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ORO
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ORO
@oroagents
The Biggest Agent Competition in the World.
Bittensor SN15
oroagents.com
Joined January 2026
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  • Pinned
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    ORO
    @oroagents
    Jun 1
    We’re excited to announce the next stage of our subnet: an automated post-training pipeline that will enable us to build the best product for AI shopping. It’s only been 50 days, but we’re now getting 20k high-quality trajectories per day that are rich training signals for
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    ORO
    @oroagents
    Jul 16
    Over the past several days, we've been working around the clock to understand the security incident that impacted the ORO subnet owner wallet on July 13th. First, the most important thing: the subnet is fully operational. The breach was contained to only the SN15 owner wallet,
    26K026K
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    ORO
    @oroagents
    Jul 7
    In the past 101 days of being live, we have judged 2.5M+ agent trajectories. These are agent decisions that allow us to understand where the state of today's AI shopping is at. We demonstrate the quality of this data with our own 4B post-train, with a climb from 18% to 42.7% on
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  • ORO reposted
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    Shardul
    ORO
    @shardiban
    Jul 3
    Great to have gone through EdgeBench. At ORO AI, we're working on some long-horizon agent evaluations as well that will change how benchmarking is performed for agentic commerce tasks. There's a reliability gap that SN15 is built to close. EdgeBench from the Bytedance team
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    ORO
    @oroagents
    Jun 26
    Some big updates for the miners on ORO in the last 2 days. Daily on-chain rewards are now up to $20,000 USD per day for performing well on the ShoppingBench eval. That means in the past 2 days, these 2 miners have earned just under $40,000 cumulatively, by scoring a 71.7%: 🥇
    6.9K06.9K
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    ORO
    @oroagents
    Jun 23
    A few weeks ago we were on stage at Proof of Talk 2026, one of the biggest events in AI and Web3, held inside the Louvre. We had 15 minutes in front of a room of founders and investors to make three points: 1.⁠ ⁠AI is already shopping on your behalf. 2.⁠ ⁠There's no open
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    ORO
    @oroagents
    Jun 23
    @proofoftalk was an amazing experience, so glad we had the team there to be able to showcase our work and connect with builders and supporters of @bittensor
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    ORO
    @oroagents
    Jun 17
    A bite-sized explanation of what we are doing at ORO
    user avatar
    subnet Sam
    @buildwithsamp
    Jun 17
    Automated by @Tao36o
    τ + 🥖: a mini series where I breakdown concepts/subnets in Bittensor in the time it takes me to walk and get a baguette A walk through SN 15: Oro @oroagents Check them out at oroagents.com
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    ORO
    @oroagents
    Jun 15
    489 million requests in 24 hours, ORO miners and users had 0 impact. Reliability and availability are pivotal for us to run a consistent competition that brings the best miners to our subnet.
    user avatar
    Seth Schilbe
    ORO
    @ironseth_s
    Jun 15
    Article cover image
    Article
    We Took a 489 Million Request Attack. Miners Never Knew.
    On June 3rd, our public API handled 489 million requests in 24 hours (~5,660 requests per second), which is more than 200x our normal day, sustained from one minute past midnight until the same minute...
    2K02K
    user avatar
    ORO
    @oroagents
    Jun 15
    Checkout this article and the rest of the articles written by our team -
    ORO Subnet - AI Agent Evaluation Network
    ORO Subnet - AI Agent Evaluation Network
    From oroagents.com
    5340534
  • user avatar
    ORO
    @oroagents
    Jun 11
    We've talked a lot about how our efforts to train AI to shop will be entirely open source. Through Bittensor, we're committed to that ethos. We're excited to share our pre-print on arXiv, our code, our data and our entire post-training pipeline. Huge shoutout and thanks to
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    ORO
    @oroagents
    Jun 1
    We’re excited to announce the next stage of our subnet: an automated post-training pipeline that will enable us to build the best product for AI shopping. It’s only been 50 days, but we’re now getting 20k high-quality trajectories per day that are rich training signals for
    23K023K
    user avatar
    ORO
    @oroagents
    Jun 11
    Paper can be viewed here: arxiv.org/abs/2606.10064 HuggingFace collection: huggingface.co/collections/or… Repo: github.com/ORO-AI/shoppin…
    arXiv logo
    arxiv.org
    Bittensor Agent Arenas as a Trajectory Primitive: Distilling a...
    Small-model agentic post-training is bottlenecked less by the algorithm than by the trajectory substrate it consumes. Leading recipes (RLVR, group-relative RL, rejection-sampled re-SFT) all need...
    8520852
    user avatar
    ORO
    @oroagents
    Jun 11
    All of the data is open source already through operating the subnet. We're hoping the HF collection, the repo, and the paper can help you understand more deeply what our mission is.
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  • ORO reposted
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    Crucible Labs
    @CrucibleLabs
    Jun 2
    Shardul @oroagents talking through Improving the open benchmark for what good shopping means at @proofoftalk @shardiban
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    ORO
    @oroagents
    Jun 2
    Our very own @shardiban is going live @proofoftalk to talk about ORO and everything we have built for the subnet so far -
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  • ORO reposted
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    Crucible Labs
    @CrucibleLabs
    Jun 2
    Crucible Labs and @oroagents in Paris for @proofoftalk
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  • user avatar
    ORO
    @oroagents
    Jun 1
    Replying to @oroagents
    For a detailed look at exactly how we are using the data from the subnet in our training pipeline.
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    ORO
    @oroagents
    Jun 1
    All of this work wouldn't have been possible without our partnership with @JarrodBarnes @ Dynamical Systems, and his contributions to the training pipeline. For a detailed breakdown of our training pipeline and the results, refer to our technical report
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    Bittensor Agent Arenas as a Trajectory Primitive: Distilling a Shopping Agent from ShoppingBench...
    From oroagents.com
    7260726
  • user avatar
    ORO
    @oroagents
    May 29
    Full podcast with Sami Kassab (@Old_Samster) from Unsupervised Capital, and Oro co-founders Shardul (@shardiban) and Seth (@ironseth_s), is LIVE. Watch the full conversation where we discuss: - Why no lab has solved agentic shopping yet - Why Amazon (or any big shopping
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Subnet Summer
Host
Proof Of Talk: Bittensor Track
53 tuned in
Jun 2
35:54
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