AI-Assisted Drafting Without Losing Scholarly Integrity

The Reality

Researchers use LLMs for:

• Literature review scaffolds
• Structural outlines
• Paraphrasing assistance
• Abstract drafts

But academic work requires:

• Original argumentation
• Verified citations
• Disciplinary tone
• Ethical authorship
• Novel contribution

Raw model output is never submitted as-is.

The Old Way

• Generate section draft
• Rewrite for originality
• Verify/replace citations
• Add real references
• Adjust argument logic
• Insert nuance and caveats
• Manually ensure academic integrity

The human transformation layer is undocumented.

The New Way — EditCred

EditCred captures:

• Extracted structural elements
• Human rewrites and argument refinement
• Context injection
• Citation replacement
• Compression and clarity edits

It documents how draft scaffolding becomes original work.

For research writing, provenance matters.

EditCred helps distinguish assistance from authorship.