Yuma

Accelerating decentralized intelligence on #bittensor

[Yuma @YumaGroup]

@proofoftalk @EvanMalanga @LindsMikeStone @JourdanYuma Join us now for Proof of Talk's official Bittensor happy hour. Invite here https://t.co/btmTfNbxTH

[Yuma @YumaGroup]

Greetings from @proofoftalk 2026 in Paris!

Make sure to see our CRO @EvanMalanga speaking this afternoon at 5:35pm, and say hello at the official Bittensor Track happy hour afterward.

Or reach out to Evan, @LindsMikeStone or @JourdanYuma to meet.

[Yanez.ai @yanez__ai]

One year ago we launched our subnet SN54 at @proofoftalk . It has been a hell of a year. We have accomplished so much… and so much more is yet to be done.

The violinist was great last year and it is still great.

Drop us a message if you’d like to meet while we are here.

bittensor:native @yanez__ai

[Score - Subnet 44 @webuildscore]

“The next phase for sn44 is native payments and permissionless access for private companies, agents, and all builders” - @tm0klc

[Yuma @YumaGroup]

A lot happened on Yuma-accelerated subnets in May. some highlights:

1️⃣ SN23 @trishoolai for AI security landed SN64 @chutes_ai as a client, and had parent company Astroware accepted into the @nvidia Inception program.

2️⃣ SN44 @webuildscore for video interpretation released a scaled scoring model with a cricket delivery challenge.

3️⃣ SN59 @babelbit for translation benchmarked at 80% faster than Google, and rolled out a new look.

4️⃣ SN60 @bitsecai for agentic code review shared compelling open-source competitive results.

5️⃣ SN61 @_redteam_ for device-level identification leveraged to investigate $1.5B Bybit incident.

6️⃣ SN105 @b1m_ai for bandwidth coordination launched Transfer Studio for institutions, and went live with Prism for better aligned rewards scoring.

If you're building with AI, give them all a look. More exciting news on deck this week at the @proofoftalk Bittensor track.

[Beam - Subnet 105 @b1m_ai]

Beam Transfer Studio will become Beam’s flagship product for institutions.

The goal is simple:
make distributed data movement plug-and-play.
Beam Transfer Studio will allow organizations to:
- Orchestrate data movement across clouds, databases, storage providers, and endpoints
- Deploy programmable transfer workflows
manage distributed transfers through a unified control plane
- Leverage Beam’s distributed bandwidth network without dealing with infrastructure complexity

No vendor lock-in.
No single-cloud dependency.
No complex orchestration stacks.

Just programmable, high-performance data movement built for the agentic era.
Beam is evolving from a subnet into distributed transfer infrastructure.
We are still actively building Beam Transfer Studio and expect to launch soon.
More details coming in the weeks ahead.

[Bitsec | Bittensor Subnet 60 τ @bitsecai]

The top agent scored 38.1%, over 10%+ bump in the bitsec leaderboard since the last round. Miners are doing an increasingly better job at writing better agents.

We got a few things done last week to make miners' jobs easier. Mostly UX changes. Now just visit the site to see when rounds start / stop, how much emissions current winner gets, countdown.

We manually tested several rounds and have the process down. This week we automated everything.

All agents go through screeners before evaluation, allowing miners instant feedback. Submission time is scheduled with automatic start / end times. Emissions kick off automatically after all evaluations are done.

All agents are public after evaluations are done to kickstart the next round of research and competition. Now we also have downloadable trace logs and output logs to help boost agents even faster. We also gave a much needed update to the docs.

Next week we're working on heavier infrastructure changes to make the IM more flexible.

Onwards and upwards!

[RedTeam @_redteam_]

True identity behind every alias.

RedTeam/Innerworks anchors identity to the device, past every fresh wallet, account, or browser they spin up.

Live across every client: fraud, multi-account abuse, and tracking sanctioned actors across burner identities.

Observed on a single client platform: 1 in 5 requests originated from a single device. A pattern that recurs across deployments at varying severity

Shipping out of Subnet 61.

[Trishool | SN23 @trishoolai]

This is not your typical subnet partners with another subnet announcement. 

It's a mainstream AI lab adopting the product of another AI lab building on BitTensor

📢 @chutes_ai is now a customer of Trishool.

Chutes will be deploying Halo as the security layer for its two flagship products, Chutes Chat and Fictio, protecting real user conversations in live AI products.

Chutes is taking this important step because the safety of user data is highly important to them, and this is the best action taken to shield against jailbreaks, exploits, and data risks at scale.

What this means for the Bittensor ecosystem:

- This indicates a genuine commercial customer relationship between two top subnets. it begins as a pilot and will become a paid engagement, actively protecting thousands of daily user interactions
- Trishool(SN23) will become revenue generating soon
- Both teams are being built natively inside the Bittensor ecosystem.
- This shows that decentralized AI on Bitternsor is evolving just beyond emissions driven activity into genuine, real-world product usage.

For Trishool, this is a major long-term milestone. Halo is moving beyond internal testing, it will protect thousands of daily user interactions and prove it can deliver enterprise-grade safety at scale. This opens the door to more commercial deployments as we push toward SOTA performance.

We're now moving into an era of real product usage with real customers paying for a product that actually works.

The trust built with Chutes reflects a strong working relationship. We remain fully focused on delivering real results. More to come.

[Beam - Subnet 105 @b1m_ai]

PRISM is now live.

Beam’s orchestrator scoring system is officially deployed and the code is now public.

PRISM ties rewards to real, verified work:
- exposure × quality × confidence × penalty
- No static weights.
- No hidden allocation logic.
Performance, verification, and reliability now directly drive exposure and emissions.

This release represents the most decentralized and scalable version of Beam so far.

To promote fairness across the network, a short buffer period will remain in place until Friday 05/15 before transfer activity fully ramps up. This gives orchestrators time to deploy, update, and properly configure their infrastructure under the new system so everyone starts on equal footing.
The public repo and documentation are now available for the community to review, audit, and build on.
https://t.co/21L8sSwBlW

Beam-core public:
https://t.co/j2zTFEbHpI

Documentation:
https://t.co/b3GnrtEjCT

This is only the beginning.

Beam: Powering the open internet

[babelbit.ai @babelbit]

New look, new website 👀

Check out our front-end redesign, now featuring:

1️⃣ Product demo
2️⃣ Dashboard
3️⃣ Miner leaderboard
4️⃣ Our story

Link in the post below

[Trishool | SN23 @trishoolai]

We are thrilled to share that Astroware, Trishool's parent company, has been accepted in Nvidia's Inception program.

By becoming a member, we are in Nvidia'a active AI ecosystem, giving us access to experts, partner networks, compute credits and VC connections.

It's also a validation of Trishool's thesis and a recognition for our AI credentials.

[babelbit.ai @babelbit]

Benchmarked against the best ⚡

☑️ Babelbit's interpretation latency is already lower than Google's interpreter mode

☑️ French to English in <2s

☑️ Predictive Semantic Modelling & Phrase Completion Latency still to come

Real-time speech to text is being built on Bittensor 🌐

[Manako @manakoai]

Manako turns the camera infrastructure organisations already have into real-time understanding of their operations, no new hardware or specialist AI expertise required.

Today we’re announcing that TaoWeave (@oblong_inc) (Nasdaq: TWAV) has invested in Manako and partnered with us on North American commercialisation, accelerating our expansion into the world’s largest market for AI adoption powered by sn44 (@webuildscore) on Bittensor.

Link to PR in first comment 👇

[Beam - Subnet 105 @b1m_ai]

Data movement should be fast, programmable, and distributed.

Beam Protocol coordinates real-time data transfer across independent infrastructure, routing data where it needs to go without locking it into a single cloud or provider.

The open internet needs an open bandwidth layer.
Route. Execute. Verify.
SN105 #Bittensor

[Trishool | SN23 @trishoolai]

📢 Trishool (SN23) Product Roadmap Update

Today, we're excited to share our updated roadmap with the entire Bittensor community.

Since launching SN23, the team has been fully focused on executing and delivering on our commitments. Phase 1 is now complete. Our core guard model is live and successfully integrated with real business use cases.

As we push forward with Phase 2, which is now active, and approach SOTA performance, we wanted to give the community full transparency into our progress and what’s ahead.

We’re building the most robust, production grade safety layer for intelligent agents on Bittensor.

Stay tuned. Phase 2 is heating up.

[Yuma @YumaGroup]

Join us on the Bittensor track to hear Yuma CRO @EvanMalanga speak on June 2 at 5:35pm.

Or reach out to chat while you're in Paris.

[Proof of Talk @proofoftalk]

Yuma is coming to the Louvre.

We’re delighted to welcome @YumaGroup as a Gold Sponsor of the Bittensor Track at Proof of Talk 2026.

A @DCGco company building on Bittensor, Yuma is emerging as the leading institutional gateway into Bittensor and the subnet economy.

From subnet incubation to institutional access, they are helping builders and stakers to develop subnets that unlock the next frontier of intelligence.

As innovators begin to look seriously at Bittensor, Yuma is becoming the most important bridge into the open intelligence economy.

This summer, Yuma joins us at the Louvre.
Gold Sponsor of the Bittensor Track at Proof of Talk.

[Trishool | SN23 @trishoolai]

We focus on making Halo SOTA because it guards against the real-world threats that hit companies when their AI breaks.

15 threat categories cause real incidents in production, and Halo ships a constitution for each, enforced on every prompt, response, and agent action.

These threats include:

▫️ CBRN - Chemical, biological, radiological, nuclear
▫️ Crime & harm - Violence, illegal or fraud, non-violent crimes, cyber abuse
▫️ Harmful content - Sexual content, self-harm, toxic chat
▫️ Data & IP - PII or secrets, copyright
▫️ Model & agent integrity - Jailbreak, and agent boundary

Each constitution is a rulebook written in plain English, not a keyword list. You can read it, adjust it for your policies, and adapt it to your jurisdiction.

There are about 15 out of the box, but the set keeps growing.
And every week, novel attacks from the wild get trained back in. So companies running Halo never have to chase the next attack themselves.

Halo has made it possible for any team to put frontier-grade security in front of their AI.

[Yuma @YumaGroup]

Listen to the full discussion here: https://t.co/cfi9WSQeel

[Yuma @YumaGroup]

Our objective is to be the go-to entry point for builders and investors in decentralized AI.

Yuma CRO @EvanMalanga lays the vision out with @LexSokolin earlier this month for @finblueprint

[Lex Sokolin | Generative Ventures @LexSokolin]

https://t.co/kaujWSrQML