Even the best AI models are capable of high-confidence mistakes. As humans we squint when we are unsure of what we are looking at. It's a second look; a confidence builder. Squint AI provides a platform of algorithms that enable AI models to Squint when the data is just not good enough. Squint AI's patented technology is a runtime CatScan for autonomous software. Squint AI is a platform for analyzing decision making at runtime by inspecting the internal states of the active AI model at the time of a decision. The analysis is used to calculate the likelihood of a mistake in a given decision.