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SingGuard is a multimodal guardrail system from Ant Group that treats safety policy as an input, allowing dynamic adaptation via natural language. It is released under Apache 2.0 and covers text and image modalities.
Introduces WIZARD, a weight-space meta-learning framework that generates task-specific LoRA parameters for frozen VLA policies from language instructions and demonstration videos, enabling efficient task adaptation without fine-tuning.