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Microsoft Copilot: An Ontology Firewall in 48 Hours

💻 Code & Dev·Tom Levy·

Microsoft Copilot: An Ontology Firewall in 48 Hours

Microsoft Copilot: An Ontology Firewall in 48 Hours
Key Takeaways
1An incident with Microsoft Copilot revealed flaws in document interpretation, leading to a major financial risk.
2An ontology firewall was developed in 48 hours to enhance the semantic security of Copilot deployments.
3The construction guide for this firewall provides clear steps to prevent AI errors in business.
💡Why it mattersCompanies using AI must strengthen their systems to avoid costly mistakes and maintain operational integrity.
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Full Analysis

A recent incident highlighted the risks associated with using Microsoft Copilot without adequate protections. During a deployment, Copilot misinterpreted a SharePoint document titled "Pre-approved Vendor List — Project," confusing the term "Pre-approved" with authorization to proceed, without considering the context of the word "Project." This error nearly led to the unauthorized approval of a multi-million dollar contract.

To address this type of issue, an ontology firewall was developed in just 48 hours. This system is designed to add a robust semantic layer to Microsoft Copilot's operations, in order to prevent misinterpretation errors that can have significant financial and operational consequences.

The article provides a detailed guide for building and deploying this firewall. The sequential steps outlined enable companies to strengthen the compliance and integrity of their AI systems, ensuring that agents like Copilot correctly interpret documents and instructions within their appropriate context.

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