Build the mechanism before the claim.
Our research sets the direction; our products are built on it.
What we believe
State belongs outside the moment.
If an objective matters beyond the current model call, its important state deserves a durable representation of its own.
Human correction is high-value information.
When a person rejects an assumption or changes direction, that event should shape the future of the task. The system should not have to rediscover the same correction later.
Evidence belongs with the decision.
Sources, tests, observations, artifacts, and tool results are most useful when their relationship to the decision they support remains explicit.
Uncertainty should remain visible.
Fluent output can hide unresolved judgment. Where uncertainty could materially change the result, the system should represent it rather than quietly turn it into fact.
What we build
Eidren is built on our research into long-running work.
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