AI & ML
In advanced AI applications, particularly with complex models like LLMs, execution often involves multi-step processes or iterative refinements. Golem's durable execution ensures the continuity and reliability of these long-running and computationally intensive tasks. This capability is essential for AI models requiring iterative feedback and adjustment, guaranteeing that each computational step is completed without disruption. The practical benefits include uninterrupted iterative processes, efficiency in long-running tasks, and scalability for expanding AI operations. Golem's robust framework is particularly valuable for embedding AI into applications, providing the resilience needed to handle the complexities of advanced models like LLMs efficiently.