We build perpetual machines, not predictions. The goal is autonomous systems that learn and adapt indefinitely.
Otonomii Is Not a Trading Company
Four layers with strict import boundaries. Brain stores, Mind reasons, Machine acts, Arena defines the world.
Brain-Mind-Machine-Arena Architecture
No humans in the loop. Self-healing: detect, diagnose, fix, verify — all autonomous.
Machines Monitor Machines
Every decision passes the Contrarian Gate. If everyone does it, why would it give us an edge?
First Principles Over Borrowed Knowledge
Maximizing features leads to overfitting. Low complexity enables faster learning loops and expert feedback.
Why Simplicity Wins
Knowledge is external and unvalidated. Experience is earned through prediction error and validated learning.
Knowledge vs Experience
A 7-part series on what we build and why
OTONOMII EXPLAINED
OBSERVE
Possibilities
Context
Probabilities
Decision
Risk
Action
Learn
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THE POSSIBILITY LADDER
If anyone can interact with the system, that system will outlast and outperform over a lifetime.
Radical Simplicity
Every action feeds back into observation. Credit assignment tracks where errors originate.
Perpetual Learning
Accuracy without knowing the full possibility space is dangerous. Honesty over false confidence.
Honest Uncertainty