Small vision-language models often read external evidence well but struggle to retrieve it. Harness Compilation adapts the division of work between a frozen small VLM and its harness using teacher traces,…

#HarnessCompilation #VisionLanguageModels #VQA #SmallVLMs
https://arxiv.org/abs/2610.11231

Is the wine scorecard dead?

The old signals of wine quality might not be as important to a younger generation of wine customers. How to market your winery to the next generation of consumers.

www.mikebelobradic.com/blog/is-the-...

#winebusiness #winerymarketing #winemarketing #winecountry #VQA

Organisers: Viorica Patraucean, Joao Carreira, Fedor Kitashov, Shiry Ginosar, Dima Damen, Andrew Zisserman

#ECCV #PerceptionTest #SpatialAI #ComputerVision #VQA #MachineLearning