AIFeatured3 min read
AI Research
The noisy trick that stops LLM agents from collapsing in production
Current LLM agents crumble under real-world randomness. NoisyAgent exposes them to controlled noise during training, improving both robustness and general benchmark performance. The paper suggests the field has been overfitting to pristine conditions.
2026-07-17