{"podcast":{"title":"Hard Fork","slug":"hard-fork","podcast_index_feed_id":1026613,"rss_url":"https://feeds.simplecast.com/l2i9YnTd","website_url":"https://www.nytimes.com/column/hard-fork","image_url":"https://image.simplecastcdn.com/images/4105a47a-42e5-4ccc-887a-832af7989986/23965394-f5e4-4fdb-b150-639f4910353e/3000x3000/nyt-hf-album-art-3000-2.jpg?aid=rss_feed","author":"The New York Times","episode_count":195,"summary":"“Hard Fork” is a show about the future that’s already here. Each week, journalists Kevin Roose and Casey Newton explore and make sense of the latest in the rapidly changing world of tech. Subscribe today at nytimes.com/podcasts or on Apple Podcasts and Spotify. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/hard-fork"},"episode":{"title":"The Wirecutter Show: Tips for Using A.I. Smartly With Kevin Roose","slug":"the-wirecutter-show-tips-for-using-a-i-smartly-with-kevin-roose","published_at":"2025-12-30T12:00:00+00:00","page_url":"https://stenobird.com/podcast/hard-fork/the-wirecutter-show-tips-for-using-a-i-smartly-with-kevin-roose","show_page_url":"https://stenobird.com/podcast/hard-fork","url":"https://www.nytimes.com/column/hard-fork","audio_url":"https://dts.podtrac.com/redirect.mp3/pdst.fm/e/pfx.vpixl.com/6qj4J/pscrb.fm/rss/p/nyt.simplecastaudio.com/3e43d072-f8a5-430f-bc8e-4c70aafdf3c7/episodes/600f70f2-c565-48a7-b87b-f08fd674589d/audio/128/default.mp3?aid=rss_feed&awCollectionId=3e43d072-f8a5-430f-bc8e-4c70aafdf3c7&awEpisodeId=600f70f2-c565-48a7-b87b-f08fd674589d&feed=l2i9YnTd","summary":"Kevin Roose shares his practical framework for integrating various AI models into a daily workflow. The discussion focuses on matching specific LLMs to distinct tasks like coding, research, and creative writing.","meta_description":"Learn how to use Claude, Gemini, and Perplexity effectively. Kevin Roose breaks down his personal AI toolkit for productivity and research.","key_points":["Main idea: Different large language models excel at different specialized tasks","Practical takeaway: Use Claude for creative work and tasks requiring high emotional intelligence","Practical takeaway: Leverage Google Gemini for processing large chunks of text and deep research","Practical takeaway: Utilize NotebookLM to synthesize and chat with large collections of personal documents","Failure mode: Relying on a single model for all tasks can lead to inefficiency and wasted subscription costs"],"chapters":[{"start_ms":60000,"title":"The Case for AI Reviews","summary":"Kevin discusses the need for expert testing of AI tools, similar to how Wirecutter reviews physical products."},{"start_ms":255000,"title":"The LLM Landscape","summary":"An exploration of the difficulty in choosing between various paid language models without expert guidance."},{"start_ms":615000,"title":"Personal AI Workflows","summary":"Kevin details how he uses specific tools to summarize email inboxes and manage personal information."},{"start_ms":785000,"title":"AI for Writing and Translation","summary":"A look at the most common use cases for AI, including academic writing and language translation."},{"start_ms":970000,"title":"The Evolution of Chatbot Personality","summary":"How AI companies are moving toward more personable and human-like conversational interfaces."},{"start_ms":1325000,"title":"Voice Dictation and Audio-to-Text","summary":"The utility of using AI models to transform speech into structured text for daily productivity."},{"start_ms":1510000,"title":"Custom Instructions","summary":"How to use custom settings to eliminate preamble and force models to be direct and concise."}],"topics":["Large Language Models","Artificial Intelligence","Claude","Google Gemini","Perplexity AI","NotebookLM","Productivity Tools","Automation"],"duration_seconds":2095,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/hard-fork/episodes/the-wirecutter-show-tips-for-using-a-i-smartly-with-kevin-roose/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/hard-fork/the-wirecutter-show-tips-for-using-a-i-smartly-with-kevin-roose.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}