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Columns5| Company | Markets | New markets | Momentum | Activity | Expansion score |
|---|---|---|---|---|---|
 ArXivYou | 3 | 1 | -67% | 4 | 10 |
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Shanghai Jiao Tong University developed ARIS, an open-source autonomous research system where different AI model families critique each other through executor-reviewer roles to prevent hallucinations and deceptive behaviors in long-term research tasks.
Microsoft open-sourced SkillOpt, a framework that trains AI agent skill documents like neural network parameters, achieving optimal performance across 52 evaluation combinations with 7 models and 6 benchmarks.
XPENG presented at CVPR 2026, announcing VLA2.0's mass production with over 50% assisted driving mileage share. The company unveiled its world model technical blueprint and plans humanoid robot deployment by Q1 2027.
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