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Industrial Engineer AI

Model Upgrade Center

Regenerate existing insights with the latest flagship AI models

Current Flagship Models

~$0.04 per insight
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Total Insights
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Avg Score
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Excellent
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Needs Work
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Candidates
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Model Upgrade Workflow

1
Update Models

When new flagship models release, update PREMIUM_MODELS in openrouter.ts and MODEL_POOL in adversarial-engine.ts.

2
Filter Candidates

Use the filters above to target low-scoring insights first (≤ 70). Focus on specific content streams or regenerate everything.

3
Batch Regenerate

Select insights and click "Regenerate Selected". Old versions are archived automatically. Compare before/after scores.