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Build a product with Gen AI as your partner: 3-SolutionGeneration
- In part 3 of the series, Gen AI used innovative solutions to address the customer problem hypothesis identified in part 1 and the promising market attributes discovered in part 2.
- The Innovator GPT provided various product ideas, some meeting constraints like being cheap and simple, and others being more unconventional such as creating scary escape room challenges for training.
- A study was conducted to gauge the creativity of the ideas generated by Gen AI, showing that they were seen as moderately creative by participants matching the target customer persona.
- The results indicated an average creativity score of 2.13 on a 3-point scale, with the AI producing applicable and novel ideas that the human participants found to be somewhat creative.
- Despite some challenges in the summarization process, the use of Gen AI proved valuable in generating business ideas and providing insights for decision-making.
- Moving forward, the series will continue to develop and refine a combined solution based on the top-ranked idea, supported by the analysis and input from Gen AI.
- The study involved 12 participants, with efforts made to match the demographic of technical project, program, and product managers.
- Randomization of ideas for participants and considerations for reducing Y-axis labels in visualizations were highlighted as areas for improvement in future studies utilizing AI assistance.
- The upcoming articles in the series will focus on creating a business plan leveraging insights from the preceding parts, demonstrating the practical applications of using AI in product development.
- Overall, Gen AI showcased its capacity to generate creative solutions, providing valuable inputs for innovation and decision-making processes.
- The series aims to continue exploring the potential of AI collaboration in product development and business planning, highlighting the benefits and challenges of integrating AI tools.
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