{"podcast":{"title":"UpNext AI","slug":"upnext-ai-7846034","podcast_index_feed_id":7846034,"rss_url":"https://feeds.transistor.fm/upnext-ai","website_url":"https://www.upnext.fm","image_url":"https://img.transistorcdn.com/X_pKGwRFM_7u9_tArrtTE5GdY29L3xdGHcVeceTkhfE/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS85YWE0/MDRlYTJkZTY4ZDhk/N2YzZjZmYzg0ZmQ2/Mzg1NC5wbmc.jpg","author":"Matthew McMaster","episode_count":60,"summary":"Daily AI news and research, distilled. UpNext AI breaks down the most important developments in artificial intelligence—from major industry moves to cutting-edge papers.","last_synced_at":"2026-07-23T22:18:34.587279+00:00","page_url":"https://stenobird.com/podcast/upnext-ai-7846034"},"episode":{"title":"Compute Hunger, ChatGPT Workflows, and a New Way to Test AI Safety | UpNext AI – July 15, 2026","slug":"compute-hunger-chatgpt-workflows-and-a-new-way-to-test-ai-safety-upnext-ai-july-15-2026","published_at":"2026-07-15T10:51:03+00:00","page_url":"https://stenobird.com/podcast/upnext-ai-7846034/compute-hunger-chatgpt-workflows-and-a-new-way-to-test-ai-safety-upnext-ai-july-15-2026","show_page_url":"https://stenobird.com/podcast/upnext-ai-7846034","url":"https://share.transistor.fm/s/3febeafb","audio_url":"https://media.transistor.fm/3febeafb/6b948644.mp3","summary":"Today on UpNext AI: a billion-dollar compute deal shows how intense the infrastructure race has become, OpenAI pitches ChatGPT Work for data-science teams, and a new research paper argues safety evals should measure whether a model recognizes danger before it ever speaks. Covered in this episode: - Reflection AI signs a reported $1 billion compute deal with Nebius - OpenAI publishes a guide for how data science teams can use ChatGPT Work - New research on danger recognition and jailbreak evaluation - Simon Willison spots customizable animated “pets” in Codex Desktop - Bloomberg report via The Verge says OpenAI may announce a screenless ChatGPT speaker this year - Daniel Ek’s Neko Health pushes into the US after raising $700 million Source links: - https://techcrunch.com/2026/07/14/reflection-inks-1b-compute-deal-with-nebius/ - https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex - https://arxiv.org/abs/2607.12792v1 - https://simonwillison.net/2026/Jul/14/pedalican/#atom-everything - https://www.theverge.com/ai-artificial-intelligence/965670/openai-chatgpt-ai-smart-speaker-hardware-device - https://www.theverge.com/science/965849/spotify-founder-ek-startup-neko-health-scanner-us-push","meta_description":"Today on UpNext AI: a billion-dollar compute deal shows how intense the infrastructure race has become, OpenAI pitches ChatGPT Work for data-science teams…","key_points":[],"chapters":[],"topics":[],"duration_seconds":391,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/upnext-ai-7846034/episodes/compute-hunger-chatgpt-workflows-and-a-new-way-to-test-ai-safety-upnext-ai-july-15-2026/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/upnext-ai-7846034/compute-hunger-chatgpt-workflows-and-a-new-way-to-test-ai-safety-upnext-ai-july-15-2026.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}