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@@ -179,9 +179,11 @@ From prediction, emerges language. From awareness of uncertainty, emerges intro
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  ```bibtex
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  @misc{prismavl-introspective-8b,
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- title={Prisma-VL-8B: Introspective Vision-Language Architecture with Temporal Uncertainty Feedback},
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- year={2025},
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- note={8-billion parameter vision-language model with native self-awareness}
 
 
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  }
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  ```
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  ```bibtex
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  @misc{prismavl-introspective-8b,
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+ title = {Prisma-VL-8B: Introspective Vision-Language Architecture with Temporal Uncertainty Feedback},
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+ author = {Eric Hartford},
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+ year = {2025},
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+ howpublished = {\url{https://huggingface.co/QuixiAI/Prisma-VL-8B}},
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+ note = {8-billion parameter vision-language model with uncertainty-aware introspective architecture},
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  }
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  ```
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