This collection of articles talks about artificial intelligence (AI) and its impact on technology and society. One article explains how OpenAI has developed a new interface called "Canvas" for ChatGPT, allowing for better collaboration on writing and coding projects through features like editing, suggestions, and version control. Other articles discuss concerns about bias in AI models, noting a left-leaning bias in some language reward models and the potential for bias against underrepresented groups in datasets used to train AI, which can lead to unfair or inaccurate predictions. However, researchers are working to improve AI fairness by identifying and removing biased data points, potentially improving AI's reliability in critical areas like healthcare. Finally, the sources highlight industry efforts to make AI development faster and cheaper. ServiceNow's open-source Fast-LLM framework aims to reduce AI training time by 20%, while GM has decided to merge its expensive Cruise robotaxi unit with its internal autonomous driving efforts to streamline development.