{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"UpNext AI","title":"OpenAI’s Frontier-Model Containment, Kimi K3.1 Pro, and AI Coding Reviews","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/4343e70b\"></iframe>","width":"100%","height":180,"duration":433,"description":"OpenAI details changes to frontier-model training containment, and Moonshot’s Kimi K3.1 Pro reaches the Kimi API with model weights promised later. This episode also covers machine-learning-based zero-trust access, research on coding tools including GitHub Copilot, STEM-Xpert’s education offering, and Andy Jassy’s comments on Amazon Web Services capacity.\nOpenAI’s offline training environment, layered containment and high-compute red-teaming: https://openai.com/index/securing-our-frontier-model-training-environment\nKimi K3.1 Pro’s API release, token pricing and planned weights release: https://simonwillison.net/2026/Oct/23/kimi-k31-pro/\nA systematic review of adaptive trust decisions in zero-trust security: https://doi.org/10.63158/journalisi.v8i5.1815\nA systematic review of how generative AI changes software developers’ work: https://doi.org/10.63158/journalisi.v8i5.1826\nSTEM-Xpert’s proposed modular STEM education offering: https://www.outlookbusiness.com/spotlight/news-wire/stem-xpert-builds-stem-as-a-service-model-to-expand-access-to-future-ready-skills\nAndy Jassy on AWS capacity bookings: https://www.theinformation.com/briefings/aws-sold-capacity-2028-jassy-says","thumbnail_url":"https://img.transistorcdn.com/U8MjYsqEAUXr8sykSIjiubn3kUnZpkcAAqCjELTLubA/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS85YWE0/MDRlYTJkZTY4ZDhk/N2YzZjZmYzg0ZmQ2/Mzg1NC5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}