AI Content & Synthetic Data Use Statement

Effective Date: July 27, 2025

At DataCrafted.dev, operated by DCERD, LLC, we believe in transparent disclosure about the use of artificial intelligence (AI), generative tools, and synthetic datasets. This page explains how and why we incorporate these technologies and outlines your rights, expectations, and limitations regarding such content.


1. PURPOSE OF THIS STATEMENT

This statement serves to:

  • Clarify what content has been generated or assisted by AI
  • Disclose the use of fictionalized (synthetic) datasets
  • Define reuse boundaries for AI-assisted and simulated content
  • Promote transparency and ethical standards in educational data science publishing

2. AI-GENERATED OR AI-ASSISTED CONTENT

Some content on this site—including blog posts, images, data summaries, code comments, and visual mockups—may be fully or partially generated using AI tools such as:

  • OpenAI’s GPT models (text generation)
  • Midjourney or DALL·E (image creation)
  • Other prompt-driven or AI-supported platforms

All AI-generated content is reviewed by a human for editorial accuracy, clarity, and ethical representation. We explicitly mark or acknowledge AI involvement where material impact is present.


3. SYNTHETIC DATASETS

Many portfolio projects and case studies contain synthetic data. This means:

  • The data is entirely fictional or generated via simulation tools
  • No real patients, users, or customers are represented
  • Data points may resemble real-world formats but are randomized or fabricated

Synthetic data is used to:

  • Preserve privacy
  • Avoid regulatory conflict (e.g., HIPAA, GDPR)
  • Demonstrate realistic modeling scenarios

These datasets are not suitable for clinical, financial, or legal decision-making.


4. LICENSE & REUSE GUIDELINES

Unless otherwise noted:

  • You may view and cite AI-assisted and synthetic content for educational and professional purposes
  • You may not resell, redistribute, or repackage content without written permission
  • Reuse of synthetic datasets must include credit and maintain non-commercial use unless otherwise licensed

For citation:

“Source: DataCrafted.dev by Alexander Deets / DCERD, LLC. Used with permission.”


5. LIMITATIONS AND DISCLAIMERS

  • Synthetic or AI-generated content may contain minor inaccuracies or simplified logic
  • We make no warranty of fitness for use beyond educational or illustrative demonstration
  • AI-generated conclusions should never be substituted for human judgment in real-world decisions

6. QUESTIONS OR CONCERNS

We welcome feedback on our AI practices. For concerns related to attribution, misuse, or permissions:

Contact: hello@alexanderdeets.com
Mailing Address: DCERD, LLC — 5900 Balcones Drive, Suite 100, Austin, TX 78731