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AI 411 is an open-source effort to develop a POC that makes the best ensemble of AI models available to everyone through SMS.

The idea behind AI 411 is to provide access to language models without requiring users to have any knowledge about the models themselves. This would ensure that users receive the best possible response to their queries.

Imagine a platform that combines the accessibility of SMS with the diversity of models from HF.

• Users can send an SMS to a designated number with their query or question
• The AI 411 platform would then use an ensemble of AI models to generate a response
• The response would be sent back to the user via SMS, without requiring them to have any knowledge about the underlying AI models
• Hugging Face is instrumental for a wide range of AI models
• An optimization routine to keep bias and server load low

By uniting the expanded solution space of ensemble models with the familiarity and relative ease of sending a text, we can create a platform that makes LLMs more accessible to everyone, regardless of their technical expertise. The AI 411 SMS interface would provide a simple and intuitive way for any user anywhere with internet/mobile access to the very best language models.

Key Considerations

1. Trust and transparency: Users must trust that the information they receive is not being censored or manipulated in any way. Users should have the option of prompting for as much information as can possibly be provided about the underlying model structure if that's relevant to them, but without being overwhelmed with details by default.
2. Quality of responses: The interface should be designed to provide the best possible response to user queries. This may involve prompting users to provide more information or clarifying their questions to ensure accurate responses.
3. Handholding and guidance: The interface should provide guidance and handholding to users, especially those who may not be familiar with AI models or technical terminology.

By extending HF with ensemble models and a simple SMS interface, we can create a powerful tool that makes AI accessible to everyone. Read more here: https://q08.org/ai-411 and feel free to join the conversation.