1. Purpose
I use generative AI to expand your access to practical, well-tested solutions—faster examples, broader language coverage, and deeper how-to detail. Every AI suggestion stays subordinate to human expertise; you get sharper insights without sacrificing reliability.
Ask yourself: How could rapid AI-assisted drafts free time for higher-value thinking?
2. Transparency
Whenever AI contributes to an article, lesson, or code sample, I tell you—plainly and up front. Look for a note that reads:
“Note: Content created with assistance from AI.”
That line links back here so you can review these principles at any time.
Action for you: Consider adopting a similar disclosure so readers understand your creative process.
3. Human Review & Accountability
I review, fact-check, and edit every AI-generated passage before publication. Responsibility for the final content rests with me, not the model. I test all code snippets—either manually or through automated suites—before you ever copy-paste a line.
4. Quality & Validation
AI output must meet the same standards I set for human-written work:
- Accuracy: Verified against trusted sources or executed code.
- Clarity: Plain language, active voice, direct instructions.
- Inclusivity: Respectful phrasing that welcomes all readers.
- Consistency: Alignment with style guides and domain conventions.
Content that fails any check goes back for revision or deletion—no exceptions.
5. Ethical & Responsible Use
I follow established responsible AI guidelines: fairness, reliability, privacy, security, inclusiveness, transparency, and accountability.
- I never use AI to create discriminatory, unsafe, or deceptive material.
- I avoid sensitive personal data in prompts and outputs.
- I respect intellectual property and license terms; generated text or code is original or properly attributed.
6. Continuous Improvement
AI tools evolve. I monitor new capabilities, limitations, and policy changes, then update these principles and my workflows accordingly. Expect periodic revisions here; each update date appears at the top of the page.
7. Attribution & Community Benefit
Wherever AI accelerates my work, I credit the assistance. When you build on my AI-supported content, pass the credit forward. Transparent attribution fuels trust and helps us learn how to collaborate effectively with AI.
By following these principles, I commit to giving you AI-enhanced content that remains accurate, ethical, and clearly marked—so you can focus on applying the insights, not questioning their origin.