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This repository provides comprehensive guidelines, frameworks, and sample policies for the ethical and effective integration of AI in progressive organizations. It serves as a platform for discussion and collaboration on AI governance and ethics.

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A.I. Integration for Progressive Organizations

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Welcome to my AI Policy Guidelines repository. This repository is a platform where I publish my thoughts, insights, and drafted policies, guidelines, and frameworks on the ethical and effective use of AI in organizations. These documents are designed to assist organizations in implementing and managing generative artificial intelligence (Generative AI).

I invite everyone to evaluate, critique, and participate in the discussion. These are just my thoughts and I'm open to other ideas.

The repository contains the following documents:

  1. AI Principles Framework: This is where I've put down my thoughts on how AI can be ethically integrated in the workplace. My framework centers the practicioners – all AI use would need to be accountable, explainable, reversible, ethically guiding, and with peer oversight. It's a starting point for a conversation about using AI in a way that's good for everyone.

  2. AI Policy Guidelines: This document is a collection of implementation strategies to assist organizations in managing generative artificial intelligence (Generative AI). Each topic is presented at three levels: Good, Better, and Best. These guidelines are intended to be referred to in light of an organization's specific context, resources, and strategic objectives.

  3. Sample AI Integration and Experimentation Policy: This sample policy document outlines an organization's approach to the ethical use of AI, promotion of experimentation, and protection against data breaches. This was part of a collaborative attempt to draft a policy for the progressive political community.

Providing Feedback

I encourage industry peers to provide feedback and contribute to the dialogue. Here are a few ways you can provide feedback:

  1. GitHub Discussion Board: Join the conversation on our GitHub Discussion Board. This is a great place to share your thoughts and engage with the community.

  2. Submit an Issue: If you find a problem or have a suggestion, you can submit an issue on our GitHub repository.

  3. Submit a Pull Request: If you've made changes that you think would improve the repository, please feel free to submit a pull request. Be sure to include a detailed description of your changes.


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This repository provides comprehensive guidelines, frameworks, and sample policies for the ethical and effective integration of AI in progressive organizations. It serves as a platform for discussion and collaboration on AI governance and ethics.

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