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Foresight

Verifiable prediction intelligence. We predict which science papers become startups — and we prove we’re right.

Public freshness

Foresight public flywheel

ready
Observed
2026-04-20
Fresh until
2026-05-20
Source count
1
BacktestPredictionsReasoningFlywheelAPISandbox

The self-improving flywheel

1
Score
Compute viability and signal fusion for every paper
→
2
Track
Monitor frozen predictions against real-world outcomes
→
3
Backtest
Replay the public scoring stack on historical cohorts
→
4
Retrain
Publish the next model iteration only after outcomes land

Each published cycle writes a row to foresight_model_iterations with the model snapshot, outcome counts, and retraining notes.

Publication state

Seed-state public flywheel

seed_only

Public predictions are published, but no chronology-valid public outcomes are resolved yet.

Current metrics

Total predictions
74
Resolved
0
Public resolved
0
Model iterations
1
Current model
GPT-4o
Current formula
signal-fusion-v2.0

Iteration history

#1
GPT-4o · 2025-12-31
Seed iteration. First Foresight model ship — baseline before any resolution data.