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A Shanghai event highlighted widespread public displays of humanoid robots, reflecting China's emphasis on embedding AI into physical systems. The report notes embodied AI is central to China’s latest five‑year plan and that local firms are leading in humanoid development.
TechCrunch reports that next‑generation physical AI models will require richer data than public videos, including multi‑angle footage, dense annotations, and potentially brain wave readings. The article frames neural signals as a future data modality for improving embodied AI training and evaluation.
X Square Robot outlines an open embodied-AI stack combining curated interaction data, an event-oriented world model (WALL-WM), and a pretrained action model (Wall-OSS-0.5) with a semantic action tokenizer. The company emphasizes data validity through physical replay and claims cross-embodiment transfer and deployable pretraining before fine-tuning, while noting most results come from its own robots and benchmarks.
General Intuition sedang berunding untuk mengumpul US$300 juta pada penilaian sekitar US$2 bilion. Menurut TechCrunch AI, syarikat itu melatih AI berperwujudan dan model dunia menggunakan dataset Medal — 2 bilion video setahun dari 10 juta pengguna aktif sebulan.
