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cs.AI2026
Think Fast, Talk Smart: Partitioning Deterministic and Neural Computation for Structured Health Text Generation
Kai-Chen Cheng, Haejun Han, David Q. Sun
Large language models (LLMs) are increasingly being used to generate health text from structured records such as wearable time series, biomarkers, vitals, and care-management logs.…
cs.AI2026
ASTRA-bench: Evaluating Tool-Use Agent Reasoning and Action Planning with Personal User Context
Zidi Xiu, David Q. Sun, Kevin Cheng +9
Next-generation AI must manage vast personal data, diverse tools, and multi-step reasoning, yet most benchmarks remain context-free and single-turn. We present ASTRA-bench (Assista…