Funding and Valuation
Published 7/15/2026, 12:11:57 AM
Nous Research has secured $70 million in total funding (not $75 million as sometimes reported) to develop decentralized AI infrastructure, specifically targeting the creation of new on-chain compute markets. The capital, led by Paradigm, is being used to build the Psyche Network on Solana, which aims to commoditize GPU power and decentralize the training of Large Language Models (LLMs).
Funding and Valuation
As of July 2026, Nous Research has completed two major funding rounds. The Series A round in April 2025 propelled the project to a $1 billion token valuation.
| Round | Amount | Date | Lead Investor | Key Participants |
|---|---|---|---|---|
| Series A | $50M | April 2025 | Paradigm | — |
| Seed | $20M | April 2025 | — | Delphi Ventures, Distributed Global, North Island Ventures |
| Total | $70M | — | — | — |
[Source: https://fortune.com/crypto/2025/04/25/paradigm-nous-research-crypto-ai-venture-capital-deepseek-openai-blockchain/] [Source: https://platform.tracxn.com/a/d/company/58dcb669e4b0fb1208830eb3/nous%20research]
Technical Infrastructure: The Psyche Network
The primary mechanism for creating new compute markets is the Psyche Network, a Solana-based coordination layer for distributed AI training. It addresses the "coordination problem" inherent in decentralized compute through several key technologies:
- DisTrO (Distributed Training Optimization): A proprietary technology that allows independent nodes to train models without constant synchronization. This reportedly reduces bandwidth requirements by over 3x, making distributed training over consumer-grade internet more viable. [Source: https://x.com/NousResearch]
- On-Chain Coordination: Solana smart contracts manage training metadata, participant lists, and Byzantine fault tolerance to prevent data poisoning during the training process.
- Tokenized Incentives: A points-based system tracks GPU contributions, which are redeemable for the NOUS token via a "treasurer smart contract." [Source: https://x.com/treadFDTN/status/2077090727889154181]
Impact on On-Chain Compute Markets
The $70M raise catalyzes three specific shifts in the compute market:
- Liquid GPU Markets: By integrating with industrial providers like Lambda Labs and Crusoe Cloud, Nous is creating a liquid market where GPU resources can be traded as on-chain assets rather than locked in centralized cloud contracts.
- Inference Capital Markets: The project is exploring "agentic payments" on Base and Solana, allowing AI agents to autonomously purchase inference compute using crypto-native rails. [Source: https://x.com/GalaxyResearch]
- Decentralized Governance: The funding supports a shift away from "closed-box" models (e.g., OpenAI) toward community-governed training runs where the model weights and training process are transparently managed on-chain.
While the funding and technical roadmap are established, the NOUS token remains in a pre-launch or restricted testing phase on Solana as of July 2026. Investors should note that the $7.6 trillion AI infrastructure capex projected for 2026–2031 provides a massive total addressable market, but the security of the Psyche Network's decentralized training against sophisticated data poisoning remains a critical area of ongoing research. [Source: https://x.com/GalaxyResearch]