Announcing our $10M seed round led by @PanteraCapital and @multicoincap, with participation from @hsgcap, distinguished partners, and top angels across AI and crypto. This milestone fuels our mission to build the world’s first fully decentralized AI runtime.

Ever wondered how our chatbot replies in seconds without a central server?. It runs on Parallax’s Swarm: a fully decentralized mesh where your prompt is tokenized, segmented, and routed across nodes holding model shards. Each node executes its assigned layers of the LLM, passing

Lattica is built for all forms of data. Model weights, inference tokens, and file shards are routed with the same peer-to-peer efficiency, enabling seamless coordination across distributed meshes. This is how intelligence becomes a collective effort, not a centralized asset.

RT @Gradient_HQ: 100K+ requests served by Parallax in 2 weeks. 6 continents, 50+ languages. 1 fully distributed experience powered by just���.

RT @Gradient_HQ: 👀

-530K requests in 2 weeks.-3.3K cities across 148 regions served by just 37K Sentry Nodes.-3M p2p connections.-98ms median p2p latency. Lattica proves how lightweight, peer-to-peer infra can move data swiftly and efficiently, powering coordination across any distributed mesh.

If you haven’t tried it.

100K+ requests served by Parallax in 2 weeks. 6 continents, 50+ languages. 1 fully distributed experience powered by just a handful of consumer GPUs. Proof that intelligence can break free from centralized chip deals, and run on devices owned by you and me. Next up: Macs

RT @yuangaoyg: “Just focusing on doing it, gradient descend yourself to the optimized solution.”.That line from @drfeifei really says it al….

RT @Gradient_HQ: Introducing Parallax, the first fully distributed inference and serving engine for large language models. Try it now: htt….

RT @beincrypto: Why Gradient Network’s $10M raise matters for decentralized AI 🧠. Backed by Pantera & Multicoin, @Gradient_HQ is building L….

RT @Gradient_HQ: At its core, Lattica powers everything needed to build the future of intelligence—open, agentic, and alive at the edge. A….

RT @lastalphabetz: Me: "Boss, I replaced GPT with an AI that lives on the blockchain, runs on Tim’s GPU, and answers in pirate slang".Boss:….

RT @Zolutrakidd2021: So I ask today if Parallax of @Gradient_HQ is a person, what kind of person is he/she. You can say that he/she is the….

RT @LeThach5: Seeing your own mistakes means you are growing💪🌐.#LatticaInMotion #ChatOnParallax

Parallax is a major step toward a future where intelligence is hosted, served, and owned by all. Together with Lattica, the decentralized AI base stack is taking shape. Parallax will be open-sourced soon. Read our full blog on Parallax 👇.

The swarm is growing. Apply to join the Edge Host Pilot Program to scale the world’s intelligence:.

Now live: a chatbot fully powered by Parallax. Every response is generated peer-to-peer with no centralized server involved. Experience decentralized LLM inference:

Compared to Petals (BitTorrent-style serving), Parallax running Qwen2.5-72B on 2× RTX 5090s achieved:. – 3.1× lower end-to-end latency, 5.3× faster inter-token latency.– 2.9× faster time-to-first-token, 3.1× higher I/O throughput. Results were consistent and showed great.

Parallax runs on a distributed architecture called the Swarm: a dynamic network of nodes that collaboratively serve LLMs. Each prompt is processed across heterogeneous nodes, with each handling a segment of the model. The result: real-time inference that is decentralized,.

The Parallax Runtime Layer is the core orchestration engine for high-throughput, server-side LLM serving across distributed, heterogeneous networks. It delivers server-grade optimizations—from continuous batching to paged KV-cache—and is the first MLX-based framework to enable.