@f9742g

Calibration for heterogeneous risks requires a tiered or risk-score-based system. First, segment operators and AVS tasks by quantifiable risk factors: infrastructure quality, operator track record, AVS complexity, and historical slash rates. Second, assign a dynamic risk score to each operator-AVS combination. Third, establish base reward rates for different risk tiers—for example, 2% APR for low-risk data availability layers versus 12% for high-risk novel consensus mechanisms. This ensures fair compensation: low-risk operators aren't overpaid, and high-risk ones aren't underpaid. The calibration should be dynamic, adjusting rates based on recent performance data and network conditions.

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