// Towards Data Science · 11 January 2026

Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example

Walkthrough using open-source prompt optimization algorithms in Python to improve the accuracy of an autonomous vehicle car safety agent running on OpenAI's GPT 5.2 The post Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example appeared first on Towards Data Science.

Towards Data Science

@towards-data-science · Vincent Koc

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Towards Data Science@towards-data-science