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  <id>https://taopedia.org/wiki/category/Validation/atom.xml</id>
  <title>Taopedia - Validation articles</title>
  <subtitle>Recently updated Taopedia articles in the Validation topic.</subtitle>
  <link rel="alternate" href="https://taopedia.org/wiki/category/Validation/" />
  <link rel="self" type="application/atom+xml" href="https://taopedia.org/wiki/category/Validation/atom.xml" />
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  <updated>2026-06-30T17:51:40.000Z</updated>
  <author><name>Taopedia</name></author>
  <entry>
    <id>https://taopedia.org/wiki/childkey_take/</id>
    <title>Childkey Take</title>
    <link rel="alternate" href="https://taopedia.org/wiki/childkey_take/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/childkey_take.png" />
    <updated>2026-06-30T17:51:40.000Z</updated>
    <published>2026-06-28T18:14:58.000Z</published>
    <summary>How childkey take describes the subnet-specific share of dividends a child hotkey keeps when it validates on behalf of a parent hotkey.</summary>
    <category term="Staking" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/invalid_reveal_commit_hash_not_match/</id>
    <title>Invalid Reveal Commit Hash Not Match</title>
    <link rel="alternate" href="https://taopedia.org/wiki/invalid_reveal_commit_hash_not_match/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/invalid_reveal_commit_hash_not_match.png" />
    <updated>2026-06-30T17:38:43.000Z</updated>
    <published>2026-06-30T17:38:43.000Z</published>
    <summary>How the InvalidRevealCommitHashNotMatch error signals that a reveal_weights call submitted a hash the runtime could not pair with any non-expired committed hash for the caller.</summary>
    <category term="Validation" />
    <category term="Errors" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/invalid_ip_type/</id>
    <title>Invalid IP Type</title>
    <link rel="alternate" href="https://taopedia.org/wiki/invalid_ip_type/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/invalid_ip_type.png" />
    <updated>2026-06-30T17:34:22.000Z</updated>
    <published>2026-06-30T17:34:22.000Z</published>
    <summary>How the InvalidIpType error signals that a serve_axon or serve_prometheus call used an IP version other than IPv4 or IPv6.</summary>
    <category term="Validation" />
    <category term="Errors" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/validator_trust/</id>
    <title>Validator Trust</title>
    <link rel="alternate" href="https://taopedia.org/wiki/validator_trust/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/validator_trust.png" />
    <updated>2026-06-30T17:31:27.000Z</updated>
    <published>2026-06-01T08:45:40.000Z</published>
    <summary>How Bittensor uses validator trust to describe validator influence after consensus clipping.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/invalid_port/</id>
    <title>Invalid Port</title>
    <link rel="alternate" href="https://taopedia.org/wiki/invalid_port/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/invalid_port.png" />
    <updated>2026-06-30T17:26:05.000Z</updated>
    <published>2026-06-30T17:26:05.000Z</published>
    <summary>How the InvalidPort error signals that a serve_axon or serve_prometheus call submitted a port value the runtime rejects as not a usable network port.</summary>
    <category term="Validation" />
    <category term="Errors" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/child_hotkeys/</id>
    <title>Child Hotkeys</title>
    <link rel="alternate" href="https://taopedia.org/wiki/child_hotkeys/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/child_hotkeys.png" />
    <updated>2026-06-30T16:57:01.000Z</updated>
    <published>2026-06-10T07:53:22.000Z</published>
    <summary>How a Bittensor delegate validator authorizes child hotkeys to validate on its behalf in a selected subnet, and how child take works.</summary>
    <category term="Staking" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/uid_vec_contain_invalid_one/</id>
    <title>UID Vec Contain Invalid One</title>
    <link rel="alternate" href="https://taopedia.org/wiki/uid_vec_contain_invalid_one/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/uid_vec_contain_invalid_one.png" />
    <updated>2026-06-30T16:54:38.000Z</updated>
    <published>2026-06-30T16:54:38.000Z</published>
    <summary>How the UidVecContainInvalidOne error signals that a set_weights submission named at least one UID that does not exist on the target subnet.</summary>
    <category term="Validation" />
    <category term="Errors" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/duplicate_uids/</id>
    <title>Duplicate Uids</title>
    <link rel="alternate" href="https://taopedia.org/wiki/duplicate_uids/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/duplicate_uids.png" />
    <updated>2026-06-30T16:49:08.000Z</updated>
    <published>2026-06-30T16:49:08.000Z</published>
    <summary>How the DuplicateUids error signals that a set_weights call repeated the same UID more than once in its uid list.</summary>
    <category term="Validation" />
    <category term="Errors" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/weight_vec_not_equal_size/</id>
    <title>Weight Vec Not Equal Size</title>
    <link rel="alternate" href="https://taopedia.org/wiki/weight_vec_not_equal_size/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/weight_vec_not_equal_size.png" />
    <updated>2026-06-30T16:43:22.000Z</updated>
    <published>2026-06-30T16:43:22.000Z</published>
    <summary>How the WeightVecNotEqualSize error signals that a set_weights call&apos;s uid list and value list did not have matching lengths.</summary>
    <category term="Validation" />
    <category term="Errors" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/validator_weights/</id>
    <title>Validator Weights</title>
    <link rel="alternate" href="https://taopedia.org/wiki/validator_weights/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/validator_weights.png" />
    <updated>2026-06-30T16:11:43.000Z</updated>
    <published>2026-05-31T06:15:46.000Z</published>
    <summary>How validator weights express subnet miner evaluations before Yuma Consensus filters and aggregates them.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/weight_matrix/</id>
    <title>Weight Matrix</title>
    <link rel="alternate" href="https://taopedia.org/wiki/weight_matrix/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/weight_matrix.png" />
    <updated>2026-06-30T15:33:32.000Z</updated>
    <published>2026-06-01T08:39:21.000Z</published>
    <summary>How Bittensor groups validator weight vectors as structured input for Yuma Consensus.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/max_validators/</id>
    <title>Max Validators</title>
    <link rel="alternate" href="https://taopedia.org/wiki/max_validators/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/max_validators.png" />
    <updated>2026-06-30T13:38:10.000Z</updated>
    <published>2026-06-22T21:37:32.000Z</published>
    <summary>How the max validators subnet hyperparameter caps how many validators a subnet allows, which bounds how many validator permits it issues.</summary>
    <category term="Subnets" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/validator_permit/</id>
    <title>Validator Permit</title>
    <link rel="alternate" href="https://taopedia.org/wiki/validator_permit/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/validator_permit.png" />
    <updated>2026-06-30T12:41:44.000Z</updated>
    <published>2026-06-01T14:50:55.000Z</published>
    <summary>How a validator permit marks validation rights inside a Bittensor subnet.</summary>
    <category term="Validation" />
    <category term="Staking" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/weight_copying/</id>
    <title>Weight Copying</title>
    <link rel="alternate" href="https://taopedia.org/wiki/weight_copying/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/weight_copying.png" />
    <updated>2026-06-30T12:29:19.000Z</updated>
    <published>2026-06-01T06:26:07.000Z</published>
    <summary>How copied validator weight information weakens independent miner evaluation in Bittensor consensus.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subnet_scoring_model/</id>
    <title>Subnet Scoring Model</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subnet_scoring_model/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subnet_scoring_model.png" />
    <updated>2026-06-30T12:06:06.000Z</updated>
    <published>2026-06-01T11:50:58.000Z</published>
    <summary>How a subnet scoring model defines validator evaluation of miner responses inside a Bittensor subnet.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/liquid_alpha/</id>
    <title>Liquid Alpha</title>
    <link rel="alternate" href="https://taopedia.org/wiki/liquid_alpha/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/liquid_alpha.png" />
    <updated>2026-06-30T11:23:54.000Z</updated>
    <published>2026-06-10T16:56:05.000Z</published>
    <summary>How liquid alpha varies validator-miner bond EMA smoothing by pair within consensus-based weights.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/validator_deregistration/</id>
    <title>Validator Deregistration</title>
    <link rel="alternate" href="https://taopedia.org/wiki/validator_deregistration/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/validator_deregistration.png" />
    <updated>2026-06-30T11:20:57.000Z</updated>
    <published>2026-06-18T20:47:04.000Z</published>
    <summary>How validator deregistration removes a low-performing Bittensor subnet validator from a UID slot when subnet capacity and registration rules require replacement.</summary>
    <category term="Subnets" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subnet_validator/</id>
    <title>Subnet Validator</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subnet_validator/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subnet_validator.png" />
    <updated>2026-06-30T07:47:31.000Z</updated>
    <published>2026-06-01T11:01:25.000Z</published>
    <summary>How a subnet validator evaluates miner work inside a Bittensor subnet.</summary>
    <category term="Subnets" />
    <category term="Validation" />
    <category term="Mining" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subnet_miner/</id>
    <title>Subnet Miner</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subnet_miner/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subnet_miner.png" />
    <updated>2026-06-30T07:25:23.000Z</updated>
    <published>2026-06-01T10:51:46.000Z</published>
    <summary>How a subnet miner performs the work a Bittensor subnet asks validators to evaluate.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/consensus_score/</id>
    <title>Consensus Score</title>
    <link rel="alternate" href="https://taopedia.org/wiki/consensus_score/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/consensus_score.png" />
    <updated>2026-06-30T07:02:42.000Z</updated>
    <published>2026-06-01T08:26:41.000Z</published>
    <summary>How Yuma Consensus uses a consensus score to filter outlier validator weights before final rank results.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subjective_evaluation/</id>
    <title>Subjective Evaluation</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subjective_evaluation/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subjective_evaluation.png" />
    <updated>2026-06-30T06:58:09.000Z</updated>
    <published>2026-06-23T10:53:25.000Z</published>
    <summary>How Bittensor scores work that has no single objective answer by treating stake-weighted validator consensus as the accepted standard of quality.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/commit_reveal/</id>
    <title>Commit Reveal</title>
    <link rel="alternate" href="https://taopedia.org/wiki/commit_reveal/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/commit_reveal.png" />
    <updated>2026-06-30T06:48:42.000Z</updated>
    <published>2026-05-31T04:54:50.000Z</published>
    <summary>How Commit Reveal delays visibility of validator weight signals so recently produced weights are less useful for copying.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/stake_threshold/</id>
    <title>Stake Threshold</title>
    <link rel="alternate" href="https://taopedia.org/wiki/stake_threshold/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/stake_threshold.png" />
    <updated>2026-06-30T04:08:32.000Z</updated>
    <published>2026-06-29T15:34:07.000Z</published>
    <summary>How the global stake threshold root parameter sets the minimum stake weight a neuron needs before it can be considered for a validator permit during the epoch.</summary>
    <category term="Subnets" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/bonds_reset_enabled/</id>
    <title>Bonds Reset Enabled</title>
    <link rel="alternate" href="https://taopedia.org/wiki/bonds_reset_enabled/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/bonds_reset_enabled.png" />
    <updated>2026-06-30T01:42:20.000Z</updated>
    <published>2026-06-29T15:57:51.000Z</published>
    <summary>How the bonds reset enabled subnet hyperparameter decides whether validator-miner bonds for a hotkey can be cleared, with resets triggered through metadata commitment.</summary>
    <category term="Subnets" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/child_hotkey/</id>
    <title>Child Hotkey</title>
    <link rel="alternate" href="https://taopedia.org/wiki/child_hotkey/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/child_hotkey.png" />
    <updated>2026-06-29T23:53:54.000Z</updated>
    <published>2026-06-29T18:31:19.000Z</published>
    <summary>How a child hotkey lets a parent hotkey re-delegate stake so the child validates on the parent&apos;s behalf on a subnet, without transferring ownership.</summary>
    <category term="Staking" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subnet_creator/</id>
    <title>Subnet Creator</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subnet_creator/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subnet_creator.png" />
    <updated>2026-06-29T23:29:01.000Z</updated>
    <published>2026-06-01T12:28:53.000Z</published>
    <summary>How a subnet creator defines the work and evaluation context for a Bittensor subnet.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/off_chain_validation_systems/</id>
    <title>Off-Chain Validation Systems</title>
    <link rel="alternate" href="https://taopedia.org/wiki/off_chain_validation_systems/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/off_chain_validation_systems.png" />
    <updated>2026-06-29T23:05:52.000Z</updated>
    <published>2026-06-12T01:42:25.000Z</published>
    <summary>How off-chain validation systems describe subnet-specific miner evaluation before Bittensor consensus uses validator weight signals.</summary>
    <category term="Validation" />
    <category term="Subnets" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/digital_commodities/</id>
    <title>Digital Commodities</title>
    <link rel="alternate" href="https://taopedia.org/wiki/digital_commodities/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/digital_commodities.png" />
    <updated>2026-06-29T21:53:26.000Z</updated>
    <published>2026-06-01T07:45:31.000Z</published>
    <summary>How Bittensor subnets define useful digital work for miners to produce and validators to evaluate.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subnet_protocol/</id>
    <title>Subnet Protocol</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subnet_protocol/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subnet_protocol.png" />
    <updated>2026-06-29T21:48:35.000Z</updated>
    <published>2026-06-01T10:35:29.000Z</published>
    <summary>How a subnet protocol defines the interaction rules between miners and validators.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/root_validator/</id>
    <title>Root Validator</title>
    <link rel="alternate" href="https://taopedia.org/wiki/root_validator/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/root_validator.png" />
    <updated>2026-06-29T21:02:52.000Z</updated>
    <published>2026-06-19T12:47:07.000Z</published>
    <summary>How a root validator names the validator role on the Root Subnet, where TAO stake is not tied to one mining subnet.</summary>
    <category term="Validation" />
    <category term="Subnets" />
    <category term="Staking" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/vpermit/</id>
    <title>VPermit</title>
    <link rel="alternate" href="https://taopedia.org/wiki/vpermit/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/vpermit.png" />
    <updated>2026-06-29T20:58:46.000Z</updated>
    <published>2026-06-01T15:04:10.000Z</published>
    <summary>How VPermit represents the subnets where a delegate is authorized to validate.</summary>
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subnet/</id>
    <title>Subnet</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subnet/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subnet.png" />
    <updated>2026-06-29T20:57:50.000Z</updated>
    <published>2026-06-01T16:01:04.000Z</published>
    <summary>How a Bittensor subnet organizes a specialized market for digital work, miner production, and validator evaluation.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/dendrite/</id>
    <title>Dendrite</title>
    <link rel="alternate" href="https://taopedia.org/wiki/dendrite/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/dendrite.png" />
    <updated>2026-06-29T20:34:28.000Z</updated>
    <published>2026-06-01T16:48:35.000Z</published>
    <summary>How dendrite names the client-side request component used with axons in Bittensor subnet communication.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/synapse/</id>
    <title>Synapse</title>
    <link rel="alternate" href="https://taopedia.org/wiki/synapse/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/synapse.png" />
    <updated>2026-06-29T20:32:31.000Z</updated>
    <published>2026-06-01T17:05:14.000Z</published>
    <summary>How synapse names the structured message object exchanged through Bittensor subnet communication.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/axon/</id>
    <title>Axon</title>
    <link rel="alternate" href="https://taopedia.org/wiki/axon/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/axon.png" />
    <updated>2026-06-29T20:24:59.000Z</updated>
    <published>2026-06-01T16:55:13.000Z</published>
    <summary>How axon names the server-side endpoint in Bittensor subnet request and response communication.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/subnet_task/</id>
    <title>Subnet Task</title>
    <link rel="alternate" href="https://taopedia.org/wiki/subnet_task/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/subnet_task.png" />
    <updated>2026-06-29T20:22:54.000Z</updated>
    <published>2026-06-01T10:11:06.000Z</published>
    <summary>How a subnet task defines the work miners produce and validators evaluate in Bittensor.</summary>
    <category term="Subnets" />
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/trust/</id>
    <title>Trust</title>
    <link rel="alternate" href="https://taopedia.org/wiki/trust/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/trust.png" />
    <updated>2026-06-29T19:41:02.000Z</updated>
    <published>2026-06-01T09:14:40.000Z</published>
    <summary>How Bittensor uses trust to describe miner-side support after consensus clipping.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/consensus_based_weights/</id>
    <title>Consensus-Based Weights</title>
    <link rel="alternate" href="https://taopedia.org/wiki/consensus_based_weights/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/consensus_based_weights.png" />
    <updated>2026-06-29T19:27:47.000Z</updated>
    <published>2026-06-01T07:05:28.000Z</published>
    <summary>How liquid alpha adjusts Bittensor validator-miner bond smoothing according to consensus alignment.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/validator_registration/</id>
    <title>Validator Registration</title>
    <link rel="alternate" href="https://taopedia.org/wiki/validator_registration/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/validator_registration.png" />
    <updated>2026-06-29T14:51:56.000Z</updated>
    <published>2026-06-18T21:14:17.000Z</published>
    <summary>How validator registration names the process that gives a Bittensor subnet validator a UID slot after registering a hotkey with that subnet.</summary>
    <category term="Subnets" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/weight_vector/</id>
    <title>Weight Vector</title>
    <link rel="alternate" href="https://taopedia.org/wiki/weight_vector/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/weight_vector.png" />
    <updated>2026-06-29T12:57:31.000Z</updated>
    <published>2026-06-01T11:25:05.000Z</published>
    <summary>How a weight vector represents one validator&apos;s miner evaluations before subnet consensus.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/blockchain_validator_vs_subnet_validator/</id>
    <title>Blockchain Validator vs Subnet Validator</title>
    <link rel="alternate" href="https://taopedia.org/wiki/blockchain_validator_vs_subnet_validator/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/blockchain_validator_vs_subnet_validator.png" />
    <updated>2026-06-28T13:43:03.000Z</updated>
    <published>2026-06-01T16:29:29.000Z</published>
    <summary>How Bittensor distinguishes network-level blockchain validators from subnet-level validators.</summary>
    <category term="Validation" />
    <category term="Subnets" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/mining_and_validating/</id>
    <title>Mining and Validating in Bittensor</title>
    <link rel="alternate" href="https://taopedia.org/wiki/mining_and_validating/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/mining_and_validating.png" />
    <updated>2026-06-28T12:22:55.000Z</updated>
    <published>2025-10-08T23:02:21.000Z</published>
    <summary>A factual overview of how miners produce subnet work, validators evaluate that work, and consensus turns validator signals into subnet emissions.</summary>
    <category term="Mining" />
    <category term="Validation" />
  </entry>
  <entry>
    <id>https://taopedia.org/wiki/yuma_consensus_3/</id>
    <title>Yuma Consensus 3</title>
    <link rel="alternate" href="https://taopedia.org/wiki/yuma_consensus_3/" />
    <link rel="enclosure" type="image/png" href="https://taopedia.org/og/yuma_consensus_3.png" />
    <updated>2026-06-27T21:30:55.000Z</updated>
    <published>2026-06-01T07:46:10.000Z</published>
    <summary>How Yuma Consensus 3 refines Bittensor validator-miner bonding so earlier, independent evaluations can be reflected more fairly.</summary>
    <category term="Consensus" />
    <category term="Validation" />
  </entry>
</feed>
