# core.solver.InferenceScalingModel { #mlsysim.core.solver.InferenceScalingModel }

```python
core.solver.InferenceScalingModel()
```

Analyzes the 'Reasoning Wall' — Inference-time compute scaling.

This solver models 'System 2' thinking models (e.g., OpenAI o1) where
compute scales with reasoning steps (K) rather than just input tokens.

Literature Source:
1. Brown et al. (2024), "Inference-Time Scaling Laws."
2. OpenAI (2024), "Learning to Reason with LLMs."