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#compute-efficient

Visual Prompts in Video Models (8 minute read)

TLDR AI · 2026-07-30 Cached

Visual prompt engineering (VIPE) automatically modifies task images to improve video model reasoning performance, often more effective than text-based prompting or test-time scaling.

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#compute-efficient

@AdinaYakup: SeFi-Image a new text to image foundation model built on Semantic-First Diffusion https://huggingface.co/SeFi-Image - 1…

X AI KOLs Timeline · 2026-07-05 Cached

SeFi-Image is a new open-source text-to-image foundation model built on Semantic-First Diffusion, available in 1B, 2B, and 5B parameter sizes, trained on just 125K A800 GPU hours.

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#compute-efficient

Pythagoras-Prover: Advancing Efficient Formal Proving via Augmented Lean Formalisation

arXiv cs.AI · 2026-06-12 Cached

Pythagoras-Prover is a compute-efficient family of Lean theorem provers that achieves strong performance using curriculum supervised fine-tuning and a novel Augmented Lean Formalisation technique. The 4B model surpasses DeepSeek-Prover-V2-671B at pass@32 on MiniF2F-Test, and the 32B model sets a new state-of-the-art among open-source provers.

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