Dream and Discovery Factories
The AIxNEXT Dream and Discovery Factories envision an open, non-profit community dedicated to expanding the space of dreams, problems, discoveries, and solutions.
The factories invite people from all backgrounds to imagine new possibilities, explore questions that have not yet been asked, generate new problems, develop solutions, and contribute to a continuously expanding body of knowledge.
Open to Everyone
The Dream and Discovery Factories are open to researchers, students, developers, practitioners, educators, and anyone interested in exploring new possibilities and creating value through discovery.
The goal is to create an environment in which dreams, ideas, questions, problems, and solutions can be proposed, discussed, explored, tested, and improved regardless of institutional affiliation or disciplinary background.
By lowering barriers to participation, the factories bring together diverse perspectives, experiences, and expertise. Such collaboration can reveal problems and opportunities that might otherwise remain undiscovered and enable participants to pursue possibilities beyond the limits of conventional thinking.
Dream Factory: Imagine What Could Be
The Dream Factory is a place where people express, share, and explore their dreams, visions, and aspirations for the future. A dream may involve discovering something new, inventing a technology, solving a societal challenge, improving everyday life, creating a new business, or imagining possibilities that do not yet exist.
Members are encouraged to express their dreams freely without needing to define a technical problem, demonstrate feasibility, or propose a solution in advance. A dream does not have to be immediately practical or achievable. Its value may lie in opening a new direction for exploration.
Through dialogue, collaboration, and the use of AI and other tools, members can examine their dreams, identify opportunities, formulate questions, and explore what might be possible. The Dream Factory encourages a culture in which imagination is not merely an expression of personal aspiration, but a starting point for exploration, problem generation, and discovery.
Dream → Imagine → Question → Explore → Generate Problems → Create
Every dream can be a starting point. What seems difficult or impossible today may inspire a problem worth exploring, a discovery worth pursuing, or a solution that changes the future.
Discovery Factory: Generate Problems and Solutions
The Discovery Factory provides an open environment for discovering, formulating, and generating new problems, developing solutions, and advancing knowledge.
Conventional problem solving often begins with a predefined problem and seeks the best available answer. The Discovery Factory seeks to go beyond this paradigm. Its mission is not only to solve known problems, but also to expand the space of problems that can be explored and the space of solutions that can be developed.
This mission is closely aligned with Generative Problem Solving (GPS), which combines generative AI with classical AI, computing, algorithms, and other techniques to support the generation and solution of problems, with an emphasis on accuracy, reliability, and verifiability.
The fundamental GPS cycle is:
Generate Problems → Solve Problems → Learn from Solutions → Generate New Problems
This cycle makes problem generation an ongoing activity rather than a one-time step before solving. Each solution can reveal limitations, raise new questions, expose unexplored possibilities, or suggest entirely new problems. The objective is not simply to solve more problems, but to continuously expand the problem space and, consequently, the solution space. Systematic exploration of previously unformulated problems can reveal new opportunities for discovery, innovation, and value creation.
From Dreams to Discoveries
The Dream Factory and Discovery Factory are complementary components of a continuous process of exploration and creation. The Dream Factory provides an entry point for imagination and aspiration. The Discovery Factory provides a framework for turning those aspirations—and questions arising from other sources—into problems, solutions, and substantiated discoveries.
A possible journey is:
Dream → Imagine → Question → Generate Problems → Develop Solutions → Substantiate → Share → Learn → Dream Again
Not every dream must immediately lead to a well-defined problem, and not every discovery must originate from a dream. Research, observation, practical needs, unexpected results, and existing problems can also initiate discovery.
The two factories therefore support multiple paths between imagination and discovery. A discovery may inspire a new dream; a solution may reveal a new problem; and a newly generated problem may open an entirely new field of exploration. Together, the factories foster a continuous culture of imagining, questioning, discovering, creating, and learning.
Substantiate and Share Solutions
Generating a promising idea or solution is only the beginning. To contribute meaningfully to knowledge and society, a solution may need to be implemented, examined, tested, reproduced, evaluated, and substantiated.
The factories encourage members to share their work and invite others to examine its validity, identify limitations, reproduce results, and build upon previous contributions. AI-generated outputs and proposed solutions should not automatically be treated as established knowledge. Depending on the nature of the work, substantiation may involve theoretical reasoning, mathematical proof, empirical testing, experimental replication, formal verification, or other appropriate evaluation methods.
The factories aim to provide an open environment in which ideas and solutions can be improved through collaboration and critical examination. Substantiated solutions can become building blocks for subsequent discoveries. By making knowledge available for further exploration, members help create a cumulative process in which each contribution can support new questions, new problems, and new solutions.
A Non-Profit, Value-Creating Community
The Dream and Discovery Factories are envisioned as a non-profit initiative that supports its members in generating intellectual, scientific, societal, and economic value. The factories themselves are not primarily organized to maximize profit. Instead, they seek to provide an open environment for imagination, collaboration, problem generation, solution development, validation, and knowledge sharing.
Members may pursue appropriate commercial or other value-generating opportunities arising from their work, including technologies, products, services, research outcomes, and new ventures. An open, non-profit structure can help advance the broader mission of making problems, solutions, methodologies, and knowledge accessible to society whenever appropriate, while enabling members to benefit from the value they create. The factories encourage responsible collaboration, appropriate recognition of contributions, and the sharing of knowledge in ways that support both individual achievement and the broader public good.
The Vision: A Continuously Expanding Space of Dreams, Problems, and Solutions
The Dream and Discovery Factories are intended to be more than conventional research laboratories or platforms for finding answers. They represent an open, community-driven ecosystem for imagining possibilities, generating problems, developing solutions, substantiating discoveries, and creating new opportunities.
Their vision can be summarized in a continuous cycle:
People → Dream → Generate Problems → Solve → Substantiate → Share → Learn → Generate New Problems → Dream Again
This cycle is not strictly linear. Dreams can emerge from discoveries, problems can arise from solutions, and new opportunities can appear at any stage. The ultimate goal is to cultivate a culture in which people do not merely use AI to answer predefined questions. Instead, they use AI, human creativity, computing, scientific reasoning, and collaboration to imagine what could be, discover what is not yet known, formulate problems that have not yet been explored, and create solutions that expand what is possible.
Dream beyond what exists. Discover what is unknown. Generate problems worth solving. Create solutions that shape the future. The AIxNEXT Dream and Discovery Factories invite everyone to participate in this ongoing journey.
For More Information
To learn more about the AIxNEXT Dream and Discovery Factories, express interest in participating, or explore opportunities for collaboration, please email admin@aixnext.org.