Homahuki
SwISD (Swarm Inference on Small Devices) is an open-source, API-like,
framework that runs AI inference on any device that supports JS or Wasm.
It combines peer-to-peer communication, smart task management, and
scalable computation in a simple programmatic structure.
With SWISD, models can run locally on a device, collaborate
through connected swarms, or only if absolutely necessary, tap into external
Big‑AI APIs. Designed for flexibility, privacy, and efficiency,
SWISD turns everyday devices into a distributed, cooperative
intelligence network.
FAQ
Roadmap
spring 2023
SwISD concept at hackathon
Initial idea for SwISD emerges during a hackathon, exploring decentralized AI on small devices.
winter 2023
Start of dedicated research
Begin systematic R&D on decentralized inference, P2P protocols, and WebGPU/WebAssembly on consumer hardware.
fall 2024
First lab swarm prototype
A lab prototype runs a multi-device swarm for the first time, demonstrating distributed inference on small devices.
summer 2025
Homahuki founded & FFG grant
Homahuki GmbH is founded, secures FFG funding, and starts building the invite-only app on top of SwISD.
2025
Phase 1: Framework & R&D
Core SwISD framework stabilizes for browser and Node.js with basic P2P orchestration and local model support.
spring 2026
Tech-Demo
We finished a working tech-demo that deploys a stable version of SwISD in a real-world scenario.
winter 2026
Open-source SwISD release
Public open-source release of the SwISD framework with docs and reference integrations.
2026
Phase 2: Browser app beta
Homahuki’s browser-based app reaches production-ready beta, powered by SwISD in real cultural-sector pilots.
fall 2027
Full tensor parallelism in swarms
SwISD targets full tensor-parallel inference across device swarms, enabling larger models and more efficient distributed workloads.
2027
Phase 3: Mobile expansion
Native or hybrid mobile apps ship, bringing offline-first Homahuki + SwISD workflows to phones and tablets.
2028
Phase 4: Hardware & offline kits
Release of preconfigured hardware kits for fully local, offline deployments in venues, residencies, and collectives.
2030
Phase 5: Community stewardship
SwISD governance transitions to an independent foundation, with Homahuki as a core ecosystem maintainer.