Artificial Intelligence #llms#artificial intelligence
Large Language Models as Optimizers: Survey of Direct vs. Tool-Augmented Approaches and Performance Frontiers
A new survey categorizes LLM-based optimization into direct, tool-augmented, and tool-creating paradigms. It identifies a critical reasoning gap in current architectures and discusses trade-offs between future potential and auditability.
Jun 16, 2026 1 source