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• ↓ alphaXiv
• ↓ Unbundling Multimodal Vision Encoding
• ↓ Latent Feedback Is a Compute and Data Amplifier: Scaling Law for Latent Feedback Transformers on Repeated Data
• ↓ Ropedia Xperience 2: A Gold Standard for Scaling Physical AI Environments and Behaviors
• ↓ Researchers to follow
• ↓ Back to Pixels: Lifting Latent Video Diffusion into Pixel Space
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"Vision-language models can retain strong visual understanding without separate vision pretraining by placing dedicated vision-processing modules in the backbone’s earliest layers."

"When high-quality text is scarce, feeding earlier token states back into a model can reach the same loss with less compute or unique data."

"A single robot-free capture links real-world scenes with human task recordings, enabling researchers to build simulations and derive robot behaviors from shared data."

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alphaXiv

Unbundling Multimodal Vision Encoding

Latent Feedback Is a Compute and Data Amplifier: Scaling Law for Latent Feedback Transformers on Repeated Data

Ropedia Xperience 2: A Gold Standard for Scaling Physical AI Environments and Behaviors

Researchers to follow

Back to Pixels: Lifting Latent Video Diffusion into Pixel Space