Idea Generation

Idea generation, the process of creating novel concepts and solutions, is increasingly being augmented by artificial intelligence, particularly large language models (LLMs). Current research focuses on developing AI tools that not only generate a large quantity of ideas but also objectively evaluate their quality, novelty, and feasibility using techniques like vector embeddings and automated analysis. This work aims to improve the efficiency and effectiveness of idea generation across diverse fields, from scientific research and product design to business innovation, by leveraging the strengths of both human creativity and AI's computational power. The resulting tools promise to accelerate innovation and enhance decision-making processes in various domains.