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Current agent runtimes crater to sub-30% success the moment repairs demand propagating implicit dependencies across interconnected system artifacts rather than patching isolated bugs.
Attackers can now induce specific failure behaviors in VLA models with unprecedented precision, revealing a new dimension of vulnerability in AI systems.
Robots can now learn to manipulate dynamic environments effectively from just one static demonstration, drastically improving performance and efficiency.
LLM-powered multi-agent collaboration can boost zero-shot IMU activity recognition accuracy by 29% compared to existing agent models, even surpassing deep learning baselines.
Achieve 34x compression of 3D Gaussian Splatting models *without* sacrificing rendering quality, and sometimes even improving it.
Current methods to protect satellites from radiation drain batteries and interrupt service, but a new routing protocol can minimize both.
