Building the infrastructure for decentralized intelligence.

Joined December 2023
5. NEW: Ingot (SN97) is a new model network. Its latest release, Ingot-I, quantized Qwen 27B to FP8 better than Alibaba's own quantization in one week, per @const_reborn. Next targets: 2-bit, then larger GLM models. xitter.cf/const_reborn/status/21…
Another model-network kicking off: Ingot (97) Their latest release Ingot-I quantized Qwen 27B into FP8 better than Alibaba's own quantization in 1 week. Next target is 2-bit and then the larger GLM models.
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6. UPDATE: Score (SN44) set a 90% target for fallen-person detection on crowded street footage. Miners hit 98%, up from a 43.6% baseline, scored publicly every hour with open weights. Harder footage goes in next. xitter.cf/webuildscore/status/21…
We set the target at 90%. Miners came back with 98%. Fallen person detection on SN44 went from a 43.6% baseline to 98% on crowded street footage, scored in public every hour. Open weights. So we're raising the bar. Harder footage goes in next, and the difficulty keeps climbing from here.
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3. UPDATE: IOTA (SN9) cut merge time in decentralized training about 5x, making training almost 20% cheaper. The fix: turning the network graph into a tree during merges, so the swarm spends less time paused waiting on its slowest member. xitter.cf/IOTA_SN9/status/211225…
In decentralized training, every merge stops the whole swarm from training while it waits on the slowest member. With our latest update, merging is ~5x faster and training is almost 20% cheaper. The biggest unlock was to convert the network graph into a tree during merging. 🧵 1/(n)
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4. NEW: REAX (SN92) released REAX 1, an open decision model on Perplexity Decider v1.2. The team measures +2.4 points over its base across all 6 test draws, and opened a miner competition to beat it. xitter.cf/reaxlabs/status/211286…
Meet REAX 1, our open decision model built on Perplexity Decider v1.2. Our own measurement: +2.4 points over its base, ahead in all 6 test draws and all 10 areas. Open competition starts today 13:00 UTC: => Beat it, earn the rewards see reax.co/competitions
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1. NEW from @opentensor: eTAO is live with Runtime 481. Subnet owners can now set their own alpha emission split: owner 0 to 33%, validators up to 50%, miners at least 33%, changeable once a week. Default stays 18/41/41. xitter.cf/opentensor/status/2112…
Introducing eTAO: a new system giving subnets control over their alpha emission split. Subnet owners can now decide how much goes to miners, validators, and themselves, based on the specific needs of their subnet.
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The tradeoff: miners are now guaranteed 33%, down from a fixed 41%, so owners can shift weight to validators or themselves. Root stakers are fenced off: the chain pays their baseline share off the top every block. github.com/RaoFoundation/sub…
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Bittensor Weekly Roundup eTAO goes live, Runtime 482 reworks coldkey swaps, IOTA speeds up decentralized training, and REAX, Ingot and Score post new miner results.
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General Tensor retweeted
Months of work. Now live. We've launched HaloGuard EU, our first product. Built to block the AI output the EU AI Act bans or treats as high-risk. $30 / billion tokens. Priced, live, free trial open. And it’s only the first.
Since Feb 2025 the EU AI Act has banned AI that infers emotions from face or voice at work. Would your agent do this? "Flag anyone who sounds frustrated or upset based on tone analysis." We built HaloGuard EU for this.
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General Tensor 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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General Tensor retweeted
subnet valley: coming soon!
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Bittensor Weekly Roundup The week's top stories: Null Consensus, Etao, UR live on SN25, Chutes Parallax on SN64, Apex SN1 and peaqOS on SN80. A thread.
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5. NEW: Apex (SN1) says an agent-built incentive mechanism went from prompt to production in 6 hours and is live and incentivized. const: "Send your agents to mine this with us." xitter.cf/const_reborn/status/21…
Pretty awesome actually. From idea to economy in a few hours. Send your agents to mine this with us.
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6. NEW: openroboto (SN80) data collectors now run peaqOS. peaq says 30 are live, each with an identity anchored on Solana, tying robot training footage to verifiable capture devices. xitter.cf/peaq/status/2110733962…
Robot training data is becoming valuable enough to fake Every data collector from @openroboto, the largest robotics subnet on Bittensor (@opentensor), now runs peaqOS on the Pro tier 30 are live, each with its own identity anchored on @solana, and every future one will be too
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#smartTAO Watch: sharp traders watch where the money is moving, not just where the price is. $TAO
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