> Markdown version of [/videos/100596-the-unit-economics-of-ai?t=1588](https://www.wearedevelopers.com/videos/100596-the-unit-economics-of-ai?t=1588). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # The Unit Economics of AI Are skyrocketing GPU costs stalling your AI deployments? Discover how intelligent routing, agentic caching, and model compression can slash inference bills and reduce your compute footprint by 80 percent. - **Speakers:** [Ed Huang](https://www.wearedevelopers.com/@ed-huang), [Jeremy Murray](https://www.wearedevelopers.com/@jeremy-murray), [John Malcolm](https://www.wearedevelopers.com/@john-malcolm), [Aaron Bawcom](https://www.wearedevelopers.com/@aaron-bawcom), [Matt Burns](https://www.wearedevelopers.com/@matt-burns) - **Event:** World Congress 2026 North America - **Published:** September 25, 2026 - **Duration:** 29:56 - **URL:** https://www.wearedevelopers.com/videos/100596-the-unit-economics-of-ai - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/f041cbef20c4f0649609efffc90e3910/thumbnails/thumbnail.jpg?time=224837ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Architecting inference layers and meta harnesses to manage token costs](https://www.wearedevelopers.com/videos/100600-inside-the-ai-native-engineering-org) (from "Inside the AI-Native Engineering Org") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/ffe256ba71a3d5017d4ff5d033858092/thumbnails/thumbnail.jpg?time=242411ms - [Cost and latency pressures pushing AI to the edge](https://www.wearedevelopers.com/videos/100295-from-perception-to-autonomy-building-agentic-edge-ai-robots-with-ros-2) (from "From Perception to Autonomy: Building Agentic Edge AI Robots with ROS 2") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/6213f46641779f648ee4442e9156a7c5/thumbnails/thumbnail.jpg?time=148470ms - [Reducing cloud dependency with on-device edge AI models](https://www.wearedevelopers.com/videos/100225-edge-ai-on-ios-beyond-the-cloud-designing-the-next-generation-of-intelligent-on-device-apps) (from "Edge AI on iOS: Beyond the Cloud, Designing the Next Generation of Intelligent On-Device Apps") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/4f8f846e3c6379fac2a5314fbc25abbe/thumbnails/thumbnail.jpg?time=207270ms - [Managing economic costs and intelligence scaling in AI products](https://www.wearedevelopers.com/videos/1348-what-s-new-with-google-gemini) (from "What’s New with Google Gemini? 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