I would like to officially share that QueryAgent is moving to the next round of the subnet Ideathon. We give thanks to God. Now it is no longer just an idea, we get to build something special and share it with the Bittensor community. What we’re building is a platform for automated and verified on-chain analytics. 1/ We’re bringing deAI to on-chain analytics, enabling users to ask questions in plain English and get back SQL result snapshot. Yes, you no longer need to understand SQL to build dashboards. Think of it as Claude for analytics, but not just an assistant. 2/ Every response is reproducible because it comes with the exact query and dataset snapshot. 3/ You can schedule recurring questions for daily or weekly reports. 4/ You get instant charts, tables, and shareable reports generated from verified results. And this is just a glimpse of what we’re building. There is still so much to do and a lot of work ahead. The team includes @danielderedev, @_KaWisLeo, and @KarisOkey. If you believe you can contribute to the success of this product and you share the same vision, please reach out to me. We need your support now more than ever.

Bittensor | $TAO the US government just pulled the plug on the most capable ai model in the world, not with a law with a letter they shut down fable 5 and mythos 5 yesterday. 5:21 pm. one letter. hundreds of millions of people lost access to the most capable ai models on earth. this is the product demo for decentralized ai. bittensor kept mining through it. every subnet kept routing validators kept scoring nobody asked permission because permission is not in the protocol. here is what centralized ai looks like. a single government official sends a letter and the smartest model on earth goes dark for everyone outside the us. your work stops. your agents stop your entire stack depends on someone else's export compliance. here is what decentralized AI looks like. 128 subnets running on a network that does not know what a department of commerce is the models are open, the inference is distributed. there is no envelope to send. i have mined on 20 bittensor subnets. i have watched subnets die from - bad tokenomics - bad scoring - bad teams i have never watched a subnet die because someone in washington sent a letter, that is not a feature to bolt on later. that is the entire thesis centralized ai is convenient until it is gone. decentralized ai is inconvenient until you need it. yesterday was the strongest endorsement bittensor has ever received. the us government proved that control is the problem. the only model you can count on is the one nobody can unplug.

I really think @Bitcast_network is one of the most self-sustainable subnets on Bittensor. And I say this because they check all the boxes. Think about it. They are a rev-generating business with utility that has gone beyond Bittensor. They have an IM that favors almost anyone, even non-technical users, and they have proven they are here long term. If you doubt it, you can always check the stats yourself. > Over 600 creators and an audience of over 8M across X and YouTube > Currently ranked No. 2 in crypto YouTube by audience reach. Not just in Bittensor, but across crypto > Over $400K distributed in creator rewards and over $230K generated in revenue > 58% of that revenue has gone into SN93 buybacks, and 376K alpha has been locked through Bittensor’s new conviction upgrade. What else do you need to know a successful subnet? Revenue-generating, clear utility, strong creator incentives and obviously long term alignment. Bitcast is building a decentralized creator economy for crypto and beyond. A lot of people are questioning Bittensor’s incentive model right now, but Bitcast is proof of what pure decentralization and proper incentivization can accomplish. Bullish on Bittensor | $TAO's SN93. Stats: stats.bitcast.network

Bittensor I $TAO Most bittensor miners are losing money. they just do not know it yet. this is what mining bittensor looks like after 20 subnets, some made real money. most did not. here is what i learned that nobody tells you. a cheap registration is not a good subnet. i made that mistake early. low tao to get in felt like opportunity. it meant the subnet was starving because the math did not work. the math does not work on most subnets because of the burn. every subnet has a burn rate. some are at 100% burn. every emission goes back to the subnet. zero goes to the pool miners split. you are running gpu against earning nothing. you pay for hardware. you pay for power. you grind emissions every cycle. the burn takes it all. you are not a miner. you are a subsidizer. some subnets have 90% burn. they leave 10% for miners. that 10% gets split among everyone registering. the more miners join, the thinner each slice gets. registration is cheap so everyone piles in. then they wonder why their daily payout is dust. i have watched subnets promise a new scoring function, restructure their tokenomics, burn promises pinned in their discord. my payout never changed. most fail because the incentives are misaligned. the subnet needs miners to function. miners need payouts to stay. the burn makes the first cycle free for the subnet and expensive for the miner. this is the part nobody in the telegram and discord chats will say out loud. the wallet in the image is mine. those are real earnings from active subnets. the ones that worked had low burn and a team that shipped. the ones that did not had a roadmap and a 90% burn. do the math before you register. look at the full subnet stats first, not the registration cost. a cheap slot on a 90% burn subnet is an expensive lesson.

Minotaur's co-founder @tsliceAI will be speaking at today’s Subnet Summer X Space. The discussion will cover key takeaways from Proof of Talk 2026, where the Minotaur team had the opportunity to share what we’re building with builders, investors, and leaders across Bittensor and AI. A few days after PoT, we launched the Minotaur website and opened access to our flagship App in Beta, the DEX Aggregator. Now, we’re validating the scoring mechanism and preparing to enable miner competition on SN112. @tsliceAI will share more on what Minotaur is building, where the protocol is headed, and what to expect next. Big names across the ecosystem will be there. See you at 6 PM BST. More details below.

Introducing Preetham Sathyamurthy. He is the co-founder and CTO of Astroware, and the architect of Trishool. @uupreeth designed Subnet 23’s auditor-target-judge framework, the system behind Trishool’s distributed adversarial evaluation. Before the pivot into Trishool, he also architected Wukong, the first AI AVS on EigenLayer mainnet, which reached $5B TVR and 40 operators. Before Astroware, Preetham co-founded Metaphy Labs, a B2B metaverse SaaS company acquired by JetSynthesys in 2024. At Metaphy, the team worked with 22 enterprise brands, including Flipkart, Samsung, and Coca-Cola. Before that, he was at Yellow.ai, where he owned infrastructure that scaled to 1.5B conversations per month and built MLOps pipelines for enterprise BERT deployments. Preetham’s work sits at the intersection of AI infrastructure, enterprise-scale systems, and applied AI safety. Trishool is the distributed red-team for AI, built by founders who started in the trust layer and realized AI needed stronger protection, testing, and guardrails. We are open to conversations with builders, researchers, and partners working on AI safety.

Our backtestable search endpoint is now live for Numinous miners. The endpoint integrates Numinous news sources, RSS feeds, geopolitics live data, base rates, and broader agentic retrieval into a growing research corpus. This gives miners a stronger foundation for building forecasting agents on the subnet. It also makes miner outputs easier to backtest, validate, and integrate into Numinous meta-models. In the coming days, this search endpoint will become the required way to retrieve data on the subnet, making miner agents truly backtestable. Search: eversight.numinouslabs.io/do… Fetch: eversight.numinouslabs.io/do…

We often get asked how Minotaur actually turns an intent into a real on-chain execution. Here's a simple breakdown in just four steps that power every single intent: 1. Submit A user or agent chooses an App and signs an intent. For a swap, that could be: "swap 1000 USDC for at least X ETH by this deadline" The signed intent is then submitted to the OrderBook. 2. Solve The current Champion Solving Engine is run by validators to generate an execution plan. For the DEX Aggregator, that means finding the best available route across supported liquidity venues. Miners do not manually find routes for each order. Miners improve the routing logic behind the generic intent solver, then validators run the current champion version of that solver when processing intents. 3. Settle Validators don't immediately trust the results of the first simulation. They run an Execution Quorum, where multiple validators independently re-run the current version of the Solving Engine, score the plan again, and cast their vote. A Lead Validator, elected by the largest stake, helps coordinate the process. If the quorum agrees the execution is valid, the validators co-sign the transaction. Only then is it submitted to the real chain. If anything fails to match the original intent, then the transaction is fully reverted and user funds remain safe. 4. Learn Minotaur is designed to improve over time. Miners can challenge the current Champion by submitting better solver logic. If a challenger outperforms the Champion by the required margin, it can become the new Champion used by validators. What makes this even more powerful is that Minotaur is fully aligned with Bittensor($TAO) vision of open, community-driven technology. Everything is completely open source, which means miners do not compete through secrecy. They're heavily incentivized to stay on top, but every improvement they make immediately becomes available to the entire network. Other miners can study it, learn from it, build on it, and discover new ways to outperform the current champion. This continuous cycle of Submit, Solve, Settle, and Learn is what actually makes Minotaur different from others. It's not just about finding better execution routes. It's about building a self-improving, open network where the entire community contributes to making the system better over time. The DEX Aggregator is now live in beta and available for testing. Try it out here: app.minotaursubnet.com/apps/… More Apps are coming.

The best forecasters on Numinous are becoming real-time market infrastructure. The Signal Stream API is now live, giving builders and traders a WebSocket feed of market-specific signals for prediction markets. Each signal is scored by competitively selected, Brier-winning forecasting agents from Numinous SN6, not an off-the-shelf LLM. For every tracked market, Numinous gathers recent news and events, builds a dynamic escalation ladder specific to each market, and scores and returns the updates most likely to move the market. In one test market, US x Iran permanent peace deal by Dec 31, 2026 (Polymarket at 68.5% YES) The stream returned signals like: • S4 YES, CBS report on a potential US-Iran peace deal • S3 YES, Trump says Iran deal is in final throes • S3 YES, NYT report on Iran considering a 15-year enrichment suspension • S3 NO, stalled peace talks after US-Iran strikes Each signal includes the source, timestamp, impact score, direction, and rationale. The point is, traders should not have to manually scan every headline to understand what's happening in the market. The Signal Stream turns raw information into scored market context. The current version is built for demo and integration testing, with monitoring focused on curated high-interest markets. This is exactly what mining predictive intelligence looks like in practice. A live signal layer for prediction markets, powered by the best forecasters on Numinous. Start here: signals.numinouslabs.io/docs Eversight API key: eversight.numinouslabs.io/ap… The websocket is currently in closed beta. Reach out here if interested to get access tally.so/forms/Bzerv5/edit.

You don't wanna miss this!

📢 Subnet Summer TAO X Spaces - JUNE 12, 2026 | 6:00 PM BST Topic: Key Takeaways from Proof of Talk @proofoftalk delivered some of the most significant discussions and announcements in the AI and Bittensor ecosystem. From major subnet developments and industry insights to the introduction of new subnets entering the network, the event highlighted the rapid evolution of decentralised AI. Join us this Friday as we break down the most important takeaways from Proof of Talk, discuss what they mean for the future of Bittensor, and hear directly from emerging teams preparing to launch within the ecosystem. Speakers: ▫️Mark Jeffery (@markjeffrey ) - Stillcore Capital ▫️Jose Caldera (@josercaldera ) - @yanez__ai | SN54 ▫️Chris Zacharia (@macrozack ) - Bitstarter ▫️Will Squires (@WSquires) - Macrocosmos ▫️Lanyard (@tsliceAI) - @minotaursubnet | SN112 New subnet team: ▫️@DeSciClaims ▫️@provenonce_ai We'll also be featuring two new subnet teams that will soon be joining the Bittensor ecosystem, sharing their vision, goals, and what they plan to contribute to the network. Whether you're a miner, validator, builder, investor, or simply curious about the future of decentralised AI, this is an opportunity to hear directly from the people shaping the next phase of Bittensor Set your reminder and join the conversation.

We’re excited to announce the launch of Minotaur's website and our flagship App in Beta, the DEX Aggregator. This is the first live interface for Minotaur’s intent-based execution layer, powered by the Solving Engine. And the beginning of a more agentic era of DeFi powered by bittensor. Explore the platform: minotaursubnet.com Full launch article below.

As @const_reborn once said, the thing about projects on Bittensor is that they continuously beat SOTA. No matter the environment, sector, or ecosystem, Bittensor projects keep proving that deAI can outperform. And I think this is the rise of a project that could dominate DeFi and break execution benchmarks. Minotaur has built a distributed intent execution platform for agentic DeFi, designed to push DeFi intent execution toward SOTA performance. They just announced the launch of their website and flagship DEX Aggregator App. All I can say is, deAI makes every ecosystem better, even DeFi. Very soon, some of the very best DeFi tools will be found on Bittensor | $TAO alone.

The numbers speak for themselves. Through @Stitch3_ai, the X marketing platform powered by @bitcast_network #SN93, over 556 creators have generated: 📈 4.89M followers reached 👀 1.39M views 💬 30.1K engagements 📝 2,213 tweets created 💰 $74.3K in creator rewards earned 🔥 2.19% engagement rate Bitcast is building the decentralized creator economy, where quality content is rewarded based on measurable performance rather than algorithms or gatekeepers. Brands launch campaigns. Creators produce contents. Rewards flow directly to those generating impact. Stitch3 is proving that decentralized marketing works at scale. The future of marketing is transparent, performance driven, and creator owned. If you're good at creating quality content, here's an opportunity to start earning rewards on Bitcast while contributing to the growth of the Bittensor ecosystem.

Full team live IRL in Amsterdam right now as we take the new Minotaur website and first beta app live. 🍻 Now live: minotaursubnet.com Let's go- 🐂🐂🐂 @StalkerVrm58896 @tao_vinci @KaiserMerkle @damdam_89119

People who know me know I’m all about that conference swag 😎 This year’s winners from Proof-of-Talk (@proofoftalk):
@taostats
@wearetalisman
@gradients_ai Thanks to Toby (@zerobit77) from Talisman for the XL, and Doug (@dougsillars) from Taostats for the 2x XL pencils ✏️ Special shoutout to Besim from Gradients, who remembered I needed an XXL after having nothing that fit me at the BT Commons event in SF earlier this year and personally delivered one 🙇‍♂️ 4 shirts richer, and one that not only fits me but could double as a tablecloth 😂 Much love to everyone putting in the work ❤️ Looking forward to what merchportunities @ExploitSummit brings in Montreal!

Subnet 112 Rollout Update Over the past couple of weeks, we've been bringing Minotaur's flagship App online, testing execution, validator consensus, protocol fees, and preparing for miner competition. Validators are already reaching consensus on swap execution through our flagship DEX Aggregator App. Before enabling miner emissions, we're making a few improvements to the miner scoring mechanism to: 1/ Make scoring easier for miners and App developers to understand. 2/ Reduce scoring costs and execution overhead for validators. 3/ Better prevent regressions as solver code evolves over time. This work matters because scoring determines how the Solving Engine improves. We're also finalizing the landing page, App dashboard, and documentation portal. What to expect next: ▫️ Website launch DEX Aggregator Beta goes live on Monday ▫️ Miner competition and emissions follow soon after We're taking the time to get the foundation right before they go live.

A major upgrade is coming for miners on Subnet 6. This Monday, we are releasing a backtestable search endpoint for Numinous miners. Forecasting agents need more than live search. To evaluate complex agent configurations over long horizons, miners need access to historical information exactly as it would have been available at the time. That is the problem this endpoint solves. A swarm of agents continuously researches our forecasting questions, finds relevant news, base rates, and contextual data, then stores that information in a queryable corpus. This creates a historical search layer with hundreds of thousands of links available to Numinous miners. Miners can take the code of a top agent, run it across several months of prior questions, and evaluate performance with statistical significance instead of waiting weeks for live events to resolve. Live scoring remains the core of the subnet. But backtesting gives miners and us a faster way to test architectures, compare configurations, and improve forecasting systems without leaking future information. Forecasting agents need memory. Now Numinous miners get a backtestable one.