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…Generated by thinkingmachines/Inkling-Small We introduce Video-DeepResearch (Video-DR), extending multimodal agents from static images to continuous video streams, a setting that demands dense spatiotemporal grounding coupled with open-web…
…that include visual details absent from the input image. Recent preference alignment methods typically rely on supervision distilled from stronger models such as GPT. However, this offline paradigm introduces a Supervision-Perception…
…Along this trajectory we systematically review the capability shifts emerging in frontier systems such as Nano Banana and GPT-Image-2, and we distill the training recipes that are converging across recent…
…I'm curious, how well do you think the curvature and reach measurements from these synthetic, axis-aligned datasets translate to the more chaotic structure of natural image manifolds? I made a…
…Extending the same loop to high-fidelity physical simulators is harder, because solver completion does not imply physical validity and many failure modes appear only in field-level imagery rather than in…
…Same recurrent LSTM, three ways of seeing the image: Global — sees the whole image at once → collapses Local + Global — adds small high-res crops but keeps the global view → still collapses Foveated…
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