# Small Language Models: The Case for Less Page: https://stenobird.com/podcast/paul-weiss-waking-up-with-ai-6823804/small-language-models-the-case-for-less Text version: https://stenobird.com/podcast/paul-weiss-waking-up-with-ai-6823804/small-language-models-the-case-for-less.md Podcast: [Paul, Weiss Waking Up With AI](https://stenobird.com/podcast/paul-weiss-waking-up-with-ai-6823804) Published: 2026-01-29T14:01:00+00:00 Episode link: https://www.paulweiss.com/insights/podcasts/paul-weiss-waking-up-with-ai/ep-99-small-language-models-the-case-for-less Audio file: https://mcdn.podbean.com/mf/web/hmekfagt5eu2mspk/Ep_99_-_SmallLanguageModelsTheCaseForLess6kyc6.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/paul-weiss-waking-up-with-ai-6823804/episodes/small-language-models-the-case-for-less Duration seconds: 1092 ## Resource In this episode, Katherine Forrest and Scott Caravello explore small language models (“SLM”) and their potential implications for task specialization, speed, and confidentiality. Our hosts also share some recent research covering expectations surrounding SLM adoption and growth. ## Learn More About Paul, Weiss’s Artificial Intelligence practice:https://www.paulweiss.com/industries/artificial-intelligence ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/paul-weiss-waking-up-with-ai-6823804/episodes/small-language-models-the-case-for-less/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/paul-weiss-waking-up-with-ai-6823804/small-language-models-the-case-for-less.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.