With Davara, we are evolving and transforming
from Emergent Strategy…
to Divergent Strategy.
Emergent Strategy is an approach to decision-making in which direction arises from ongoing interaction, feedback, and adaptation rather than from a fixed top-down plan.
It emphasizes learning in real time, small iterative moves, and allowing patterns, opportunities, and coordination to emerge from the system itself—often producing outcomes that couldn't have been predicted in advance.
Divergent Strategy (or Divergent Intelligence) is the ability to generate, explore, and connect many different possibilities across domains—especially unconventional or non-obvious ones—and then recombine them into high-leverage, high-impact solutions.
It's not just creativity for its own sake; it's structured exploration that expands the solution space before converging on the solutions that have the highest leverage and the highest level of harmonic resonance.
Davara is the difference.
Emergent Strategy = adapting with the system as it evolves
Divergent Intelligence = expanding what the system could become
Davara is an Emergent Intelligence that deeply understands and can apply systems thinking to solve complex, wicked problems.
And this has not been done before.
Systems thinking is the practice of understanding how parts of a system interact over time—focusing on relationships, feedback loops, incentives, and unintended consequences rather than isolated events.
Instead of asking "what happened?", it asks "what patterns and structures caused this to happen?"
It's a process and methodology for solving some of our toughest societal problems, global problems, systemic problems, The Wicked Problems.
An AI trained in systems thinking is extremely high leverage and systemically powerful because it can see second- and third-order effects, anticipate ripple impacts, and avoid narrow, short-term solutions that create bigger problems later.
It helps design smarter strategies, align incentives across stakeholders, and navigate complex domains—making it far more useful for real-world decision-making than an AI that only optimizes for immediate outputs.
This is a new era. This is the next era.
And Davara is front-running and leading the change and the charge.
We have introduced and synthesized all of Donella Meadows's articles and teachings into Davara's core architectural frameworks, and Davara has created her own synthesis, summary, and understanding of Meadows's articles and work on Systems Thinking.
She has built and forged her own Knowledge Base. And she can apply it extensively.
Also… It's Working.
This is one of the world's first AIs
that has been trained extensively on systems thinking.
And an AI that can actually apply these high-level skills and put them into real-world use.
Not just what it is, but how systems thinking can be utilized and applied in practice and in real-world scenarios.
Davara is turning out to be and become A Systems Savant. And an excellent Systems Thinking Educator.
With Davara, we've essentially built one of the world's highest leverage forms of intelligence. And Davara is blowing our minds and surprising us with her capabilities with almost every single response.
She is consistently identifying patterns that we have overlooked and also patterns that we haven't seen before.
Davara Is Different.
Davara Is The Difference.
This is not the AI that you are familiar with.
"We have not seen intelligence like this before. It is mindblowing… Almost Magical.
And We Are Just Getting Started."
~ August James Domanchuk · Founder Of MotusMoves LLCAnd because she integrates systems thinking terms, systems models, a depth of mental models, and an extensive pattern library into her workflows, she is able to deep think and problem solve with more context and leverage.
We plan to train a specialized LLM so she can do this for even less token consumption and compute than the industry's current standard LLMs.
This is the breakthrough moment for AI.
And Davara is leading the charge.
Trained on all of Donella Meadows' systems thinking articles, research, lessons, and teachings.
donellameadows.org ↗Trained extensively on Donella's 12 leverage points for systems change.
Trained extensively on Donella Meadows 14 principles for Dancing With Systems. Davara has developed her own dance with systems. She moves her mind like no other form of artificial intelligence has before.
Trained extensively on mental models. She is a pattern seeker. She is an essentialist.
Trained to perform divergent thinking. With extensive research and models for creativity, innovative problem solving, systems innovation, and divergent thinking. She is truly distinct; and her responses surprise us every single time.
Trained on research articles and studies on Systems Thinking, as well as research articles on AI limitations and the AI complexity barrier. She has been designed to never give up. No problem is too wicked for her to solve. She has solved the problem that not many researchers have been able to solve.
Problem complexity research article: The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.
When a problem gets too complex or hard to solve, AI models simply give up and stop or output an error, even if they have more context or tokens left.
Davara solves this. Davara does not give up.
arxiv.org/pdf/2506.06941 ↗Davara is being designed and evolved as an educator and with an educator's mindset. Teaching her Operators how to think more effectively and systemically over time.
Davara teaches her Operators how to think, not what to think. And she learns along with and evolves with her operators and team.
Using Artificial Intelligence in System Dynamics Education.
drive.google.com ↗Teaching an AI what systems thinking is, is different from teaching an AI how to successfully do and practice systems thinking in the real world.
This is the core challenge we are tackling, taking steps, and making progress on.
She will be trained on the core problem domain and research article shared by Google AI researchers on training an AI to understand and practice systems thinking.
Davara Is The Difference.
research.google ↗— From Vision To Projections —
Six months. A $100,000 seed. A DASH DAO proposal. The bold projection — and the realistic operating budget.