Wael Alnahari

Complexity-Tiered Text-to-SQL Performance of Large Language Models in Smart-City Decision Support

High-value sensor data generated by smart-city observatories is often inaccessible to policymakers due to technical barriers. Large language models (LLMs) have been proposed as one way to reduce this bottleneck, but their ability to process real, complex sensor databases remained largely untested. This study benchmarke...