# Only as good as the data Page: https://stenobird.com/podcast/practical-ai/only-as-good-as-the-data Text version: https://stenobird.com/podcast/practical-ai/only-as-good-as-the-data.md Podcast: [Practical AI](https://stenobird.com/podcast/practical-ai) Published: 2024-08-14T21:15:00+00:00 Episode link: https://share.transistor.fm/s/1edb5dc5 Audio file: https://pscrb.fm/rss/p/dts.podtrac.com/redirect.mp3/media.transistor.fm/1edb5dc5/16bf7b93.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/practical-ai/episodes/only-as-good-as-the-data Duration seconds: 2741 ## Resource You might have heard that “AI is only as good as the data.” What does that mean and what data are we talking about? Chris and Daniel dig into that topic in the episode exploring the categories of data that you might encounter working in AI (for training, testing, fine-tuning, benchmarks, etc.). They also discuss the latest developments in AI regulation with the EU’s AI Act coming into force. Sponsors: Assembly AI – Turn voice data into summaries with AssemblyAI’s leading Speech AI models. Built by AI experts, their Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker detection, sentiment analysis, chapter detection, PII redaction, and more. Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today . Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Upcoming Events: Register for upcoming webinars here ! ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/practical-ai/episodes/only-as-good-as-the-data/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/practical-ai/only-as-good-as-the-data.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.