{"podcast":{"title":"Data Science Tech Brief By HackerNoon","slug":"data-science-tech-brief-by-hackernoon-6367564","podcast_index_feed_id":6367564,"rss_url":"https://feeds.transistor.fm/data-science-tech-brief-by-hackernoon","website_url":null,"image_url":"https://img.transistorcdn.com/PRg81mb1bHdu71bs3zSzRC6oEjt9WcIHjS2ba3uMWCY/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjY4LzE2ODM1/ODI1ODUtYXJ0d29y/ay5qcGc.jpg","author":"HackerNoon","episode_count":100,"summary":"Learn the latest data science updates in the tech world.","last_synced_at":"2026-06-18T06:17:56.540839+00:00","page_url":"https://stenobird.com/podcast/data-science-tech-brief-by-hackernoon-6367564"},"episode":{"title":"The LLM Veneer: When AI Sounds Smart but Has Nothing Real to Reason Over","slug":"the-llm-veneer-when-ai-sounds-smart-but-has-nothing-real-to-reason-over","published_at":"2026-05-27T16:00:48+00:00","page_url":"https://stenobird.com/podcast/data-science-tech-brief-by-hackernoon-6367564/the-llm-veneer-when-ai-sounds-smart-but-has-nothing-real-to-reason-over","show_page_url":"https://stenobird.com/podcast/data-science-tech-brief-by-hackernoon-6367564","url":"https://share.transistor.fm/s/b873898e","audio_url":"https://media.transistor.fm/b873898e/60cfa653.mp3","summary":"This story was originally published on HackerNoon at: https://hackernoon.com/the-llm-veneer-when-ai-sounds-smart-but-has-nothing-real-to-reason-over . When AI sounds smart but has nothing real to reason over. A pet-tech case study in reference frames, longitudinal modeling, and missing data. Check more stories related to data-science at: https://hackernoon.com/c/data-science . You can also check exclusive content about #data-science , #artificial-intelligence , #time-series , #ai-infrastructure , #data-engineering , #pet-tech-ai , #longitudinal-data-modeling , #hackernoon-top-story , and more. This story was written by: @elodieaishwarya . Learn more about this writer by checking @elodieaishwarya's about page, and for more stories, please visit hackernoon.com . Most AI products add a fluent interface before fixing the data model. The result: confident answers over the wrong structure. This is the LLM Veneer. A pet-tech case study in why data architecture matters more than conversational fluency.","meta_description":"This story was originally published on HackerNoon at: https://hackernoon.com/the-llm-veneer-when-ai-sounds-smart-but-has-nothing-real-to-reason-over . Whe…","key_points":[],"chapters":[],"topics":[],"duration_seconds":405,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/data-science-tech-brief-by-hackernoon-6367564/episodes/the-llm-veneer-when-ai-sounds-smart-but-has-nothing-real-to-reason-over/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/data-science-tech-brief-by-hackernoon-6367564/the-llm-veneer-when-ai-sounds-smart-but-has-nothing-real-to-reason-over.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}