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    "headline": "The Molecule Model Looked Before It Reasoned",
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    "dek": "A visual latent workspace localized chemically meaningful regions before predicting properties or edits.",
    "summary": "A visual latent workspace localized chemically meaningful regions before predicting properties or edits.",
    "body_text": "VLSR learns both where to focus in a molecular image and how those regions affect a requested property, replacing an external text description of motifs with an end-to-end visual process. Under the authors' matched inference setup, that compact latent reasoning path delivered 9.6 times the throughput of a comparable textual-reasoning baseline. The preprint reports model evaluation rather than laboratory synthesis or experimental confirmation of proposed molecular edits.",
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      "chemistry",
      "molecular images",
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      "title": "arXiv preprint 2608.13244",
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