Airbnb uses a service oriented infrastructure with many interconnected services managed by small teams, which presents challenges in incident management. To address this, they developed an incident management bot in Slack that centralizes incident management and automates tasks such as creating JIR.. read more  

Intercom prioritizes customer experience, and to achieve that, they invest heavily in the reliability of their application. They operatea socio-technical system, and the ability to recover from adversity is called resilience, and observability is a crucial component of resilience. Observability is.. read more  

Italy's privacy regulator has banned OpenAI's ChatGPT for collecting and storing Italian user's personal data without any legal basis. OpenAI has also been accused of violating the EU General Data Protection Regulation and an investigation has been launched. The ban comes after an open letter was p.. read more  

Pope Francis praises the benefits of technology and AI for human family, but calls for responsible and ethical use to promote human dignity and the common good. He appreciates the creativity and nobility of human participation in AI technology development, but urges for a consistent commitment to a.. read more  

OpenAI has released its latest language model, GPT-4, which has several new features that set it apart from previous versions like ChatGPT and GPT-3.5. The five biggest differences are that GPT-4: - can understand and process images, - is harder to trick, - has a longer memory, - is more multilingu.. read more  

The article discusses the use of orchestrators in automating machine learning processes and ensuring the reproducibility of results. The three main orchestrators discussed areKubeflow Pipelines,Airflow, andPrefect. The article compares the advantages and disadvantages of each orchestrator and concl.. read more  

Buzzfeed shares its experience in incorporating generative AI product (like OpenAI's GPT) last year. Buzzfeed says AI will bring a new era of creativity that opens up fresh content formats and novel ways for content creators to interact with audiences. Buzzfeed staff used OpenAI playground to unde.. read more  

Shopify has enhanced its machine learning platform, Merlin, to include an end-to-end machine learning workflow. Merlin Online Inference is a flexible, robust, and low-latency solution that enables Shopify to deploy machine learning models in real-time at scale. With the growing importance of close .. read more  

Learn how to speed up training of PyTorch and Hugging Face models using a reduction server through Vertex AI feature, optimizing bandwidth and latency to distribute training across multiple Nvidia GPUs. The all-reduce based algorithm synchronously averages gradients across multiple devices, reducin.. read more