Disclaimer

Introduction

Welcome to PubSec.ai. This site is maintained by Kevin Tupper and colleagues from Microsoft who specialize in AI adoption for the public sector. The views expressed here are those of the individual contributors and do not reflect the official positions of Microsoft Corporation, the U.S. or any State Government, or any affiliated agency.

AI-Assisted, Human-Reviewed Content

Content on this site is created using a combination of human expertise and AI-generated assistance. While AI helps generate initial drafts, our team reviews, refines, and verifies all content to ensure accuracy and alignment with public sector needs.

Important: AI systems can produce incorrect or inconsistent responses. Examples and demonstrations may vary with each use. All AI-generated content has been tested and reviewed, but results may differ in your environment.

General Information Only

This site provides general information and guidance about AI adoption in government. It is not intended to provide specific legal, technical, or compliance advice. The information presented:

• May not be complete or applicable to your specific situation
• Should not be relied upon as the sole basis for decisions
• Does not guarantee any specific outcomes or results
• May become outdated as technology and regulations evolve

No Guarantees or Warranties

We strive to provide accurate and helpful information, but we make no representations or warranties of any kind, express or implied, about:

• The completeness, accuracy, reliability, suitability, or availability of any information
• The results that may be obtained from the use of any guidance or templates
• The compatibility of any solutions with your specific systems or requirements

Security and Compliance Considerations

While this site discusses security and compliance considerations:

• No technology solution can guarantee absolute security
• Each organization is responsible for ensuring their implementation meets applicable security and regulatory requirements
• Compliance outcomes will vary based on your specific environment and implementation
• You should conduct your own security and compliance assessments

Your Responsibility

Any use of this content is at your own discretion and risk. You are solely responsible for:

• Evaluating the accuracy and applicability of any information to your situation
• Ensuring compliance with all applicable laws, regulations, and policies
• Testing and validating any solutions in your environment
• Making independent decisions about technology adoption

Limitation of Liability

To the fullest extent permitted by law, the contributors to this site disclaim any liability for any direct, indirect, incidental, consequential, or special damages arising from your use of this site or reliance on any information provided.

Third-Party Content and Links

This site may contain links to third-party websites or references to third-party products and services. These are provided for convenience only and do not constitute an endorsement. We are not responsible for the content or practices of any third-party sites.

Changes to This Disclaimer

This disclaimer may be updated periodically to reflect changes in content, technology, or legal requirements. The “last updated” date will be shown below. Your continued use of this site after changes constitutes acceptance of the updated disclaimer.

Contact Information

We welcome your feedback and questions. However, please note that any communication does not create a professional services relationship or obligation to provide specific advice.

Last Updated: August 07, 2025