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ENTITY Javier Aguilar Martín

Javier Aguilar Martín

PulseAugur coverage of Javier Aguilar Martín — every cluster mentioning Javier Aguilar Martín across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_227140 ·

    New research explores AI code model vulnerabilities and error costs

    A new paper explores the concept of "enclosed modes" in code world models, which are AI systems trained on code. The research characterizes what these models can know and the potential costs of their errors when they op…

  2. TOOL · CL_147881 ·

    LLM-synthesized code world models fail in planning despite high prediction accuracy

    A new research paper explores the limitations of using prediction accuracy as the sole metric for evaluating large language model-synthesized code world models (CWMs). The authors argue that while CWMs can achieve high …