Artificial Intelligence Technical Community Group

Efficient and portable AI / LLM inference with WebAssembly (CNCF Technical Community Group Meeting):

Attendees: 4
virtual
Event date
December 5, 2025
08:00 AM - 09:00 AM PST
Location
Virtual event
About this event

Efficient and portable AI / LLM inference with WebAssembly 🚀

Part of the CNCF Artificial Intelligence Technical Community Group Meeting Series.

Session Overview 🧠

In this session of our bi-weekly TCG meeting series, we have the pleasure to host Vivian Hu and Michael Yuan from the WasmEdge team, who will be sharing an update with the community on the latest and greatest associated with WasmEdge and how it can support AI/LLM Inferencing use cases with WebAssembly.

Why use Web Assembly 💡

  • Privacy-Preserving Local Inferencing, keeping data on device to reduce egress and compliance risks.

  • Lower Latency By Proximity, eliminating round trips to centralized services.

  • Cost Efficiency For Burst Workloads, paying only for brief execution with rapid scale-to-zero.

  • Simplified Observability And Rollbacks, shipping versioned Wasm modules with predictable behavior

  • Strong Sandbox Isolation By Design, reducing blast radius versus native binaries in multi-tenant scenarios.

  • Fine-Grained Resource Controls, limiting CPU, memory, and I/O for predictable, safer inference.

  • Minimal Attack Surface Compared To Full Containers, improving compliance posture for sensitive workloads.

  • Deterministic Execution Model, aiding reproducibility and safer operations at the edge.

Joining Details 🔑

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Organizers