TLDR
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3 days ago
Zhipu's co-founder announced a strategic pivot away from short-term revenue toward foundation-model research, committing the company to a two-year "Touch High" plan focused on advancing capabilities toward AGI. The company released GLM-5.2, ranked in the top 3 on the Artificial Analysis leaderboard, with a one-million-token context window and an open MIT license for unrestricted commercial use. Zhipu will concentrate investment on long-horizon tasks, autonomous agent systems, self-training mechanisms, and safety governance rather than pursuing near-term application monetization.
IEEE Spectrum AI
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3 days ago
X Square Robot, a Chinese robotics company, has developed an integrated foundation stack for general-purpose robots consisting of data collection, a world model (WALL-WM), and an action model (Wall-OSS-0.5) designed to work together as interdependent layers. The company reports achieving performance comparable to all-robot datasets at roughly 20-fold lower collection cost by combining robot-free demonstrations captured with a wearable rig with small amounts of real-robot data. The approach emphasizes data quality through physical playback validation, event-based world modeling rather than fixed-length predictions, and semantic action tokenization that transfers across different robots without retuning.
