The AI Focus Group results are generated using AI-driven algorithms designed by SolveNext, based on open-source research by Microsoft and others. We utilize GPT-4 and GPT-4o from OpenAI, as well as Claude 3 and 3.5 from Antrhopic to generate these results.

Purpose:
The AI Focus Group aims to generate AI personas (also known as Synthetic Users in research) based on the data you provide:

1. A hypothesis to test
2. An occupation for the personas
3. An optional location

Main Goal:
The primary objective is to gather insights on your introduced hypothesis from the generated AI personas. This process creates:

1. A qualitative summary from each persona and the overall conversation
2. A quantitative "Wanted Score" reflecting each AI persona's perception of "wanting" or "desiring" the proposed hypothesis
3. You can have access to the full conversation transcript of the AI Personas for further analysis

AI Persona generation:

AI Persona generation - Image from Stefanode Paoli

AI Agent conversations:
AI Agent interactions - Image from Autogen

Research Foundation:
Our approach is primarily based on the following research:

• "AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation" by Quingyun Wu and others
• "Creating Synthetic Users Research: Using Persona Prompting and Autonomous Agents" by Vincent Koc.
• "Improved prompting and process for writing user personas with LLMs, using qualitative interviews: Capturing behaviour and personality traits of users" by Stefano De Paoli.
• "There is a faster and more accurate way to do reaserch. Use Synthetic Users" by Synthetic Users

Important Considerations:

1. Use this tool as a supplementary resource, not as the sole basis for critical decisions.
2. The AI-generated results are based on the data you provide and may not be entirely accurate or complete.
3. SolveNext is not liable for actions taken based on the AI's outputs. Always apply your own judgment when interpreting these results.