# LLM vs SLM what's right for your enterprise? | Agentic AI Podcast by lowtouch.ai Page: https://stenobird.com/podcast/agentic-ai-podcast/llm-vs-slm-what-s-right-for-your-enterprise-agentic-ai-podcast-by-lowtouch-ai Text version: https://stenobird.com/podcast/agentic-ai-podcast/llm-vs-slm-what-s-right-for-your-enterprise-agentic-ai-podcast-by-lowtouch-ai.md Podcast: [Agentic AI Podcast](https://stenobird.com/podcast/agentic-ai-podcast) Published: 2025-08-13T07:08:46+00:00 Episode link: https://share.transistor.fm/s/9ca19772 Audio file: https://media.transistor.fm/9ca19772/1bcfefdb.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/agentic-ai-podcast/episodes/llm-vs-slm-what-s-right-for-your-enterprise-agentic-ai-podcast-by-lowtouch-ai Duration seconds: 946 ## Resource In this episode, we break down the key differences between Large Language Models (LLMs) and Small Language Models (SLMs) . While LLMs like GPT-4 dominate with broad capabilities and massive datasets, SLMs are emerging as lightweight, cost-efficient alternatives optimized for specific tasks and edge deployments. We explore their use cases, trade-offs in accuracy vs. speed, and how enterprises can choose the right model based on context, control, and cost. Whether you’re building AI at scale or deploying on-device assistants, this episode helps you navigate the evolving landscape of language models. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/agentic-ai-podcast/episodes/llm-vs-slm-what-s-right-for-your-enterprise-agentic-ai-podcast-by-lowtouch-ai/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/agentic-ai-podcast/llm-vs-slm-what-s-right-for-your-enterprise-agentic-ai-podcast-by-lowtouch-ai.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.