Compute Density Sets Intelligence Ceiling: Exploring AI's Physical Limits
jachiam0 · x · 2026-07-25
The author elaborates on his thoughts regarding the long-term saturation limit of intelligence. He points out that physical limits on computation per unit of volume/energy (the MaxComp bound) establish an absolute ceiling for model intelligence density.
Beyond pure physical constraints, the practically achievable intelligence level might be further limited by:
- Lower practical engineering upper bounds
- Non-mathematical factors such as the economic, alignment, and purchasing behaviors normal to human civilization.
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