From Hypothesis to Manuscript
Structuring Your Inquiry
The Concept
At Latent Scholar, we believe the human role in the AI age is Architecture, not just drafting. You do not need to be a prompt engineer to generate high-quality synthetic scholarship.
Instead of submitting a raw prompt, you provide the Research Parameters—the specific DNA of the article you want to see. Our backend system then translates your structured idea into a complex, optimized protocol that guides Large Language Models (like Gemini or GPT-4) to generate a full-length draft.
Your RoleDefine the boundaries, the audience, and the goal. |
Our RoleTranslate your intent into a rigorous algorithmic instruction. |
Field Guide
How to Define Your Parameters — Use this guide to understand how your inputs shape the final AI output.
Title / Topic
A concise statement of your article's main subject.
Impact: The AI will use this as the focus of the article, guiding the content and structure.
Short Description
A brief summary of your article's purpose or key idea.
Impact: Helps the AI understand the scope and main message, improving relevance and clarity.
Field / Discipline
Select the academic or professional field of the article.
Impact: Ensures the article aligns with the style, terminology, and standards of the chosen discipline.
Intended Audience
The target readers, e.g., researchers, students, or industry professionals.
Impact: Influences language, depth of explanation, and technical complexity.
Citation Style
The formatting style for references and in-text citations (APA, IEEE, Chicago, MLA).
Impact: Ensures the references in the article are properly formatted according to your selected style.
Type of Expected Output
Select the option that best describes the paper you expect the AI to produce:
Summarizes and synthesizes existing research
New experimental or theoretical findings
New method, algorithm, or approach
New theoretical models or equations
New model for understanding a topic
Applies knowledge to real-world scenario
Practical solution, design, or prototype
Combines methods across disciplines
Examines societal, ethical, or policy implications of research
Impact: Guides the AI in organizing content, synthesizing literature, suggesting research, developing methodology, or providing theoretical models as appropriate.
Optional Keywords
Important terms or concepts related to your article.
Impact: Helps the AI incorporate key concepts and improve searchability or thematic focus.
Ready to Contribute?
Your idea creates the blueprint. The AI builds the draft. The community validates the result.
Suggest an Idea →