Most LLM-driven automation fails at arithmetic because language models are probabilistic engines being asked to perform deterministic tasks. If you ask an agent to 'fairly split a bill,' it will hallucinate a division strategy that looks reasonable but lacks mathematical rigor. To build useful ...
Source: [Dev.to](https://dev.to/renato_marinho/solving-proportional-financial-logic-with-deterministic-mcp-tools-3cb5)