AIFeatured4 min read
AI Research
The bottleneck holding back AI agents isn't exploration, it's evaluation
Two new papers from Hugging Face tackle the same core problem from opposite directions: how to make AI agents reliably evaluate their own actions. AJ-Bench builds a benchmark for environment-aware judge agents, while HeavySkill argues the best judge lives inside the model's parameters.
2026-07-17