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Reinforcement Learning is the future tense of intelligence. Echo is how it scales. Echo is Gradient’s distributed RL framework, running on everyday consumer devices. From its early experiments, Echo powered a 30B Sokoban model that outperformed DeepSeek-R1 and GPT-OSS-120B.

Read the full research paper for a detailed breakdown of Echo’s dual-swarm architecture, synchronization strategies, and performance benchmarks. arxiv.org/abs/2508.05387

Echo now joins Parallax and Lattica as part of Gradient’s distributed AI base stack, advancing intelligence that is collectively owned and hosted. We’ll keep iterating on all three and bring new updates across multiple fronts. Stay tuned! The blog: gradient.network/blog/echo-dist…

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