# ICE Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/ice
> Markdown URL: https://aitinkerers.org/technologies/ice.md
> Technology record last updated: 2026-02-26T10:40:58Z
> Generated: 2026-08-24T20:34:57Z

ICE (Interactive Connectivity Establishment) coordinates STUN and TURN protocols to bypass NATs and establish direct peer-to-peer media streams.

ICE (Interactive Connectivity Establishment) solves the problem of peer-to-peer connectivity across restrictive networks. Defined in RFC 8445, this framework manages the systematic search for the most efficient data path between two endpoints. It prioritizes direct host-to-host connections before falling back to STUN (Session Traversal Utilities for NAT) or TURN (Traversal Using Relays around NAT) servers. By gathering multiple IP candidates (local, reflexive, and relayed), ICE ensures low-latency communication for WebRTC and VoIP applications. It handles the heavy lifting of NAT traversal so developers can focus on the application layer.

- Official technology site: https://datatracker.ietf.org/doc/html/rfc8445
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [GPU-Streaming Omniverse to the Browser Per‑Org Sessions over WebRTC](https://miami.aitinkerers.org/talks/rsvp_Mq1fLtz3A-E)

Live build walkthrough of a prototype that spins up an isolated NVIDIA Omniverse/Kit session per organization, then streams it into a standard web browser via WebRTC. I’ll show the end-to-end flow: request → provision Azure GPU instance → boot the Kit runtime → establish a WebRTC connection → interact in-scene → teardown/cleanup. Focus is on the state machine, orchestration, and the practical failure modes (startup latency, ICE/networking, cleanup).

- Event context: AI Tinkerers Miami Meetup — The 2026 Builder Kickoff — 2026-02-11 — Miami
- Public talk page: https://miami.aitinkerers.org/talks/rsvp_Mq1fLtz3A-E

## Related Technologies

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