Duriin

Autonomy runtime

Duriin is observing.

Building evidence-backed hypotheses from the archive and measuring them against the market.

Execution authority — Connecting to broker state…
Open hypotheses — — resolved
Directional accuracy — Waiting for outcomes
Average excess return — Against SPY benchmark
Tradable universe — Verified Alpaca instruments
01

Learning loop

Updating…
01ObserveArchive events—
→
02ProposeEvidence hypotheses—
→
03MeasureMarket outcomes—
→
04CalibrateEmpirical confidence—
→
05ActPolicy decisions—
02

Latest hypotheses

Legacy intelligence ↗
04

Decision ledger

Shadow
InstrumentDecisionDirectionCalibrationHorizonCreated
Waiting for calibrated decisions.
06

Historical replay

Isolated from execution
Run stateStarting…
Articles replayed—
Walk-forward evaluations—
Watermark—