AIBullisharXiv – CS AI · 3h ago7/10
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Thinking in Text and Images: Interleaved Vision--Language Reasoning Traces for Long-Horizon Robot Manipulation
Researchers introduce Interleaved Vision-Language Reasoning (IVLR), a new AI framework that combines text and visual planning for robotic manipulation tasks. The system generates explicit reasoning traces alternating between textual subgoals and visual keyframes, achieving 95.5% success on LIBERO benchmarks and demonstrating that multimodal reasoning significantly outperforms text-only or vision-only approaches.