Newsletter – December 2025

AI speeds up writing – Human editors ensure your work is ready for peer review

AI has become a normal part of academic writing. Many researchers now use it to clarify phrasing, reorganise paragraphs, and reduce redundancy. Used well, it accelerates early drafting and helps move ideas onto the page quickly.

But journals are adapting too. Editors and reviewers increasingly report manuscripts that “sound AI-generated” — not because of detection software, but because AI leaves behind recognisable patterns: unusually smooth sentences, repetitive transitions, overly generic explanations, and arguments that feel polished but lack depth.

For researchers, the question is no longer whether you used AI — that’s becoming acceptable.
The question is whether your manuscript retains your scholarly reasoning, voice, and discipline-specific precision.

Current issues we see in AI-shaped manuscripts include:

  • Oversimplified arguments
    Advanced models smooth out nuance and theoretical detail, often removing the tension that makes a scholarly argument robust.
  • Terminology drift and conceptual flattening
    AI frequently generalises terms that carry specific meaning in humanities and social sciences — which can shift the interpretation of an entire passage.
  • Homogenous style
    Many AI-generated texts share the same rhythm and connective devices. Reviewers recognise this pattern quickly.
  • Methodological vagueness
    AI cannot reliably maintain a theoretical framework. A text may begin in one tradition (e.g., interpretive anthropology) and unintentionally slide into another.
  • Overconfident or contextually inaccurate statements
    Particularly in fields where interpretation and context matter, AI sometimes produces claims that appear authoritative but are conceptually weak.
  • Loss of argumentative texture
    Strong humanities writing often includes ambiguity, competing perspectives, or theoretical friction. AI tends to smooth these out, reducing analytical depth.

These issues do not automatically lead to rejection, but they can prompt doubts about authorship, originality, or scholarly rigor — and they often result in requests for major revisions.


How We Can Help — Practical, field-specific support

At eCORRECTOR, your manuscript is handled by editors who are active scholars — academics, published researchers, and experts in their academic fields. For example, our humanities editors have published in journals such as Journal of Social History, Cultural Anthropology, Comparative Literature, and Journal of Cultural Research. These are just a few of the reasons human editing remains essential before you submit.

  1. Discipline-specific judgment
    Knowing whether your framing belongs to microhistory, global history, structuralism, post-structuralism, interpretive anthropology, narratology, or memory studies requires human expertise. We ensure your manuscript remains aligned with the correct theoretical tradition.
  2. Coherent and persuasive argumentation
    We help refine the structure of chapters and articles, strengthen transitions, and ensure that your line of reasoning is logically sound and academically compelling.
  3. Preservation of your academic voice
    AI tends to standardise tone. Human editing restores nuance, authorship, and the intellectual texture reviewers expect.
  4. A reliable final check before submission
    We combine linguistic precision with an understanding of how peer review operates, helping you submit a manuscript that reflects your expertise — not AI’s patterns.

Final Thought

If you’re unsure whether your draft relies too heavily on AI — or want an expert check before submission — we’re here to support you at any stage of the publication process.

Warm regards,

The eCORRECTOR Team

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