Track papers across labs, topics, and trends.
Search papers, labs, and topics across Lattice.
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LLMs struggle with semantic fidelity, achieving only a 30% alignment with scientific paper specifications, revealing a critical gap in AI-driven research reproducibility.
ReproAgent achieves unprecedented accuracy in translating research papers into executable code, outperforming existing methods by leveraging a dual-channel contract system.
Executable roles derived from team trajectories can boost multi-agent language model performance by over 16 points, reshaping agent interactions.