AI Disclosure

Last updated: 2026-05-29

Cruxible uses artificial intelligence to do its work. This notice explains where AI is used, what is automated, where you stay in control, and the limits you should keep in mind. It complements our Terms of Service and Privacy Policy.

1. Where AI is used

When you submit an idea, Cruxible runs a structured, multi-stage research pipeline grounded in established market-research methodology. Within that pipeline, AI is used under strict, source-grounded constraints: large language models and automated web retrieval handle structured retrieval, pattern extraction, and synthesis, while every factual claim is traced to a source, graded for evidence strength, triangulated across independent signals, and challenged by a dedicated adversarial review stage. It is a research instrument, not a chat session. The frameworks and techniques behind the pipeline are described on our methodology page, and the third parties that provide the models and retrieval are listed in our Subprocessors notice.

2. What is automated and what is not

The research, evidence grading, and drafting steps are automated. You stay in control at the points that matter: you decide what idea to submit, you respond at the human review checkpoint when the run pauses for your input, and you decide what to do with the output. The Service does not act on your behalf or make decisions for you.

3. Limitations

AI output can be incomplete, out of date, or wrong. Cruxible grades the evidence behind its findings, but grading reduces risk rather than removing it. The output is research to weigh, not a guarantee, and not a prediction that an idea will succeed. It is not professional, financial, investment, or legal advice. Always apply your own judgment and verify anything you intend to rely on.

4. Notices in the product

Cruxible surfaces AI-use notices inside the product: on the research report, at the human review checkpoint, and when you first reach the dashboard. These notices link back to this page so the disclosure is available where the AI is actually working.

5. Changes

We may update this notice as the Service changes. We will update the "Last updated" date when we do.