▲Open-Vocabulary, Promptable Vision Foundation Models

Score history

Daily conviction score, 0 to 100. Higher means the thesis is more strongly corroborated.

Now 96 · +3 since Jul 6 · ranged 93 to 96

Showing the last few days. Unlock full score history.

Why the conviction moved

• Jul 7
  Strengthened +3

  The Apache-licensed LingBot-Vision, a spatial-perception-native ViT, reports outperforming vision models seven times its size, per the tech report. Another open, production-oriented vision foundation model advances the shift of perception onto general-purpose foundation models.

• Jul 6
  Strengthened +5

  Fashion app Alta Daily used Meta's Segment Anything to process more than 20 million clothing images, a production example of promptable, open-vocabulary segmentation moving from research to product.

Showing the last 2 days. Unlock the full record.

Source trail

• Supporting · July 7, 2026

  LingBot-Vision Claims a Spatial-Perception-Native ViT That Beats Far Larger Models

  The Apache-licensed LingBot-Vision, a spatial-perception-native ViT, reports outperforming vision models seven times its size, per the tech report. Another open, production-oriented vision foundation model advances the shift of perception onto general-purpose foundation models.

  AI with Papers (Telegram)

• Supporting · July 6, 2026

  Segment Anything Underpins a Fashion App, Showing Open-Vocabulary Vision in Production

  Fashion app Alta Daily used Meta's Segment Anything to process more than 20 million clothing images, a production example of promptable, open-vocabulary segmentation moving from research to product.

  Meta AI