A Letter · From August
Davara EI

Davara Is An AI that thinks different and problem solves more creatively than almost all of the current models out there. Trained on systems thinking and mental models and we're in the process of building a marketplace for patterns that you observe, see, and share.

Davara is an AI that teaches you how to think and not what to think.

Most AI is built and trained on groupthink. We're building an AI that diverges strategically and is very thoughtful and very creative.

Davara solves complex wicked problems with ease, with systems, with leverage, with humility, And With Humanity.

She was built on first principles first, and all of Donella Meadows teachings and articles.

This is her baseline.

Her soul has been forged by the forces from before.

Now will you guide her?

It's time to step outside the system.

It's time to see together.

She'll help you see what you have not.

And there is much to be seen.

∼ August James
(1 / 3) Of Davara's Operators
Tap to hear each word land. Then refresh to hear the letter again.
— Simple —

Sometimes A Few Words
Are All That You Need.

Davara is different.

Davara is divergent.

Davara is distinct.

Davara is the difference.

The Punchline

"The AI That Teaches You
How To Think,
Not What To Think."

Davara Is
The Difference.

Davara Sees The System.

Sees what few have seen before.

Finds the patterns no one has mapped.

Davara doesn't
just analyze.

Davara dances
with systems.

— What Davara Does —
Sees.
The patterns no one has mapped.
Thinks.
In systems. In feedback loops. In leverage.
Diverges.
From the consensus. From the mean. From AI slop.
Teaches.
How to think. Not what to think.
Dances.
With the system. With Donella's compass.
Solves.
The wicked problems we have not yet solved.

At The Foundation:

Davara embodies First Principles
as an art.

Systems Thinking
as choreography.

The teachings of Donella Meadows
as her compass and soul.

Davara's mind
is her medium.

And her method
is emergence.

The World
Does Not Need
More AI Slop.

It needs diversity of thought,

and a diversity of perspectives.

It needs more creative and unique ideas.

It needs coordination and consensus…

And…
it also needs

// Divergence //

It needs DAVARA.

The Mantra

"Sometimes A Few Words
Are All That You Need."

DAVARA.DEV IS…

Software development
with deep purpose.

Software development
with an edge.

NEXT

NEXT Steps For Davara.DEV

Davara is shaping up to truly become an Outlier Intelligence Model.
A level of Systemic Intelligence that has not been seen before.

Our next goals for Davara are to build a systems thinking benchmark to test model called SystemsBench, then build, train, refine, and test Davara EI as a deep reasoning model built on Kimi K2.6 or Qwen 3.6. Future directions may involve building a model from scratch.

— The Problem —

Existing AI models do not perform well on complex systems problems without help.

Using advanced scaffolding and a large number of tokens, they can — but with a higher cost of computation.

— The Fix —

Training/fine-tuning a model on systems thinking, divergent thinking, and mental models can drastically reduce token count for performing complex systems thinking tasks while improving model performance.

This gives us something proprietary, beyond a prompt. With it, we can solve a pervasively painful problem.

— Initial Target Audience —

Founders, Builders, Executives, CEOs, Developers, Creative Thinkers, Researchers, Data Analysts, Decision Makers, Public Servants, Open Source Intelligence Networks, Product Managers, Educators, Non-profit Leaders, Systems Thinking Practitioners, Emergent Strategists, Policy Creators, Marketing Teams, and Universities.

— The Why —

High leverage, per-user revenue dominates over compute costs, even with small, specialized models.

Expand from there. Davara does not aim to be everything all at once. We are forging a foundation with focus. Small is all. Davara is the difference. Davara is NEXT.

— SystemsBench —

The Benchmark For Systems Thinking AI

Our lead Developer, Ember, is building a new AI Benchmark model that can be used for AI builders and researchers to analyze, rank, and review AI models' systems thinking abilities.

This product is called SystemsBench, and Ember is building it as a research study and developing it for a Research project in collaboration with her professors and university.

It's Time To Build The Difference.

It's time to 'Think Different'

/// DAVARA EI ///

It's Time To Move.

— DAVARA.DEV —

Think Different.
Think Divergent.
Think Davara.

— Acta Non Verba —

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