Sangdon Park

Harness-aware post-training can drastically improve LLM agent performance, especially when facing shifting tool environments, revealing a key design dimension often overlooked in AI systems.

Guaranteeing uncertainty quantification in dynamic environments is now possible even when feedback is strategically withheld by an adversary.