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LLMs struggle to keep up with dynamically changing facts in continual knowledge streams, often exhibiting delays and getting distracted, despite advances in model size and agentic memory systems.
Forget direct prompt editing: this agentic planning framework, powered by offline RL and synthetic data, masters complex image styling by breaking it down into interpretable tool sequences.
Finally, AI can generate hour-long videos with consistent characters and backgrounds, thanks to a new framework that nails seamless transitions between shots.
