# Understanding How Large Language Models (LLMs) Work with Dr. Ernest Wayde Page: https://stenobird.com/podcast/beyond-the-couch-ai-in-psychology-7371090/understanding-how-large-language-models-llms-work-with-dr-ernest-wayde Text version: https://stenobird.com/podcast/beyond-the-couch-ai-in-psychology-7371090/understanding-how-large-language-models-llms-work-with-dr-ernest-wayde.md Podcast: [Beyond the Couch: AI in Psychology](https://stenobird.com/podcast/beyond-the-couch-ai-in-psychology-7371090) Published: 2026-03-17T13:00:00+00:00 Episode link: https://beyond-the-couch-ai-in-psychology.captivate.fm Audio file: https://episodes.captivate.fm/episode/25fc002b-3056-42d7-a1ee-ba814c4559e6.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/beyond-the-couch-ai-in-psychology-7371090/episodes/understanding-how-large-language-models-llms-work-with-dr-ernest-wayde Duration seconds: 1361 ## Resource In this episode of Beyond the Couch , Dr. Ernest Wayde reveals the real mechanics behind large language models like ChatGPT, demystifying what happens inside these systems when you use them. Whether you're a psychologist or healthcare professional, understanding this process is crucial for responsible use and interpreting AI-generated information accurately. Takeaways: Fluency does not equal accuracy. AI operates through pattern matching, not reasoning. Training data bakes in human bias. The "fine-tuning" stage reflects human values. Context is limited to the current prompt. Accountability remains with the professional. Connect With Us https://www.waydeai.com/ https://www.facebook.com/waydeai https://www.linkedin.com/company/wayde-ai/ info@waydeai.com Subcribe https://the-waydeai-brief.beehiiv.com/ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/beyond-the-couch-ai-in-psychology-7371090/episodes/understanding-how-large-language-models-llms-work-with-dr-ernest-wayde/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/beyond-the-couch-ai-in-psychology-7371090/understanding-how-large-language-models-llms-work-with-dr-ernest-wayde.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.