The Cognitive Revolution
We Solved Persistent Intelligence.
OA is a research lab. Gunner is what we built. Okren is what we found.
Persistent Intelligence is the whole operating problem: remember, reason, coordinate, act, observe and continue.
The architectural shift
Models Think. Agents Work. Gunner Carries the Work Forward.
A model supplies intelligence. An agent gives that intelligence a job. Gunner carries the body of work across models, workers, tools, state and time.
Model
Supplies intelligence.
Reasoning and generation are capabilities the larger system can use. Examples today: GPT-6 Astra · Claude · Grok. Reasons · Generates · Interprets · Answers.
→
Agent
Gives intelligence a job.
A worker can pursue an objective, use tools and carry some context across multiple steps. Persistent-agent examples today: Dots · Grok Bot. Has a task or objective · Uses tools · Can carry memory or context · Performs work over multiple steps.
→
Gunner
Carries the whole body of work.
OA’s operating architecture for Persistent Intelligence. The persistent unit: the work, not one model or worker. Carries the objective · Maintains memory and changing state · Coordinates models, agents and tools · Uses different kinds of reasoning · Observes what happened · Continues from changed reality.
The model can change. The worker can change. The work remains.
It began with one question: could a person’s intelligence continue after they were gone?
The first revolution
Human Intelligence Changed When We Learned to Carry It Forward.
We remembered what happened. We wrote it down. We added context. We taught one another. We divided responsibility. Intelligence became cumulative.
01
Memory
Remember what happened.
02
Knowledge
What one person learned becomes useful to another.
03
Coordination
Specialists work together instead of everyone doing everything.
04
Institutions
Rules and authority grow around powerful collective action.
INTELLIGENCE BECAME CUMULATIVE
What one person learned could become useful to another — then to many.
Different jobs. Different intelligence.
One Kind of Intelligence Cannot Do Every Job.
Probabilistic
The unknown.
Language. Research. Ambiguity. Interpretation. Novel situations.
Declarative
The known.
Facts. Relationships. Rules. Limits. Explicit logic.
Explore where the world is uncertain.
Deduce where consistency matters.
Look around
The Industry Is Moving Toward Persistent Agents.
Major AI platforms are adding persistent memory, tools, agents and runtime responsibilities around their models. The architecture is converging. The category name is not.
Persistence makes knowledge durable. It can make mistakes durable too. Persistent Intelligence requires Persistent Correction.
What we found by running it
Persistent Intelligence Creates Two Different Jobs.
The first is intelligence: understand, remember, reason, coordinate, act, observe and continue.
The second appears when those actions become consequential: who decides what may become real?
Gunner
Operates.
Persistent Intelligence carries the work forward.
Okren
Supervises.
Independent supervision applies human-defined authority before consequential financial actions become real.
Gunner operates. Okren supervises.
Why OA exists
OA Is Where We Keep Following the Problem.
We began with one person.
That work became Persistent Intelligence.
Persistent Intelligence exposed a separate authority problem.
That became Okren.
We keep following what intelligence needs next.
Signals
Ask OA
Context File
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