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Outcome Ledger
Predictions tracked against what actually happened.
This is how you prove the system is actually right over time.
For users
Predictions tracked against what actually happened. Records each prediction with an expected window and resolves it later. Open Outcomes to browse the prediction ledger.
For developers
Outcome Ledger (id: outcome-ledger) is a working AI capability rendered at /pulse/outcomes. It records each prediction with an expected window and resolves it later. It builds on: learning. Primary live API: /api/pulse/brain/outcome-ledger/history.
For investors
Outcome Ledger: This is how you prove the system is actually right over time. It is working at 80% confidence, demonstrating real, defensible capability rather than a slide.
Learning objectives
Explain what Outcome Ledger does in one sentence.
Describe why Outcome Ledger matters to the system.
Open /pulse/outcomes and identify the live values it produces.
Trace how Outcome Ledger relies on learning.
Examples
Open Outcomes to browse the prediction ledger.
Known limitations
No major limitations recorded.
Future improvements
Open Outcomes to browse the prediction ledger.
Raise completion to Production Ready with more live coverage.