What the writing studio does
DeepSeek V4 Pro prepares a document-grounded brief, identifies critical missing facts or conflicts, drafts requested text, and runs grounding and style audits. Generation requires at least one selected document with completed text extraction or OCR.
What it must not do
The model must not invent grades, projects, employment, awards, professors, modules, finances, hardship, or institutional claims. Academic and experience claims must come from selected documents. Guided answers are used for motivation, goals, contribution, and voice. Missing critical facts are returned as questions before prose is produced.
Matching
Scholarship matching uses DeepSeek V4 Flash without thinking. It organizes eligibility, missing requirements, deadline urgency, and improvement tips; it does not predict or guarantee selection.
Consent and control
Document consent is per writing request. Every generated or edited result is saved as a version with its selected source-document IDs, and you can compare, rewrite, manually edit, export, or discard it. AI-generated text should always be reviewed in your own voice.
Limits
OCR and AI can misunderstand text or context. ScholarshipLift AI does not promise admission or scholarship outcomes and does not auto-submit applications.