What “game over” for the latest paradigm in AI might look like

> 1. There might not be enough data in the world to make scaling maximalism work. https://arxiv.org/pdf/2209.12407.pdf

> 2. There might not be enough available compute in the world to make scaling maximalism feasible.

> 3. Some important tasks might simply not scale. https://arxiv.org/abs/2002.06177

Note: scaling maximalism hypothesis -> "that AGI might arise from larger scale without fundamental new innovation"