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Bench2Dex is meant as a platform for studying visuo-tactile learning across dexterous hands and offers a shared setting for algorithm development while tactile hardware and simulation models are still evolving.
Tool-calling and multi-role prompting don't make a visual generation pipeline truly agentic鈥攁utonomy fundamentally requires shifting controller authority from prompt formatting to closed-loop visual self-correction and cross-task memory.
SegDiff achieves real-time adaptability in robot manipulation by seamlessly combining continuous trajectory prediction with keypose segmentation, outperforming traditional methods.