About the magazine.

Professional reporting on AI that materially changes construction work. Published by Mandala Networks.

Ownership disclosed

Mandala Networks owns this publication. Its services work remains separate from our reporting. Commercial material is labeled.

Editorial standard / 01

What earns publication

Evidence before promotion

Vendor announcements alone are not field evidence.

First-hand practice and primary sources
Named jobs and organizations when cleared
Reproducible evidence with precise limitations

Sponsored material is labeled and separated from independent coverage.

Editorial standard / 02

Human editorial responsibility

A person owns every sentence

No automated system approves or publishes an article.

ConstructionMagazine.ai uses language models for research, transcripts, outlines, and draft interrogation. A named editor is responsible for every published sentence, its sources, and any correction.

We do not publish model output that has only been lightly edited. Nothing goes live without an editor click. We also do not describe work as “100% human,” “AI-free,” or proved human by a detector.

Editorial standard / 03

Provenance checks

Indicators, not proof

Provenance and watermark checks can add useful evidence. A negative result is not proof of human authorship.

We can retain revision history and first-party records for generated media, and inspect supported media provenance. Signed C2PA Content Credentials can validate provenance records; they do not prove that content is true or that the presenter owns it.

Provider-specific watermark checks cover only supported providers and configurations. Statistical AI-text classifiers are not an automatic acceptance or rejection gate.

Primary references

Editorial standard / 04

Corrections and contact

Readers and sources can report a factual error or provenance concern by email. A person reviews each report, and material changes should be documented for readers.

Contact the publication

About the magazine.

Professional reporting on AI that materially changes construction work. Published by Mandala Networks.

Ownership disclosed

Mandala Networks owns this publication. Its services work remains separate from our reporting. Commercial material is labeled.

Editorial standard / 01

What earns publication

Evidence before promotion

Vendor announcements alone are not field evidence.

First-hand practice and primary sources
Named jobs and organizations when cleared
Reproducible evidence with precise limitations

Sponsored material is labeled and separated from independent coverage.

Editorial standard / 02

Human editorial responsibility

A person owns every sentence

No automated system approves or publishes an article.

ConstructionMagazine.ai uses language models for research, transcripts, outlines, and draft interrogation. A named editor is responsible for every published sentence, its sources, and any correction.

Editorial standard / 03

Provenance checks

Indicators, not proof

Provenance and watermark checks can add useful evidence. A negative result is not proof of human authorship.

Provider-specific watermark checks cover only supported providers and configurations. Statistical AI-text classifiers are not an automatic acceptance or rejection gate.

Primary references

Editorial standard / 04

Corrections and contact

Readers and sources can report a factual error or provenance concern by email. A person reviews each report, and material changes should be documented for readers.

Contact the publication

What earns publication

Human editorial responsibility

Provenance checks

Primary references

Corrections and contact

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What earns publication

Human editorial responsibility

Provenance checks

Primary references

Corrections and contact