Claristotle Kick off

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Meeting Summary: Claristotle - Claris AI Learning Initiative
This meeting discussed the potential for creating an AI-powered learning platform for the Claris community, which was dubbed "Claristotle."
The main points and concepts discussed were:
1. Latent Intelligence in Current AI Models
Cris and Matt shared experiments testing the "latent intelligence" of AI models like GPT-3.5 and GPT-4 on FileMaker knowledge.
The models scored around 64-78% on FileMaker proficiency tests, demonstrating a significant baseline of knowledge to build upon.
2. Retrieval Augmented Generation (RAG) Approach
Cris proposed using a RAG approach to create a comprehensive FileMaker knowledge base that AI models can draw upon to provide answers and assistance.
This separates the knowledge base from the AI model, allowing the knowledge to be continuously updated and used with any model.
Rick Kalman noted, "You're taking 2 things that are are good and putting them together, and not making either one try to do the the other thing right."
3. Community Contributions and Expert Reinforcement
The Claris community's 50,000+ developers can contribute knowledge and provide feedback to reinforce the AI's learning.
Cris highlighted the opportunity: "We have an an amazing opportunity within the Claris community to be able to create a knowledge base that would allow for AI learning."
Mechanisms like upvoting and citation can be used to prioritize expert contributions.
4. Benefits and Applications
The AI-powered learning platform could provide localized, context-aware assistance to FileMaker learners worldwide.
It could be integrated into various help systems, chatbots, and learning resources.
The platform would be an open-source initiative, freely available to the community.
Next Steps:
1. Establish a communication platform for further discussion and planning (Discord invite: / discord .
2. Gather and prepare knowledge resources from Claris, the community, and individual contributors.
3. Address data privacy, security, and opt-out mechanisms for contributors.
4. Determine hosting and management of the vector database powering the knowledge base.
The meeting concluded with excitement about the potential for Claristotle to revolutionize learning within the Claris community and lower barriers to entry for new developers. As Cris Ippolite stated, "I am profoundly moved by the opportunities that we have in front of us to create this guide on the side or this this like high quality, mentor training experience."