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Programmatic tool calling outperforms traditional JSON tool calling in 11 out of 14 language models, showcasing a significant leap in efficiency and robustness.
Harness recursion boosts coding agent performance by over 9% without changing the underlying model, showcasing a powerful new approach to long-context reasoning.
LLMs can now remember and reason about long-term conversations with significantly improved accuracy thanks to a new temporal-aware memory framework that structures dialogue into event calendars.