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ACTS achieves full-thinking performance with up to 40% fewer tokens, enabling precise control over reasoning efficiency and accuracy.
Current video editing AIs still struggle to balance visual quality, instruction adherence, and localized edits, as revealed by a new benchmark designed to disentangle these factors.
Current video editing methods still struggle to maintain physical realism when removing objects, often leaving behind telltale signs like lingering shadows that betray the edit.
Control video super-resolution with a few keyframes: SparkVSR lets you guide the process and fix artifacts, unlike black-box VSR models.
Forget tedious prompt engineering: PISCO lets you insert objects into video with just a few keyframes, automatically handling appearance, motion, and scene interaction.
Foundation model-powered robots need more than just physical constraints鈥攖hink modular safety guardrails that understand context, human intent, and evolving norms.
