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Ling-2.6 and Ring-2.6 achieve unprecedented efficiency in agentic intelligence, enabling instant responses and deep reasoning at trillion-parameter scale.
LLMs can be made far more robust to the position of information in long contexts by simply shuffling the context during fine-tuning.
Achieve real-time, consistent video stylization with Diffusion Transformers, enabling interactive style switching and long video processing previously unattainable.
Mandatory AI disclosure on Kickstarter backfires, slashing funds raised by 40% unless tempered with authentic and explicit communication.
