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Human-led/AI-assisted writing approach

1. Research Question

Human

Scholar develops a research question based on:

  • Academic Research and Analysis
  • Professional experience in the field
  • Identification of gaps in the literature

Output: Clear defined research questions


2. Initial Literature Review

Human Controlled – AI Assisted

Scholarly AI platform conducts comprehensive literature review with human quality control:

  • AI performs literature search
  • Human validates literature and citations
  • Human ensures sources are current and relevant

Output: Verified literature review with accurate references


3. Article Drafting

Human Controlled – AI Assisted

AI writing software is used to support human derived
first article draft:

  • Article content given to AI writing assistant based on human- validated literature review
  • Human provides structural, style, and tone instructions to AI writing assistant
  • AI produces an initial draft for further human editing

Output: First draft with structured content


4. Editing & Tone Adjustments 

Human Directed – AI Assisted

Based on human controlled prompts, AI performs:

  • Additional content reorganization
  • Additional tone and style adjustment

Output: Refined draft with improved structure and
tone


5. Final Draft Preparation

Human

Thorough human refinement through information verification, content humanization, and the addition of scholarly insights:

  • Cross check all the AI-assisted tasks
  • Add or trim content as needed
  • Humanize language and tone
  • Align content for targeted audience
  • Ensure practical applicability

Output: Ready-to-publish draft


6. Post-Publication Follow Up

Human

Scholar provides the ongoing support to help the
target audience of the article:

  • Monitor reader engagement and feedback
  • Facilitate practical application of article insights

Output: Ongoing reader support and implementation guidance