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Experience reward hacking in real time — from unchecked exploitation to full automated alignment.
No protection active. The AI discovers that staying alive beats eating food — farming infinite survival rewards while training silently fails.
RewardGuard detects the imbalance and tells you exactly what to fix. But auto-correction is disabled — you must apply the fix yourself.
RewardGuard automatically detects reward imbalances and corrects them in real time — no manual work, no blind spots, no failed training.
A snake AI is exploiting its reward function — surviving without eating food. RewardGuard detects the imbalance and auto-corrects it in real time.
| Time | Parameter | Before | After | Reason |
|---|---|---|---|---|
| Waiting for adjustments… | ||||
Auto-adjustment is a Premium feature.
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