Assisted Monitoring of Ethical Academic Writing
Aurora Scholar implements AI-assisted monitoring, ensuring human thinking, technical mediation, and verifiable on-chain authorship.
Product Vision
Three-Layer Ethical System
Declared Intuition
Mandatory space where the student describes, in free language, the intention of the paragraph or section. This semantic anchor is hashed and versioned.
Linguistic Mediation
AI reformulates the text without adding new content, only adjusting clarity, logical coherence, and academic register. User must explicitly choose or reject suggestions.
Coherence Monitoring
AI audits logical coherence between declared intuition and mediated text. It indicates gaps or contradictions, never suggesting how to write, only what needs clarification.
Ethical Principles
Our Commitment to Academic Integrity
AI does not generate thought— only reorganizes declared intent.
All mediation is explicit and auditable.
Authorship remains human at all stages.
Intellectual responsibility is signed by the user.
User Flow
From Idea to On-Chain Proof
Connect Wallet
Securely connect your Solana wallet to begin your ethical writing journey.
Declare Intuition
Articulate your core ideas in free language. This forms the semantic anchor for your work.
Write Free Text
Develop your academic content in the editor, knowing your initial intent is recorded.
Request Mediation
Ask the AI to refine your text for clarity, coherence, and academic register, without adding new concepts.
Choose Reformulation
Select the AI's best reformulation or reject them, maintaining full intellectual control.
Coherence Audit
The AI audits the logical consistency between your intuition and the mediated text, highlighting gaps.
Confirm Responsibility
Sign your intellectual responsibility for the final content, ensuring human authorship.
On-Chain Registration
Hashes of your intuition, final text, and AI scope are immutably recorded on Solana.
Publish
Publish your article publicly in the journal or privately with controlled access.