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WEEKEND OBSERVATION

Open-KNEAD: Knowledge-grounded Nutrition Estimation via Agentic Decomposition

Observation date: 2026-07-19 (Sunday). This is explicitly a weekend observation, not a claim that the papers were published on that date.

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Decomposes a meal image into FNDDS-grounded items to produce an auditable nutrition record; results should be read within the authors’ open-dataset settings.

Source: arXiv:2607.12911arXiv:2607.12911 | arXiv | 2026Open-KNEAD: Knowledge-grounded Nutrition Estimation via Agentic Decompositionauthors listed on arXivDecomposes a meal image into FNDDS-grounded items to produce an auditable nutrition record; results should be read within the authors’ open-dataset settings.Open paper