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PRI Responsibility
How we research PRI
Qont studies Portable Risk Intelligence to make guidance clear and safe. Every study has a defined purpose, a risk review, and controls before work begins. Experiments run in controlled environments and results are checked for accuracy and impact.
Human oversight
People approve plans and monitor key steps. High impact actions require checks by trained reviewers. Each decision leaves an audit trail so outcomes can be understood and explained.
Privacy by design
Privacy guides how information moves through research. Collection is limited to what is needed. Access is controlled by roles with logs. Retention follows clear timelines. De-identification and secure environments reduce exposure while work is performed.
Ethics review
Studies are screened for potential harm and misuse. Plans include escalation paths. Independent review looks at purpose, method, and risk so projects meet our standards before they proceed.
Fairness and evaluation
Performance is tested across realistic scenarios. When issues appear, methods are adjusted and tested again. Feedback from users and researchers informs the next round of improvements.
Transparency and learning
When Qont shares research notes, methods are described so results can be understood without exposing sensitive details. Limits and open questions are stated so readers know where findings apply.