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The text gives an idea of how to proceed with making a great AI project. I didn’t find an interest in the different ideas stated so the following is an automatic summary on the subject.
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How to Create an Excellent AI Alignment Project
The sources offer a structured approach to developing and executing an AI alignment project, emphasizing practical steps and valuable resources.
Project Ideation and Scoping
- Generate Ideas: Start by brainstorming potential project ideas. The sources recommend using prompts and exploring existing project examples for inspiration.
- Seek Feedback and Refine: Engage with your peers or mentors to select the most promising idea and refine its scope.
- Define a Narrow Deliverable: Articulate a single, primary deliverable for your project to maintain focus and increase the likelihood of success. This deliverable should be as simple as possible, allowing for scope expansion later.
Project Validation and Execution
- Conduct Rapid Tests: Validate your idea early on by performing quick tests to assess its feasibility and identify potential blockers.
- Prioritize Execution: Focus on iterative building and improving a concrete implementation rather than spending excessive time on planning and research.
- Create a Minimal Working Version: Aim to have a basic working version of your project by week 10 of a 12-week project sprint. This allows for ample time for feedback and iteration.
Feedback and Iteration
- Seek Diverse Feedback: Actively solicit feedback from your cohort, online communities like the AISF Slack workspace, your target audience, and trusted individuals.
- Iterate Based on Feedback: Use the feedback received to refine your project, creating multiple versions rather than striving for a single perfect version.
- Commit to One Idea: While exploring multiple ideas is tempting, concentrate on developing a single idea thoroughly to maximize learning and impact.
Time Management and Support
- Schedule Dedicated Time: Allocate specific time slots in your calendar for focused work on your project to ensure consistent progress.
- Leverage Available Support: Utilize your facilitator, peers, and online communities for guidance and assistance throughout the project. Don't hesitate to ask for help, especially when encountering challenges.
Project Evaluation and Submission
- Public Product: Create a public-facing output from your project, such as the project itself, a blog post, a video, or another form of communication. While attaching your name is encouraged, anonymous or pseudonymous submissions are also acceptable.