Local LLMs Meet Personal Finance: Why Pre-Processing is Key to AI Accuracy

This experiment highlights the growing viability of using Local LLMs for sensitive tasks like financial analysis, ensuring data privacy through tools like Ollama. It reveals a crucial insight: while LLMs are powerful for reasoning, they require pre-aggregated data to deliver accurate quantitative results, marking a shift toward hybrid data-processing workflows.