The story we keep telling about artificial intelligence has a familiar cast: a few enormous companies, a few enormous data centers, and the rest of us renting access. Yuma is a bet that the story could have a different shape. Founded in late 2024 as a subsidiary of Digital Currency Group, the Stamford company builds on Bittensor, a network where AI models are rewarded with tokens for producing output that other participants find useful. Instead of one lab owning the model, the network owns the incentive - and Yuma has spent its first year making itself indispensable to it.
In under a year, that has meant becoming one of the largest contributors on Bittensor. Yuma validates more than 120 subnets, mines on others, and has funded roughly 15 subnet teams through its accelerator. Then, in October 2025, it did the thing that made traditional finance pay attention: it opened an asset-management arm so institutions could buy a slice of all of it.
01What Yuma actually does
Most crypto-and-AI companies pick one lane. Yuma occupies four at once. It is an accelerator that writes checks and lends engineering help to early teams. It is a validator, one of the network's largest, that checks the quality of work happening across subnets. It is a miner, contributing compute to the subnets it believes in. And it is an asset manager, packaging exposure to the resulting tokens into funds. The through-line is Bittensor: every activity feeds the same network and, ideally, the same balance sheet.
Subnet Accelerator
Capital, technical guidance and community access for early teams launching subnets.
Yuma Validator
One of the network's largest validators, checking work across 120+ subnets.
Yuma Mining
Mining operations that supply useful work to selected subnets.
Asset Management
Fund strategies giving institutions exposure to subnet tokens.
02The network underneath
To understand Yuma, it helps to understand what it is standing on. Bittensor organizes machine intelligence into subnets - self-contained markets, each with its own task. Miners in a subnet produce work; validators score that work; the network pays out its native token, TAO, and each subnet's own token, in rough proportion to how useful the work is judged to be. The design tries to answer a simple question: what if the incentive to build good AI lived in an open protocol rather than a private company?
That framing is also Yuma's pitch. The company argues that AI development is drifting toward a small set of gatekeepers, and that an open, decentralized alternative is worth funding. It is a position with obvious commercial upside for a firm that holds tokens across the network - but it is also a coherent thesis, and Yuma has built its operations around it rather than around any single model.
Create positive economic and societal change by connecting transformative ideas to decentralized intelligence. Yuma, mission statement
03Meet the subnets
The accelerator's portfolio reads like a lineup of very specific engineering problems. Score works on computer vision, including applications in sports and football insights. Beam focuses on distributed bandwidth aggregation. Trishool takes on AI safety and alignment. Bitsec hunts for vulnerabilities in code. Yanez MIID generates synthetic identities used to test fraud systems. None of these is a general chatbot; each is a narrow, measurable service that a decentralized network can price. That specificity is the point - a subnet only earns if its output is useful enough to be scored highly, which pushes teams toward problems with a clear right answer.
04From studio to Wall Street
The launch of Yuma Asset Management in October 2025 was the moment the company stopped being only a builder and became a bridge. Anchored by a $10 million investment from DCG, it introduced fund strategies that hold subnet tokens - the protocol-native assets of Bittensor's contributor networks. Two of them arrived first: the Subnet Composite Fund, weighted by market capitalization across active subnets, and the Large Cap Subnet Fund, concentrated in the biggest. In mid-2026 came the Total Market Fund, which folds TAO and the whole subnet ecosystem into a single allocation.
The framing is deliberately legible to traditional investors. Yuma describes the Composite fund as a kind of NASDAQ Composite for subnets and the Large Cap fund as a Dow. The target audience is institutional and accredited investors who want exposure to decentralized AI without wiring tokens themselves. An early external vote of confidence came from TAO Synergies, which announced an initial $750,000 investment into the subnet funds.
Subnet tokens are an emerging asset class that provide investors with unprecedented access to a massive wave of AI innovation. Barry Silbert, CEO
05Who runs it
Yuma sits under Barry Silbert, the DCG founder whose group also spawned Grayscale, Foundry and CoinDesk. In October 2025 the company brought in Greg and Jeff Schvey - the brothers who built the crypto data and trading firm TradeBlock, later acquired by CoinDesk - to lead its next phase, with Greg as chief operating officer and Jeff as chief technology officer. It is a leadership choice that signals intent: TradeBlock was infrastructure, not hype, and Yuma is being run as an infrastructure business rather than a token trade.
06The business model, and the moat
Yuma's four activities are not a grab bag; they compound. Validating and mining accumulate TAO and subnet tokens. Accelerating teams gives Yuma early positions in the subnets most likely to matter. Asset management turns those positions and that knowledge into fee-bearing products for outside capital. Each function makes the others sharper - the validator sees which subnets are healthy, the accelerator knows which teams are real, and the funds can be built on both. Because DCG capitalizes the company, Yuma has not had to raise the way an independent startup would, which is why its public funding footprint is small relative to its activity.
The customers fall into two groups. On one side are founders and research teams building subnets, who get capital, engineering support and access to a community. On the other are institutional and accredited investors buying the funds. A roughly 35-person team serves both - small for the surface area it covers, which is part of why the operating leverage of doing everything on one network matters.
07Distribution and partners
Building on a network is one thing; getting people onto it is another. In mid-2026 Yuma partnered with the exchange MEXC to bring Bittensor staking to a reported 40 million-plus users, a move that pushes participation toward a retail audience. On the institutional side, Yuma has worked with established custodians and infrastructure providers including BitGo, Copper and Crypto.com. The pattern is consistent: Yuma tends to occupy the technical center and let partners handle reach and custody.
08Where it fits in the market
Yuma competes on two fronts at once. Within crypto, it is up against other Bittensor investors, validators and infrastructure players, plus funds offering TAO or AI-token exposure. In the wider frame, its real rival is the closed model of AI itself - the centralized compute and model providers that Yuma's thesis argues against. That dual positioning is a strength and a risk. The strength is that no single competitor does all four of Yuma's jobs on Bittensor. The risk is that the entire bet rides on one network's continued relevance, and subnet tokens remain a young, volatile asset class rather than a proven one.
What is clear is the ambition. In roughly a year, a small team turned a novel network into a business with builders on one side and Wall Street on the other, using the same infrastructure to serve both. Whether decentralized AI becomes a durable category or a footnote, Yuma has made itself one of the clearest places to watch the experiment run.
09The road so far
- Nov 2024DCG launches Yuma
Digital Currency Group establishes Yuma to accelerate decentralized intelligence on Bittensor.
- 2025Scaling across the network
Yuma grows into a top contributor - validating 120+ subnets, mining, and funding 15 subnet teams.
- Oct 2025Schvey brothers join
TradeBlock founders Greg and Jeff Schvey are appointed to lead the next phase of growth.
- Oct 2025Yuma Asset Management
A $10M DCG anchor launches the Subnet Composite and Large Cap Subnet funds.
- 2026Total Market Fund + retail staking
The Total Market Fund arrives; a MEXC partnership brings Bittensor staking to 40M+ users.