Intelligence Explosion Models

Mathematical frameworks for understanding recursive self-improvement suggest that once AI can enhance itself, progress won't be linear—it will be exponential.

The most sophisticated models incorporate feedback loops between AI capabilities, compute resources, and algorithmic innovation, revealing potential for discontinuous jumps in intelligence.