Amir

Amir on Hugging Face Daily Papers: 5 papers, 1 in the top 3 of their day, 49 upvotes.

1. CAST: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents 8 upvotes, #22 of 2026-09-01
2. LedgerAgent: Structured State for Policy-Adherent Tool-Calling Agents 6 upvotes, #23 of 2026-06-19
3. FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments 11 upvotes, #7 of 2026-04-30
4. How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on τ-bench 15 upvotes, #3 of 2025-09-02
5. Dual Caption Preference Optimization for Diffusion Models 9 upvotes, #17 of 2025-02-11

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.