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# Why AI progress won't hit a sudden superintelligence cliff
- URL: https://adjacent.media/signals/why-ai-progress-wont-hit-a-sudden-superintelligence-cliff/
- Published: 2026-09-30T16:21:04.000Z
- Updated: 2026-09-30T16:21:04.000Z
- Description: The article challenges the narrative of imminent discontinuous AGI progress, arguing instead that capability improvements follow historical patterns of gradual saturation and diminishing returns rather than exponential acceleration.
- Author: Jonathan Greene
- Tags: #signal, theme-ai, ai capability scaling, superintelligence forecasting, technology adoption curves

Source: [I Am Not a Robot](https://iamnotarobot.substack.com/p/bottlenecks-plateaus-and-the-case)

The article challenges the narrative of imminent discontinuous AGI progress, arguing instead that capability improvements follow historical patterns of gradual saturation and diminishing returns rather than exponential acceleration. This reframes AI risk and governance timelines away from a single catastrophic inflection point toward a more diffuse challenge of managing incremental but compounding advances across fragmented systems and actors. AI safety strategies built on preventing a singular "hard takeoff" moment may be misallocating attention from the messier, more likely scenario of capabilities spreading unevenly across different domains while institutional oversight lags.