Despite its potential, the rollout of V2I ML faces hurdles such as risks and the need for interoperability standards like ISO/SAE 21434. However, with government backing—such as the EU’s C-ITS Directive and U.S. smart city grants —the integration of AI-driven traffic platforms is expected to accelerate, leading to a future of safer and more sustainable mobility.
Once you clarify, I will write a full, structured, long-form article with headings, examples, and practical insights targeting that exact keyword. V2l Ml --39-LINK--39-