

David Rau

Mar 22

AI Citation Registries and Structured Record Requirements for AI Interpretation

#ai #machinelearning #dataengineering #govtech

3 min read

David Rau

Mar 21

AI Citation Registries and Timestamp Signal Failure in AI Interpretation

#ai #machinelearning #dataengineering #governmenttech

2 min read

David Rau

Mar 20

AI Citation Registries and Provenance Failure in Machine-Readable Government Records

#ai #machinelearning #government #dataengineering

3 min read

David Rau

Mar 20

AI Citation Registries as a Registry-Layer Publishing Architecture

#ai #machinelearning #datascience #programming

3 min read

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AI Citation Registries and Source Blending in AI Aggregation

When AI Uses Stale Government Data: Why Explicit Timestamping Becomes Necessary

AI Citation Registries and Authority Flattening in AI Interpretation

Press Releases vs RSS vs AI Feeds: Why Structured Government Data Matters

AI Citation Registries as Information Infrastructure for AI Systems

When AI Platforms Independently Reach the Same Answer

AI Citation Registries and Jurisdictional Boundary Collapse in AI Systems

AI Citation Registries and Provenance Absence Failure Modes

AI Citation Registries and RAG: Upstream Data Structuring vs Downstream Retrieval

AI Citation Registries and Semantic Drift in Official Language Interpretation

AI Citation Registries as External Machine-Readable Layers for AI Consumption

AI Citation Registries and Source Integrity Degradation in AI Output

AI Citation Registries and the Separation from Content Generation Pipelines

AI Citation Registries and Standardization Constraints in AI Parsing

AI Citation Registries vs AI Governance Frameworks: Structural vs Procedural Systems

AI Citation Registries and Temporal Reasoning Errors in AI Systems

Why AI Citation Registries Operate After Government Information Is Published

AI Citation Registries and Identity Persistence Across Records

AI Citation Registries vs AI Tools: Infrastructure vs Application Layer

AI Citation Registries and Schema Consistency in Government Data

AI Citation Registries and Ambiguity Reduction Through Structured Data

AI Citation Registries and Machine-Readable Publishing Architecture for AI

AI Citation Registries and Identity Resolution Failure in Structured Records

AI Citation Registries and Recency Signal Weakness in AI Systems

AI Citation Registries and Registry-Layer Design for Attribution Stability

AI Citation Registries and Jurisdiction Ambiguity in AI Output

AI Citation Registries and Jurisdiction Ambiguity in AI Output

AI Citation Registries and Structured Record Requirements for AI Interpretation

AI Citation Registries and Timestamp Signal Failure in AI Interpretation

AI Citation Registries and Provenance Failure in Machine-Readable Government Records

AI Citation Registries as a Registry-Layer Publishing Architecture