Writing with AI ethically

{{whyLabel}}: Clear boundaries prevent 'creative creep' where the AI takes over your unique voice.

{{howLabel}}:

• Adopt the 'Human-in-the-Loop' principle: AI suggests, you decide.
• Commit to the 'Authors Guild' standard: AI is a paintbrush, not the artist.
• Decide on your 'No-Go' zones (e.g., AI never writes final prose, only assists in structure).

{{doneWhenLabel}}: You have a written 1-page document outlining your rules for AI usage.

{{whyLabel}}: Using cloud-based AI often means your data is used for training; local tools keep your intellectual property on your machine.

{{howLabel}}:

• Download an open-source local LLM runner like 'Jan AI' or 'Ollama'.
• Select a model known for reasoning (e.g., Llama 3 or Mistral).
• Ensure the tool is set to 'Offline Mode' to prevent data leaks.

{{doneWhenLabel}}: The software is running locally and responds to a test prompt without an internet connection.

{{whyLabel}}: AI excels at lateral thinking and overcoming the 'blank page' syndrome.

{{howLabel}}:

• Use 'Role Prompting': Tell the AI it is a world-class researcher in your specific field.
• Ask for 20 diverse angles on your topic.
• Use the 'Socratic Method' prompt: Ask the AI to challenge your existing ideas.

{{doneWhenLabel}}: You have a list of at least 5 unique angles for your project.

{{whyLabel}}: LLMs are known to 'hallucinate' (fabricate) citations and facts to sound convincing.

{{howLabel}}:

• Treat every AI statement as a 'lead,' not a fact.
• Cross-reference every date, name, and statistic using Google Scholar or Wikipedia.
• Use a 'Fact-Log' to track the original source for every claim.

{{doneWhenLabel}}: Every factual claim in your research notes has a verified, non-AI source link.

{{whyLabel}}: AI is highly effective at organizing logical flows and identifying structural gaps.

{{howLabel}}:

• Feed your verified research notes into the AI.
• Prompt: 'Create a 10-chapter outline based on these notes, ensuring a logical progression from problem to solution.'
• Manually adjust the outline to ensure it reflects your unique perspective.

{{doneWhenLabel}}: A complete chapter-by-chapter or section-by-section outline is finalized.

{{whyLabel}}: To maintain copyright and 'Human Authored' status, the core prose must come from you.

{{howLabel}}:

• Set a daily goal of 500–1,000 words.
• Use AI only as a 'live thesaurus' for specific word choices, not for sentence generation.
• Focus on 'Voice': Use personal anecdotes and emotional resonance that AI cannot replicate.

{{doneWhenLabel}}: A full first draft is completed (approx. 30-60 minutes of writing per day).

{{whyLabel}}: AI is a superior proofreader and can suggest stylistic improvements without changing your meaning.

{{howLabel}}:

• Paste sections of your draft and ask: 'Identify three areas where the logic is unclear.'
• Use prompts like 'Suggest 5 synonyms for [word] that fit a professional tone.'
• Reject any suggestion that feels 'robotic' or generic.

{{doneWhenLabel}}: The draft has been reviewed and polished for readability.

{{whyLabel}}: Ethical writing requires ensuring your work isn't flagged as automated, which can damage your reputation.

{{howLabel}}:

• Use an open-source plagiarism checker or a tool like 'CopyLeaks'.
• If AI-detection scores are high, rewrite those sections to include more 'burstiness' (varying sentence lengths) and 'perplexity' (complex vocabulary).

{{doneWhenLabel}}: Plagiarism report shows <5% match and AI detection is within acceptable 'Human' limits.

{{whyLabel}}: Transparency is the cornerstone of 2025 ethical standards (COPE/WGA).

{{howLabel}}:

• Use this template: 'The author used [Tool Name, Version] for [Purpose: e.g., brainstorming and proofreading]. All core ideas and final prose are original to the author.'
• Place this in your 'Acknowledgements' or a dedicated 'AI Statement' section.

{{doneWhenLabel}}: A clear disclosure statement is added to the final manuscript.

{{whyLabel}}: Ensures the final product is ready for submission or self-publishing platforms (like Amazon KDP) which require AI declarations.

{{howLabel}}:

• Do a final 'Voice Read-Aloud' to ensure it sounds like a human.
• Export to PDF or ePub.
• Keep a log of your AI prompts as an 'audit trail' in case of future disputes.

{{doneWhenLabel}}: Final file is exported and ready for distribution.