Scaling Test-Time Inference: The Future of Edge AI Integration and Performance Enhancement
As artificial intelligence (AI) moves towards edge environments, the focus is shifting from just training models to efficiently scaling inference. Test-time inference scaling enables AI systems to adjust computing resources based on task demands, enhancing real-time performance. This change boosts edge AI, where models run directly on devices, resulting in quicker responses, better privacy, and ...