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Autonomous benchmark construction can now adapt to evolving AI capabilities, making it easier to evaluate embodied spatial intelligence.
Automation in benchmark construction shifts costs from creation to governance, revealing a hidden complexity in evaluating embodied intelligence.
Intent-driven rule completion in IoT systems can boost completion rates by 43% while embedding safety and traceability throughout the process.
A 4B parameter model can now beat much larger models at social reasoning, thanks to a new RL framework that aligns model reasoning trajectories with human cognition.
