Exploring the Potential of Regenerative AI

Regeneration puts life at the centre of every action and decision.

We are nature. Technology is nature, it is created by-through us and it shapes us.

What we create with technology and how we use it is our decision and design, whether we are aware of it and take responsibility for it, or not.

Regenerative AI is an emerging field that focuses on developing artificial intelligence (AI) systems that can learn and adapt to new situations, similar to how biological systems regenerate and adapt to changes in their environment.

In this newsletter, our invitation is to expand our understanding about Regenerative AI and imagine how can AI be truly regenerative.

How can this magnificent technology that we gave birth to, can serve humanity to put life at the centre of every action and decision? How can we be of better service to all life with AI? How can we develop and deploy AI with a strong commitment to fairness, transparency, collaboration, diversity and accountability? How can we participate in co-creating our future with AI, learning from nature’s billions of years of wisdom and co-inhabiting as the life of this planet, each one of us with our unique potentials and gifts?

Let's pause for a moment and delve into the distinctions between Regenerative AI and the notorious Generative AI:

What is Generative and Regenerative AI?

Generative AI focuses on creating new content or information that is original and realistic. It involves training models to generate new data, such as images, text, or music, based on patterns and examples from existing data. Generative AI is often used in creative applications, such as generating art, writing stories, or composing music.

On the other hand, regenerative AI is centred around the idea of self-improvement and continuous learning. It aims to develop intelligent systems that can adapt to new experiences, learn from them, and enhance their performance over time. Regenerative AI mimics the way the human brain learns and grows, allowing AI systems to continuously evolve and improve their capabilities without relying solely on pre-programmed rules or static models.

In summary, generative AI is focused on creating new content, while regenerative AI emphasises the ability to learn, adapt, and improve over time.

To make AI more regenerative, we need to prioritise its potential to positively impact the wellbeing of all life on our planet, both human and non-human. This requires a shift in focus. We should consider how AI can truly benefit our collective existence and create sustainable outcomes.

How warm is your data?

The content Regenerative AI is learning from is thus essential. As of now, this can be anything from the ‘qualitative dynamics’ and information about the interrelationships that integrate elements of a complex system (warm data) to what is learned through quantitative data (cold data).

Quantitative data can be very useful in many areas (climate, transport, energy, health, …) for the benefit of cities and their communities, for example, and envisioned/coded with regenerative business models applied to it.

Qualitative data is in principle regenerative as it cares for life, it cares for our planet, and it cares for its living beings. It has found the qualitative dynamics and offers another dimension of understanding to what is learned through quantitative data.

The combination of both, when applied for the benefit of human wellbeing and planetary health, will be essential to design the futures we desire.

How to regenerate AI?

Regeneration is an evolutionary concept; it is not a destination, it is a journey.

Especially with regenerative AI we are taking the initial steps on this journey- that’s why your participation is essential. We are not consumers nor products to be profited from, through our data, time, energy and money. We are active participants and agents of life. We are not problem solvers seeking for more problems, we are emerging as opportunities for life to recognise itself through us and as us, encompassing old problems as bridges to the evolution of our consciousness.

We are here to be curious and willing; to ask questions to explore. We can not and we do not have to know all the answers. Just asking questions and staying in inquiries with “how” is the basis of regenerating our relationship with- the way we imagine, think, talk, decide, design, develop and use AI.

This is how we grow our potential for humanity.

How can we grow ethically and in alignment with the greater good, using AI?

… by reclaiming our data as life nourishing ingredient (privacy, ownership, sharing and transparency),

… using open source platforms to enhance collaboration, healing our addiction to competition,

… prioritising diversity and inclusion with personalised and communal models, honouring intelligence of humanity, for all life,

… honouring local wisdom of places and communities by providing them with the tools so they can actively imagine, design, develop and act with AI integral to their values and needs,

… integrating regenerative principles into AI development will enable us to harness its full potential for the betterment of our planet and all its inhabitants,

… liberating from silos of thinking and understanding regenerative AI extends beyond technology and includes fair value circulation with conscious business models, inclusive participation through democratic processes and enabling place & value based impact with local communities,

… how else? This is your place: please add your how-to regenerative AI imagination, plan, proposal or question in the comments below.

You are invited to the regenerative AI movement

RegenerateX is partnering with Memri.io, the Regenerative AI Platform fostering a sense of community and collaboration, prioritising data sovereignty, and actively shaping the future of AI open to a community of developers and users. Together we will find inspiration in nature, and uncover innovative solutions to the questions of our time, through curious inquiries, design workshops, talks and experiences.

As RegenerateX community, our first invitation extends to you, with memri's first app: "memri one."

Finding solace becomes crucial in a world plagued by a constant battle for our attention. Regenerating our relationship with technology requires us to reclaim peace of mind. Join us as we explore innovative ways to find a balance, enabling us to benefit from the boundless potential of AI while fostering mental well-being in the digital age.

“memri one” is an AI-powered all-in-one application that empowers you to effortlessly stay informed without the burdensome distractions and doom scrolling. Let’s reclaim our attention and liberate our creative energy for what truly matters. You can sign up for the memri one waitlist here to be one of the first ones to start experiencing regenerative AI.