CPU Resolution Quantization Orize Kernel ALIOS TVM Alibaba Al.Labs 阿里巴巴人工智能实验室 7= 590一I) rm 一 下Er (mm) =肪+2mxaM0 [5 (全-2)+o| current plan 1 = int16 * int16 erflow-aware int16 = int8 xint8 ent pl fetch dependent data https/www khronos.org/registry/DpenCLspecs/opencl-1.2.pdf Alibaba A.|.Lab: 多国生ER Thanks

protection, using multiple, specialized guardrails together creates more resilient agents. In the diagram below, we combine LLM-based guardrails, rules-based guardrails such as regex, and the OpenAI moderation

representation and generate outputs in any of those formats. A single query can reference a paragraph and a diagram, and the model can respond with a spoken summary or an annotated image – without switching systems