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@YumaGroup

Accelerating decentralized intelligence on #bittensor
Stamford, CT yumaai.com/social-disclai… Joined October 2024
5 Following 12K Followers 1.2K Posts

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Yuma @YumaGroup
Fugal is joining the Yuma Accelerator.

Not every query needs the most powerful model. Sending every token through frontier inference means overpaying for intelligence that smaller models handle perfectly.

@fugal_ai (SN70) is building a LLM routing subnet that matches each query with the lowest-cost model capable of answering it correctly. Miners compete to improve the routing layer, continuously optimizing the tradeoff between complexity and cost.

Many of the world’s largest companies build these optimizations in-house. Fugal is building them for everyone, turning efficient model routing into an open market on Bittensor. $TAO
0:17
Fugal Verified account @fugal_ai 4d
fugal is live on bittensor: subnet 70.

the best model for your question often isn't the most expensive one. and which one is best keeps changing: new flagships, new prices, and nobody is paid to keep re-measuring.

fugal is an llm router. it reads your question, predicts which model will get it right, weighs that against price, and calls that one model. built to give you frontier answers at a fraction of the cost.

subnet 70 is how it stays right. miners compete to train better routers, every benchmark runs inside intel tdx so results can't be faked, and they only earn when their router beats every fixed choice of models at the same cost. so the only way to win is a router that gets more right for less.

starting today:
• miners can register: github.com/fugal-ai/fugal…
• scoring starts today
• every question, grade and score gets published each epoch

try the router: fugalai.com
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Yuma @YumaGroup
The Yuma Composite Fund declined 18.3% on a USD basis in October, compared with a 20.9% decline in TAO. In $TAO terms, the fund gained 3.3%. It remains up 6.4% since launch, on a USD basis.

The fund provides indexed, weighted exposure across Bittensor subnets, analogous to how the S&P 500 provides diversified exposure to the U.S. equity market.

Learn more about Yuma Asset Management at go.yumaai.com/uuxJq

Disclosure in thread.
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Yuma @YumaGroup
The Yuma Total Market Fund declined 20.4% on a USD basis in October, broadly in line with TAO’s 20.9% decline. In $TAO terms, the fund gained 0.6%. It remains up 4.4% since launch, on a USD basis.

The fund’s composition includes the full Bittensor ecosystem, comprised of TAO and subnets, analogous to the makeup of a '60/40' portfolio.

Learn more about Yuma Asset Management's funds at go.yumaai.com/uuxJq

Disclosure in thread.
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Yuma @YumaGroup
You don’t have to be publicly traded or an IPO-bound frontier lab to push the frontier. State of the art is being built on Bittensor.

Trishool's HaloGuard Output Guard for AI safety and alignment is now #1 on the benchmark, outperforming much larger models from @nvidia, @Google, @alibaba_cloud, and @Meta.

$TAO
Trishool | SN23 Verified account @trishoolai 3d
A small team on Bittensor just beat the big labs.

HaloGuard 2.0 is the new SOTA for open streaming guards: ahead of Qwen3Guard-Stream at every size. At 0.8B.

Bittensor isn’t about following the frontier. It’s about defining it.
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Yuma @YumaGroup
We see a growing trend of subnet intelligence as an enabling layer inside products, rather than buyers consuming the raw intelligence commodity directly.

Yanez's new Gate and Pulse tools are an example: proof-of-humanhood intelligence from Bittensor, productized by the subnet operator into a polished toolkit for sensitive agentic financial transactions. $TAO
Yanez.ai Verified account @yanez__ai Oct 20
Building an agent that can spend money? Check what it has access to.

Earlier this month, a poisoned npm package used in AI agent tooling went after .env files, wallets and AI tool configs. If your agent holds your payment information, whatever compromises it can also spend it.

With Yanez Gate and Pulse, your agents can request a transaction but never touch the funds. Your phone buzzes, you approve with your face. Your face scan never leaves your phone.

Gate keeps your money behind a smart contract your agent can't open on its own. Pulse is what unlocks it.

No fees through Nov 30.

Try it out: docs.yanez.ai/pulse/showcase/
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