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NewsOfficialXOct 31, 2026, 08:32 UTC

Publicly fixing sampling noise so untrusted miners can feed a real RL loop & verifying every eval on-subnet

About SN81 Reliquary

Reliquary | Bittensor SN81 τ@reliquary_ai

Publicly fixing sampling noise so untrusted miners can feed a real RL loop & verifying every eval on-subnet

Quoting @romai__

100 steps of fully decentralized RL on Reliquary. Rollouts from untrusted miners on 12+ GPU models. That usually breaks RL: we fix the sampling noise publicly, so the trainer knows exactly what the model would have sampled. Every eval sample verified on-subnet. bittensor:native

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SN81 Reliquary at a glance

SN81, Reliquary (α token ᚠ), is one of the independent markets on the Bittensor network, each with its own α token and its own price. Its α currently trades at 0.004910 τ (≈ $1.16), against 16,081 τ of pool liquidity. On-chain, the best-delegated validator on it yields about 68.07% APR (simple) and 97.53% APY (compounded), emissions add 0.000010 τ to the pool each block, epochs run every 360 blocks. It was registered at block #5,203,057.

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Taosis indexes announcements, articles, posts and releases about Bittensor subnets from their own channels and keeps a record of each. The text above is the source’s; the figures are read from the chain by Taosis.