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Incentivizing intelligence

Joined June 2021
Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)Photo by Openτensor Foundaτion (@opentensor)
Openτensor Foundaτion retweeted
Replying to @Hippius_cloud
@Hippius_cloud is a Huggingface replacement. I've used it for decentralized training, hosting quadrillion token datasets, and tens of thousands of models. It works, its cheap, secure, reliable, and runs on encrypted compute contributed by a community of miners across the world. Best bet replacement IMO. hippius.com/hippius-hub
Is there a decentralized huggingface yet? Models can be cryptographically signed, then hosted any arbitrary place if the sigs matched The decentralized huggingface would be a dapp that organizes and connects to anyone storing these models anywhere Anything like this?
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Openτensor Foundaτion retweeted
The economic value of agents will soon come from running whole autonomous businesses, not just from finishing one-off tasks. When you run a business, the result of your own decisions arrive weeks later. You have to notice them, trace them to something you did, and act before they compound. Today, we're excited to announce SMB Bench, where we measure all the frontier models' ability to observe changes in the environment and adapt accordingly.
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Openτensor Foundaτion retweeted
🤖 AI’s next battle may be over who controls the compute. Bittensor co-founder @const_reborn tells @2084Richardson at @ExploitSummit why open-source AI could threaten the biggest labs. The interesting part starts when they notice. 👀
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Openτensor Foundaτion retweeted
We’ve released Teutonic-I-Reliquary, a 9B model post-trained entirely on Bittensor using untrusted GPUs, from RTX 3090s to B200s. It beats Qwen3.5-9B on SWE-bench Verified, scoring 43.6% vs 35.1%.
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Openτensor Foundaτion retweeted
Yesterday at @42born2code Paris, we announced something big 👇 Path to Subnet Owner: a 3-episode workshop series with @opentensor 01 Mining Discovery · Nov 30 02 Subnet Ownership · Dec 03 Subnet’s Mastermind · Dec/Jan Learn to mine and end up running your own subnet. 1 TAO for #1 on the leaderboard 🏆 Ep. 1 → Mon Nov 30, 2pm, 42 Paris
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Openτensor Foundaτion retweeted
Bittensor bittensor:native ecosystem is on fire. Revenue run rate is growing 40% month over month
$35M → $50M → $70M. Another month, another 40% MoM increase in annualized revenue across the Bittensor ecosystem. When we published the first SubConnect Bittensor Revenue Index, we estimated that revenue-generating subnets were collectively doing around $35M in annualized revenue. A month later, that number had grown to approximately $50M. Today, we're estimating $70M in annualized revenue. That's a 100% increase in just two months. Of course, annualized revenue is a snapshot, and the real challenge is sustaining that growth while improving margins and reducing dependence on emissions, but the direction is clear. Bittensor is growing from the inside out. And our expectation of $100M+ in annualized revenue by the end of 2026 is getting closer. We'll continue tracking the numbers every month through the SubConnect Bittensor Revenue Index.
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Openτensor Foundaτion retweeted
Our India Bittensor Builders House winners are here 🏆 Five days. 20 builders. Countless ideas built on @opentensor. From developer infrastructure to subnet powered apps, we saw some exciting projects come to life. Here are the teams taking home the $1,000 USDC prize pool 👇
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Openτensor Foundaτion retweeted
Every company shipping AI agents asks one question: how can I stop my agent from going rogue? To answer it, HaloGuard Output Guard now sets a new state of the art (SOTA): 83.63 average F1, ahead of the previous best at 82.5. All measured on public benchmarks. And we did it with a 0.8B model, a quarter of the size of the previous best. Small enough to run efficiently. Cheap enough to make checking every response practical. This was the focus of Phase 3 on Trishool: • 7,500+ jailbreaks submitted • 125+ unique miners • 15 weeks of challenges It comes at the right time. We’re taking our product to enterprises now, and this makes our security stack stronger. We’ll share the models on Hugging Face, the arXiv paper and a full explainer soon. There’s much more to come, and we’re looking forward to an exciting week ahead. SOTA AI security, on Bittensor. Ψ
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Openτensor Foundaτion retweeted
Introducing the first ever Injective Hacker House! We are hosting it with leading partners including @awscloud, @animocabrands, Japanese securities firm @smbcnikko_jp, @opentensor, and Gulf Labs, part of Thailand’s $27B GULF Group. 20 teams. 10 days. 1 mission with $INJ 🧵
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Openτensor Foundaτion retweeted
We just killed cold outreach. Introducing Leadpoet: the AI sales agent that finds buyers who need you now, writes personalized outreach, and follows up on LinkedIn and email. Used by Dropbox, OnePatch (YC26), Muttdata. Comment “Poet” for 100 free lead credits to find qualified buyers.
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Openτensor Foundaτion retweeted
Introducing DecisionModels @decisionmodels_ I've spent the last four weeks benchmarking decision models (I run JevBench). Today I'm launching the place to actually use the best ones: decisionmodels.io ➡️Top open models ➡️Up to 4x faster on our own REAX engine ➡️From $0.019 per 1M input tokens. Expect more reveals soon, and read 👇
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Openτensor Foundaτion retweeted
Yesterday engy.ai processed 50B+ tokens in a single day, and we’re just getting started. check our stats here: engy.ai/usage
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Openτensor Foundaτion retweeted
JUST IN: SN80 (@openroboto), the largest robotics subnet on @bittensor, integrates peaqOS All devices now have an ID and wallet on Solana, and can be verified and paid for their performance directly on Solana using @peaq
We’re bringing @peaq’s machine identity infrastructure to OpenRoboto Shift. Our first 30 OR-S1 data collectors now use peaqOS Pro, each with its own decentralized identity (DID) on @solana.
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Openτensor Foundaτion retweeted
You can sign up for @say_gm_ without an email now fully anonymous Any frontier model 100% encrypted privacy Cheapest cost on the market What am i missing ? s3.hippius.com/poppy/public/…
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Openτensor Foundaτion retweeted
Very excited crowd at Exploit. For those that missed, here is a break down of what I announced on stage.
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Openτensor Foundaτion retweeted
The full Exploit lineup is now LIVE⚡ Two days of launches, live demos, adversarial debates, workshops + experiments across AI training, robotics, agents, compute, privacy and more. New products. Hard questions. Big bets. The pioneers of distributed AI, all in one place. See what’s coming ↓ exploitsummit.com/agenda/
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Openτensor Foundaτion retweeted
Welcome to the era to decentralized post trained models that beat the frontier in their classes.
Introducing Reliquary-4B. A 4B math & code model trained with reinforcement learning. Anyone could join the network and contribute rollouts. Independent miners chose the prompts and generated the rollouts. The protocol verified them and trained the model. Here’s the model and the research behind it.
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Openτensor Foundaτion retweeted
The Hippius mobile app is live on Android. Your photos and files, backed up automatically and end-to-end encrypted on your phone before they ever upload. The same account and storage you already use on desktop and web. Your whole cloud, now in your pocket. iOS is coming next.
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Openτensor Foundaτion retweeted
Pareton miners found it, vLLM merged it. An optimization from our Qwen campaign on #Bittensor SN10 is now upstream in @vllm_project: ~4% more throughput at batch 4–8 for Qwen3.8 with MTP speculative decoding. Open competition → open-source wins. PR: github.com/vllm-project/vllm… 1/5
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