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The Chinese University of Hong Kong, Joy Future Academy
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Real-time infinite video generation is now feasible, achieving over 1.3 million frames in a single 24-hour rollout without sacrificing quality.
Agentic AI's fragility stems from relying on LLMs for system control, but Arbiter-K flips the script by using a deterministic kernel to govern the LLM, achieving up to 95% unsafe action interception.
StableDRL tames the wild instability of applying reinforcement learning to diffusion language models, enabling more reliable post-training optimization.