# How to Choose, Use, and Trust AI Models with Manav Gupta, Vice President and CTO, IBM Canada {Replay} Page: https://stenobird.com/podcast/making-data-simple-17685/how-to-choose-use-and-trust-ai-models-with-manav-gupta-vice-president-and-cto-ibm-canada-replay Text version: https://stenobird.com/podcast/making-data-simple-17685/how-to-choose-use-and-trust-ai-models-with-manav-gupta-vice-president-and-cto-ibm-canada-replay.md Podcast: [Making Data Simple](https://stenobird.com/podcast/making-data-simple-17685) Published: 2025-12-10T08:00:00+00:00 Episode link: https://www.buzzsprout.com/214745/episodes/18328144-how-to-choose-use-and-trust-ai-models-with-manav-gupta-vice-president-and-cto-ibm-canada-replay.mp3 Audio file: https://www.buzzsprout.com/214745/episodes/18328144-how-to-choose-use-and-trust-ai-models-with-manav-gupta-vice-president-and-cto-ibm-canada-replay.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/making-data-simple-17685/episodes/how-to-choose-use-and-trust-ai-models-with-manav-gupta-vice-president-and-cto-ibm-canada-replay Duration seconds: 2955 ## Resource Send us Fan Mail On this replay of Making Data Simple, Manav Gupta, VP and CTO of IBM Canada, jumps straight into the world of large language models and what they really mean for businesses trying to scale AI. From how today’s models are built and tuned, to where the next generation is headed, Manav translates complex AI concepts into practical guidance for leaders, practitioners, and anyone trying to cut through the hype. The discussion spans everything from model architectures and IBM’s Gra... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/making-data-simple-17685/episodes/how-to-choose-use-and-trust-ai-models-with-manav-gupta-vice-president-and-cto-ibm-canada-replay/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/making-data-simple-17685/how-to-choose-use-and-trust-ai-models-with-manav-gupta-vice-president-and-cto-ibm-canada-replay.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.