{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Data Science Tech Brief By HackerNoon","title":"The LLM Veneer: When AI Sounds Smart but Has Nothing Real to Reason Over","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/b873898e\"></iframe>","width":"100%","height":180,"duration":405,"description":"\n        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.\nWhen AI sounds smart but has nothing real to reason over. A pet-tech case study in reference frames, longitudinal modeling, and missing data.\nCheck more stories related to data-science at: https://hackernoon.com/c/data-science.\n            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.\nThis story was written by: @elodieaishwarya. Learn more about this writer by checking @elodieaishwarya's about page,\n            and for more stories, please visit hackernoon.com.\nMost 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.\n        \n        ","thumbnail_url":"https://img.transistorcdn.com/8VxAgS1Ll3FJEERcAdhFdqqXJMnE7OfD2RUvrjauLt0/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjY4LzE2ODM1/ODI1ODUtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}