The latest model assessing probability of life existing comes from Columbia University astronomer David Kipping.
- Life is common and often develops intelligence
- Life is rare but often develops intelligence when it appears
- Life is common but rarely develops intelligence
- Life is rare and rarely develops intelligence
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