Do you work in data science or machine learning? * QO Yes ® No Do you work on data visualization or data apps? * QO Yes ® No Do you train or generate predictions fromm ML models? * QO Yes ® No Do you work on ML deployment and inference? * QO Yes ® No Are you building applications using large language models (LLMs)? * ® Yes O No Which platforms are you using to run these models? * Proprietary model APIs (such as OpenAl, Anthropic, or Google) (OJ Open model APIs (such as Together Al or the Hugging Face Inference API) (O Cloud services (such as AWS Bedrock or Google Cloud Vertex Al) (O Self-hosting cloud providers (such as HOSTKEY or Palark) (OJ on-premises or private infrastructure (such as Anaconda or LLM.co) (O Open-source serving frameworks (such as OpenlLLM) O Local deployment (such as Ollama or LM Studio) (O Other, please specify: * Are you building Al agents or experimenting with Al agents? * QO Yes ©