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| Stage | Innovation | Oversight Role |
|---|---|---|
| Basic self-exclusion | Player-initiated time-out | Initially voluntary; now standardized via regulated frameworks |
| Deposit and loss limits | Manual platform controls | Benchmarked and audited by independent assessors |
| AI-driven behavior monitoring | Real-time risk detection | Validated through NHS-backed testing protocols |
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