Individual and social creativity for Social Good
The concept of “social good” in an AI creativity support application can be understood through several highlights:
**Social Creativity**: Creativity is not only an individual act, but also has a significant social component. The “SocialCreativeAct” emphasizes the importance of sociological, anthropological, and communicational factors in creativity. Social creativity involves the social construction of reality, cultural identity, and social interaction, which can be enhanced by AI applications that facilitate collaboration and the exchange of ideas.
**Integration of Individual and Social Creativity**: One example mentioned is Caretta, which seeks to integrate individual and social creativity. AI applications can support this integration by providing tools that foster both individual creativity (such as personal digital assistants) and social creativity (such as collaborative boards). This suggests that social good in AI applications for creativity can be achieved by facilitating an environment where individual and social creativity nurture each other.
In short, the social good in AI-powered creativity support applications focuses on fostering a collaborative environment that values both individual and social creativity, promoting interaction and the exchange of ideas to enrich the creative process.
Subjectivity in the creative process
In the context of AI story writing, both concepts, Umwelt and Collective Unconscious, offer interesting perspectives, but each addresses different aspects of the creative process.
Umwelt: This concept could describe how an AI could personalize and adapt stories based on a user's specific perception and context. Much like an organism creates its own Umwelt through interactions with the world, an AI could generate narratives that reflect each user's unique preferences, interests, and experiences, creating a more personalized and meaningful reading experience.
Collective Unconscious: This concept could be a future evolutionary path for AI in story writing by allowing it to access universal archetypes and symbols that resonate with a broad audience. By incorporating elements of the collective unconscious, an AI could create stories that touch on universal and emotional themes, connecting with readers on a deeper, shared level.
Both approaches have potential in the evolution of AI story writing, whether through individual personalization and adaptation (Umwelt) or through connection to universal themes and symbols (Collective Unconscious).
Applying Activity Theory in Data Analysis (with AI)
Activity Theory offers a comprehensive approach to analyzing data by considering social and cultural factors. Here are some ways to apply it:
**Contextualization**: Situate data within its social and cultural context to understand its meaning and use.
**Component Analysis**: Break down activities into subjects, communities, instruments, and objects for deeper understanding.
**Modeling**: Develop computable models that represent interactions within the activity system, facilitating complex analyses.
**Visualization**: Create visualizations that reflect both quantitative data and social dynamics, telling a more complete story.
**Identifying Contradictions**: Look for discrepancies in the data that may indicate areas for improvement and change.
**Collaborative Development**: Design environments that foster collaboration and learning, optimizing data use.
**Transdisciplinary Approach**: Combine different disciplines to tackle complex problems related to informational behavior.
Activity Theory not only enriches data analysis but also enhances informed and effective decision-making across various contexts.
It is often said, and rightly so, that data quality is essential for both analysis and training an AI... but it is not so common to hear about WHAT data, in particular, WHAT METADATA... I think it is because a robust theoretical framework is not usually used to analyze data (as is done, for example, in science, through theories, etc.).
And in the case of AI, the approach is also important... since it is necessary, in my opinion, to deploy a dialogue (this is what is new and powerful about this instrument) using natural language but within a framework of concepts... in principle, depending on the applications, it is not convenient for AI to be a black box in this sense...
How can we use this analysis with AI?
The goal is to be able to use it to find ideas that solve the tensions found. To do this, the notion of Activity Pattern is used, a mix between Activity Systems and Design Patterns. In this way, the findings in the data can be translated into natural language that describes the system in terms of its components in order to be able to search for solutions with AI. That is where XUL comes in (you can import this type of specifications directly from ZEPPELIN) to use creativity and innovation techniques (such as InnotationTemplates) to propose adjustments to the system.
Exploring Contradictions: Health as Luxury
XUL contains tools for creating solutions to problems from contradictions in a system, including ActivityPatterns and InnovationTemplates. For example, some proposals (summarized) on "health as luxury, in tension between a proclaimed capacity for self-care and excessive cost":
_ Offer wellness packages with access to nature retreats and community activities. These improve health and social perception without high costs.
_ Conceptual Example: Here the wellness benefit depends on interaction with nature and community, redefining "luxury" as authentic and accessible experiences.
_ Another proposal could be defined as an "essential wellness network", where elitist practices are replaced by human connections and shared healthy experiences, claiming the value of community as the new luxury status. Promote a culture of health and wellness based on simple, natural and community practices that do not depend on high-cost devices or treatments. Creating a new trend where “luxury” lies in simplicity and accessibility to wellness practices that are socially inclusive.
Some questions
How can high-end wellness practices be made more equitable and accessible to different social strata?
What role do media and social media play in perpetuating the idea that wellness is a status symbol?
To what extent do these practices actually improve health or are they more a symbol of conspicuous consumption?
Natural language, specific dialogue
The other day I came across a valid question in our world full of messages that want to stand out: how to do it if we all try to do the same thing, that is, stand out? One possibility is simply to be yourself... how difficult, right?
So I did a little exercise with XUL (support for creativity, design and advertising) using a particular type of dialogue with AI (yes, that is for me the really powerful thing about this new technology at least for this type of domain) that encourages independence.
I got certain ideas (or precursors of ideas), which I then used with another available technique that came to mind for one of the cases (Jung archetypes)... it makes me reflect: it seems incredible to me, communication with natural language has been fulfilled... hopefully now AI will be for the benefit of the user, another old dream
Creatures by dialogue
Taking AI-assisted creativity as an example, I used XUL to imagine a series of sea creatures as well, in this case to explore a “creative dialogue process.”
To do this, XUL allows for including domain-specific knowledge in the conversation (not just concepts, but also proven techniques, processes, archetypes, templates, roles, etc.)
What attracts me most about this new technology to assist creativity, on the one hand, is the ability to use natural language (even without the need to use English) to interact with the software, and on the other hand the need to have to interact: unfolding a dialogue is a creative process.
The creative DYAD
XUL is a creativity support environment that includes a specific domain and various tools to explore it, even in a reflective manner by XUL itself, for example, to set up a chat based on a human/AI creativity dyad under certain criteria such as cognitive diversity:
"- **Exchange of Perspectives**: We can start by sharing our unique experiences and knowledge. By combining our different perspectives, we can generate ideas that neither of us could have conceived separately.
**Brainstorming**: Let's conduct a brainstorming session where we each propose ideas without restrictions. Then, we can discuss and refine these ideas, leveraging our individual strengths to develop them further.
**Challenge and Collaboration**: We can challenge each other's ideas constructively, which can lead to an even more innovative synthesis of concepts. By collaborating and debating, we can find creative solutions to complex problems."
Innovation Templates
Exploring the domain of advertising creativity and design during the DALI project, with the mind to develop an application that supports creativity and innovation, I came across the InnovationTemplates (Goldenberg et. al.).
Goldenberg, Mazursky, and Solomon extend Altshuller's methods (ITRIZProcess) to propose that ideation is more effective when the PD team focuses on five templates ' well-defined schemes that are derived from an historical analysis of new products. The authors define a template as a systematic Change between an existing Solution and a new solution and provide a method by which the PD team can make these changes in a series of smaller Steps called TemplateOperation
With the advent of AI, the DALI project mutated into XUL, and with this environment I was able to begin to directly employ these ideas, which apply to creative domains beyond design and advertising.
About XUL
XUL is an application/environment to support creativity with AI for MacOS
Developed in an organic way during more than a decade, the resulting knowledge corpus is release to feed an AI (OpenAI based) that supports several specific creative dialogues, techniques, innovation templates, styles, point of views, approaches, qualities, and creative process.
Co-create in an unfolding creative process:
Process Improvement solutions
New Advertisements
Innovative Designs
etc. etc.
Why is XUL for you?
It is based on a robust creative dialogue model, which somehow makes prompt engineering transparent
It has a specific domain of knowledge about creativity, innovation, design and advertising, science and society that is broad and easy to use
It accommodates diverse types of users, from beginners to the most experienced and technical
It is fun
I use it for myself!
External Content
LinkedId