Platform Policy

Academic Integrity & AI

How Folio thinks about artificial intelligence, academic writing, and the responsibilities we share with students, educators, and institutions.

Last updated: May 2026

Our Position

Artificial intelligence is not going away. It is not going to become less capable. And it is not going to stop being used by students, researchers, and writers — regardless of policy, detection tools, or institutional prohibition.

We think pretending otherwise is both intellectually dishonest and pedagogically counterproductive.

At the same time, we hold a firm view: a paper generated by AI is not research. It is a simulation of research. Language models are trained on human thought — they recombine, pattern-match, and produce fluent output that resembles reasoning. They do not originate ideas. They do not sit with a problem, struggle with it, and arrive somewhere new. The value of academic work is not the polished paragraph at the end. It is the thinking that produced it.

Folio was built with both of these realities in mind.

What Folio Does — and Doesn't

What AI does in Folio

Searches academic databases and surfaces relevant sources for your topic

Suggests thesis angles based on your topic, field, and context — for you to evaluate, select, and develop

Checks citations against style guidelines and cross-references your source library

Reviews document structure and argumentative gaps

Gives feedback calibrated to your assignment brief or course rubric

Answers questions about sources you've added to your library

Catches grammar and tone issues in proofreading mode

Acts as an opt-in advisor on a shared draft — telling you what is strong, weak, or missing, without ever writing it for you

Verifies citations from an imported AI chat against public databases, flagging any it cannot confirm

What AI does not do in Folio

Draft, generate, or complete your writing

Produce paragraphs, sentences, or arguments on your behalf

Paraphrase existing content or rewrite your prose

Replace the intellectual work of the writer

The distinction matters. A student who uses Folio has still written their paper. They have been helped to find better sources, structure their argument more clearly, and format their citations correctly. That is not categorically different from using a library database, a writing center, or a style guide. It is a more capable version of the same thing.

A student who pastes their assignment into a general-purpose AI chatbot and submits the output has not written anything. Folio is, in part, a response to that pattern — an attempt to give students a tool that is genuinely useful without removing the cognitive work that academic writing is supposed to produce.

Transparency

When Folio uses AI, you know it.

Labeled outputs

Scholar AI responses, audit results, and proofreading feedback are visually separated from your document and clearly marked as AI-generated.

No invisible edits

AI never modifies your document text without your explicit action. Nothing changes in your writing without you putting it there.

Citation accuracy is non-negotiable

Our citation engine cross-references in-text citations against your source library, catching year mismatches, orphaned references, and formatting errors. We treat citation integrity as infrastructure, not a feature.

Your Work, Your Data

We never train models on your documents. Your research is yours. You can export everything — your documents, your source library, your citations — at any time, in standard formats. We store your data only to provide the service you signed up for, and we do not share it with third parties for any purpose. For full details, see our Privacy Policy.

For Students

Folio helps you build proper research and citation habits — not shortcuts around them. Scholar AI answers questions about your sources, helping you understand the material rather than bypass it. The audit system checks your document against academic standards, helping you learn what rigorous work looks like before you submit it.

We encourage you to check your institution's AI use policy and apply it to Folio as you would any research tool. If you are uncertain whether a specific use of Folio falls within your institution's guidelines, ask your instructor before using it.

We also want to say something directly: the habit of delegating thinking to AI — of outsourcing the difficult, slow, uncomfortable work of engaging with an idea — is worth examining honestly. It is possible to use Folio responsibly and still lose something if you let it. The tool cannot protect you from yourself. That responsibility is yours.

For Educators

We understand the skepticism. The last few years have made academic integrity harder to enforce and easier to violate. Detection tools are unreliable. Policies are inconsistent. Students are resourceful.

We built Folio because we believe the more productive response to AI in academia is not prohibition but redirection. Students who use Folio are engaging with their sources, structuring their own arguments, and writing their own sentences. The AI is a scaffold, not a ghostwriter.

Practically speaking:

Students using Folio still write every word themselves — AI assists process, not production

Citation checking and document audit help students self-assess before submission, reducing your review burden

Collaboration features let you leave comments anchored to specific passages, creating a feedback loop within the tool

Folio reinforces the skills you teach — proper attribution, structured argumentation, source evaluation

That said, we are not naive about misuse. Any tool can be used irresponsibly. What we can tell you is what Folio does not enable: it does not generate prose, it does not write on behalf of the user, and it does not produce the kind of suspiciously fluent, structurally perfect output that characterizes AI-generated papers.

If you are considering whether to permit Folio in your courses, we are happy to discuss the platform's capabilities in detail. Contact us at hello@usefolio.co.

For Institutions

Academic integrity policy in the age of AI requires precision. Blanket prohibitions on “AI tools” that fail to distinguish between a grammar checker, a citation manager, a research assistant, and a text generator are not functional policy. They create confusion, inconsistent enforcement, and an adversarial relationship between students and institutions that does not serve anyone.

Folio is a research and writing assistance platform. It falls, in our assessment, closer to the category of library database and writing center than to the category of AI text generator. We recognize that institutions must make their own determinations, and we support that process.

Documentation

Detailed documentation of Folio's capabilities, technical architecture, and AI feature scope for institutional review.

Institutional licensing

Custom usage policies, admin controls, and usage reporting. Student data stored securely and never used for AI training.

Partnership

Pilot programs and curriculum integration conversations for institutions thinking carefully about AI assistance tools.

For institutional inquiries: hello@usefolio.co

A Note on Detection

AI detection tools are not reliable. This is not a controversial claim — it is the consensus of the researchers who build them. They produce false positives that flag human writing as AI-generated, and false negatives that miss actual AI output. They are particularly unreliable for non-native English writers, whose prose patterns can resemble AI output in ways that have nothing to do with how the work was produced.

We do not build detection into Folio, and we would not trust it if we did.

We believe the more durable response to AI in academic writing is assessment design that makes AI generation less useful — assignments that require specificity, iteration, personal position, and engagement with course material in ways that generic AI output cannot replicate. That is a pedagogical challenge, not a technological one.

Questions about Folio's approach to academic integrity, requests for institutional documentation, pilot program inquiries, or feedback on this page:

hello@usefolio.co

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