> Markdown version of [/videos/100417-compute-for-your-ai-model-gpus-lpus-tpus-and-beyond](https://www.wearedevelopers.com/videos/100417-compute-for-your-ai-model-gpus-lpus-tpus-and-beyond). 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). --- # Compute for your AI model: GPUs, LPUs, TPUs and beyond.. Is your shared hardware starving your AI model's decode phase? Learn to slash inference latency using disaggregated serving across specialized GPUs, TPUs, and SRAM-dense LPUs. - **Speakers:** [Kushaagra Goyal](https://www.wearedevelopers.com/@kushaagra-goyal) - **Event:** World Congress 2026 North America - **Published:** September 24, 2026 - **Duration:** 24:02 - **URL:** https://www.wearedevelopers.com/videos/100417-compute-for-your-ai-model-gpus-lpus-tpus-and-beyond ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Balancing scale and architecture in artificial intelligence development](https://www.wearedevelopers.com/videos/100476-making-science-larger-not-just-faster) (from "Making Science Larger, not just Faster") - [Hardware architectures tailored for specific artificial intelligence computations](https://www.wearedevelopers.com/videos/1132-bringing-ai-everywhere) (from "Bringing AI Everywhere") - [Escalating compute demands for production generative AI inference](https://www.wearedevelopers.com/videos/1139-ai-factories-at-scale) (from "AI Factories at Scale") - [Lowering inference costs through specialized hardware architectures](https://www.wearedevelopers.com/videos/100596-the-unit-economics-of-ai) (from "The Unit Economics of AI") - [Selecting purpose-built hardware for model training and inference](https://www.wearedevelopers.com/videos/570-optimizing-your-ai-ml-workloads-for-sustainability) (from "Optimizing your AI/ML workloads for sustainability") - [Managing compute costs and AI model routing](https://www.wearedevelopers.com/videos/100328-the-limits-of-llms-in-real-world-applications) (from "The Limits of LLMs in Real-World Applications") ## Related Articles - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) ## Related Jobs - [Principal Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/2854958-principal-software-engineer-ai-inference-runtime) at **ARM** - [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium** - [Principal Software Engineer, AI Inference Cloud](https://www.wearedevelopers.com/jobs/ext/2854957-principal-software-engineer-ai-inference-cloud) at **ARM** - [Staff Software Engineer, AI Inference Runtime](https://www.wearedevelopers.com/jobs/ext/3474466-staff-software-engineer-ai-inference-runtime) at **ARM** - [Distributed Training and Inference Engineer](https://www.wearedevelopers.com/jobs/48399-distributed-training-and-inference-engineer) at **Sciforium** - [GPU Kernel Engineer](https://www.wearedevelopers.com/jobs/48412-gpu-kernel-engineer) at **Sciforium**