# Why AI Parameter Counts Don't Matter Anymore

Page: https://stenobird.com/podcast/ai-with-shaily-7095384/why-ai-parameter-counts-don-t-matter-anymore
Text version: https://stenobird.com/podcast/ai-with-shaily-7095384/why-ai-parameter-counts-don-t-matter-anymore.md
Podcast: [AI with Shaily](https://stenobird.com/podcast/ai-with-shaily-7095384)
Published: 2026-07-20T12:15:38+00:00
Episode link: https://soundcloud.com/shailendra-kumaar/why-ai-parameter-counts-dont
Audio file: https://feeds.soundcloud.com/stream/2364307469-shailendra-kumaar-why-ai-parameter-counts-dont.mp3
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JSON: https://stenobird.com/v1/public/podcasts/ai-with-shaily-7095384/episodes/why-ai-parameter-counts-don-t-matter-anymore
Duration seconds: 914

## Resource

Are we focusing on the wrong metric for artificial intelligence? 🧠 In this episode of Weekly AI News with host Shailendraa Kumar, we dive deep into the revolution of inference-time scaling and why smaller, smarter models are outperforming massive systems. Learn how 'depth of thought' and dynamic search budgets are completely changing the economics of the industry. Listen in to find out how these shifts will impact your business and what developers should do next! 🚀 Don't forget to like, follow, and leave your thoughts in the comments below!

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## Transcript

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