AI
Tiny AIs vs. Server Logs: Who's Ready for Real Time?
System logs are messy and massive. This study tests whether small language models (SLMs) can reliably read them fast. Instead of treating "severity" labels as the end goal, the authors use severity classification as a probe of real runtime log understanding. * Best performer: Qwen3-4B hit 95.64% accuracy