{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Taopedia - Validation articles",
  "home_page_url": "https://taopedia.org/wiki/category/Validation/",
  "feed_url": "https://taopedia.org/wiki/category/Validation/feed.json",
  "description": "Recently updated Taopedia articles in the Validation topic.",
  "icon": "https://taopedia.org/apple-touch-icon.png",
  "favicon": "https://taopedia.org/favicon-32x32.png",
  "language": "en",
  "authors": [
    {
      "name": "Taopedia"
    }
  ],
  "items": [
    {
      "id": "https://taopedia.org/wiki/childkey_take/",
      "url": "https://taopedia.org/wiki/childkey_take/",
      "title": "Childkey Take",
      "content_text": "How childkey take describes the subnet-specific share of dividends a child hotkey keeps when it validates on behalf of a parent hotkey.",
      "summary": "How childkey take describes the subnet-specific share of dividends a child hotkey keeps when it validates on behalf of a parent hotkey.",
      "image": "https://taopedia.org/og/childkey_take.png",
      "date_published": "2026-06-28T18:14:58.000Z",
      "date_modified": "2026-06-30T17:51:40.000Z",
      "tags": [
        "Staking",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/invalid_reveal_commit_hash_not_match/",
      "url": "https://taopedia.org/wiki/invalid_reveal_commit_hash_not_match/",
      "title": "Invalid Reveal Commit Hash Not Match",
      "content_text": "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": "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.",
      "image": "https://taopedia.org/og/invalid_reveal_commit_hash_not_match.png",
      "date_published": "2026-06-30T17:38:43.000Z",
      "date_modified": "2026-06-30T17:38:43.000Z",
      "tags": [
        "Validation",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/invalid_ip_type/",
      "url": "https://taopedia.org/wiki/invalid_ip_type/",
      "title": "Invalid IP Type",
      "content_text": "How the InvalidIpType error signals that a serve_axon or serve_prometheus call used an IP version other than IPv4 or IPv6.",
      "summary": "How the InvalidIpType error signals that a serve_axon or serve_prometheus call used an IP version other than IPv4 or IPv6.",
      "image": "https://taopedia.org/og/invalid_ip_type.png",
      "date_published": "2026-06-30T17:34:22.000Z",
      "date_modified": "2026-06-30T17:34:22.000Z",
      "tags": [
        "Validation",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/validator_trust/",
      "url": "https://taopedia.org/wiki/validator_trust/",
      "title": "Validator Trust",
      "content_text": "How Bittensor uses validator trust to describe validator influence after consensus clipping.",
      "summary": "How Bittensor uses validator trust to describe validator influence after consensus clipping.",
      "image": "https://taopedia.org/og/validator_trust.png",
      "date_published": "2026-06-01T08:45:40.000Z",
      "date_modified": "2026-06-30T17:31:27.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/invalid_port/",
      "url": "https://taopedia.org/wiki/invalid_port/",
      "title": "Invalid Port",
      "content_text": "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": "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.",
      "image": "https://taopedia.org/og/invalid_port.png",
      "date_published": "2026-06-30T17:26:05.000Z",
      "date_modified": "2026-06-30T17:26:05.000Z",
      "tags": [
        "Validation",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/child_hotkeys/",
      "url": "https://taopedia.org/wiki/child_hotkeys/",
      "title": "Child Hotkeys",
      "content_text": "How a Bittensor delegate validator authorizes child hotkeys to validate on its behalf in a selected subnet, and how child take works.",
      "summary": "How a Bittensor delegate validator authorizes child hotkeys to validate on its behalf in a selected subnet, and how child take works.",
      "image": "https://taopedia.org/og/child_hotkeys.png",
      "date_published": "2026-06-10T07:53:22.000Z",
      "date_modified": "2026-06-30T16:57:01.000Z",
      "tags": [
        "Staking",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/uid_vec_contain_invalid_one/",
      "url": "https://taopedia.org/wiki/uid_vec_contain_invalid_one/",
      "title": "UID Vec Contain Invalid One",
      "content_text": "How the UidVecContainInvalidOne error signals that a set_weights submission named at least one UID that does not exist on the target subnet.",
      "summary": "How the UidVecContainInvalidOne error signals that a set_weights submission named at least one UID that does not exist on the target subnet.",
      "image": "https://taopedia.org/og/uid_vec_contain_invalid_one.png",
      "date_published": "2026-06-30T16:54:38.000Z",
      "date_modified": "2026-06-30T16:54:38.000Z",
      "tags": [
        "Validation",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/duplicate_uids/",
      "url": "https://taopedia.org/wiki/duplicate_uids/",
      "title": "Duplicate Uids",
      "content_text": "How the DuplicateUids error signals that a set_weights call repeated the same UID more than once in its uid list.",
      "summary": "How the DuplicateUids error signals that a set_weights call repeated the same UID more than once in its uid list.",
      "image": "https://taopedia.org/og/duplicate_uids.png",
      "date_published": "2026-06-30T16:49:08.000Z",
      "date_modified": "2026-06-30T16:49:08.000Z",
      "tags": [
        "Validation",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/weight_vec_not_equal_size/",
      "url": "https://taopedia.org/wiki/weight_vec_not_equal_size/",
      "title": "Weight Vec Not Equal Size",
      "content_text": "How the WeightVecNotEqualSize error signals that a set_weights call's uid list and value list did not have matching lengths.",
      "summary": "How the WeightVecNotEqualSize error signals that a set_weights call's uid list and value list did not have matching lengths.",
      "image": "https://taopedia.org/og/weight_vec_not_equal_size.png",
      "date_published": "2026-06-30T16:43:22.000Z",
      "date_modified": "2026-06-30T16:43:22.000Z",
      "tags": [
        "Validation",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/validator_weights/",
      "url": "https://taopedia.org/wiki/validator_weights/",
      "title": "Validator Weights",
      "content_text": "How validator weights express subnet miner evaluations before Yuma Consensus filters and aggregates them.",
      "summary": "How validator weights express subnet miner evaluations before Yuma Consensus filters and aggregates them.",
      "image": "https://taopedia.org/og/validator_weights.png",
      "date_published": "2026-05-31T06:15:46.000Z",
      "date_modified": "2026-06-30T16:11:43.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/weight_matrix/",
      "url": "https://taopedia.org/wiki/weight_matrix/",
      "title": "Weight Matrix",
      "content_text": "How Bittensor groups validator weight vectors as structured input for Yuma Consensus.",
      "summary": "How Bittensor groups validator weight vectors as structured input for Yuma Consensus.",
      "image": "https://taopedia.org/og/weight_matrix.png",
      "date_published": "2026-06-01T08:39:21.000Z",
      "date_modified": "2026-06-30T15:33:32.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/max_validators/",
      "url": "https://taopedia.org/wiki/max_validators/",
      "title": "Max Validators",
      "content_text": "How the max validators subnet hyperparameter caps how many validators a subnet allows, which bounds how many validator permits it issues.",
      "summary": "How the max validators subnet hyperparameter caps how many validators a subnet allows, which bounds how many validator permits it issues.",
      "image": "https://taopedia.org/og/max_validators.png",
      "date_published": "2026-06-22T21:37:32.000Z",
      "date_modified": "2026-06-30T13:38:10.000Z",
      "tags": [
        "Subnets",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/validator_permit/",
      "url": "https://taopedia.org/wiki/validator_permit/",
      "title": "Validator Permit",
      "content_text": "How a validator permit marks validation rights inside a Bittensor subnet.",
      "summary": "How a validator permit marks validation rights inside a Bittensor subnet.",
      "image": "https://taopedia.org/og/validator_permit.png",
      "date_published": "2026-06-01T14:50:55.000Z",
      "date_modified": "2026-06-30T12:41:44.000Z",
      "tags": [
        "Validation",
        "Staking"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/weight_copying/",
      "url": "https://taopedia.org/wiki/weight_copying/",
      "title": "Weight Copying",
      "content_text": "How copied validator weight information weakens independent miner evaluation in Bittensor consensus.",
      "summary": "How copied validator weight information weakens independent miner evaluation in Bittensor consensus.",
      "image": "https://taopedia.org/og/weight_copying.png",
      "date_published": "2026-06-01T06:26:07.000Z",
      "date_modified": "2026-06-30T12:29:19.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet_scoring_model/",
      "url": "https://taopedia.org/wiki/subnet_scoring_model/",
      "title": "Subnet Scoring Model",
      "content_text": "How a subnet scoring model defines validator evaluation of miner responses inside a Bittensor subnet.",
      "summary": "How a subnet scoring model defines validator evaluation of miner responses inside a Bittensor subnet.",
      "image": "https://taopedia.org/og/subnet_scoring_model.png",
      "date_published": "2026-06-01T11:50:58.000Z",
      "date_modified": "2026-06-30T12:06:06.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/liquid_alpha/",
      "url": "https://taopedia.org/wiki/liquid_alpha/",
      "title": "Liquid Alpha",
      "content_text": "How liquid alpha varies validator-miner bond EMA smoothing by pair within consensus-based weights.",
      "summary": "How liquid alpha varies validator-miner bond EMA smoothing by pair within consensus-based weights.",
      "image": "https://taopedia.org/og/liquid_alpha.png",
      "date_published": "2026-06-10T16:56:05.000Z",
      "date_modified": "2026-06-30T11:23:54.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/validator_deregistration/",
      "url": "https://taopedia.org/wiki/validator_deregistration/",
      "title": "Validator Deregistration",
      "content_text": "How validator deregistration removes a low-performing Bittensor subnet validator from a UID slot when subnet capacity and registration rules require replacement.",
      "summary": "How validator deregistration removes a low-performing Bittensor subnet validator from a UID slot when subnet capacity and registration rules require replacement.",
      "image": "https://taopedia.org/og/validator_deregistration.png",
      "date_published": "2026-06-18T20:47:04.000Z",
      "date_modified": "2026-06-30T11:20:57.000Z",
      "tags": [
        "Subnets",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet_validator/",
      "url": "https://taopedia.org/wiki/subnet_validator/",
      "title": "Subnet Validator",
      "content_text": "How a subnet validator evaluates miner work inside a Bittensor subnet.",
      "summary": "How a subnet validator evaluates miner work inside a Bittensor subnet.",
      "image": "https://taopedia.org/og/subnet_validator.png",
      "date_published": "2026-06-01T11:01:25.000Z",
      "date_modified": "2026-06-30T07:47:31.000Z",
      "tags": [
        "Subnets",
        "Validation",
        "Mining"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet_miner/",
      "url": "https://taopedia.org/wiki/subnet_miner/",
      "title": "Subnet Miner",
      "content_text": "How a subnet miner performs the work a Bittensor subnet asks validators to evaluate.",
      "summary": "How a subnet miner performs the work a Bittensor subnet asks validators to evaluate.",
      "image": "https://taopedia.org/og/subnet_miner.png",
      "date_published": "2026-06-01T10:51:46.000Z",
      "date_modified": "2026-06-30T07:25:23.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/consensus_score/",
      "url": "https://taopedia.org/wiki/consensus_score/",
      "title": "Consensus Score",
      "content_text": "How Yuma Consensus uses a consensus score to filter outlier validator weights before final rank results.",
      "summary": "How Yuma Consensus uses a consensus score to filter outlier validator weights before final rank results.",
      "image": "https://taopedia.org/og/consensus_score.png",
      "date_published": "2026-06-01T08:26:41.000Z",
      "date_modified": "2026-06-30T07:02:42.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subjective_evaluation/",
      "url": "https://taopedia.org/wiki/subjective_evaluation/",
      "title": "Subjective Evaluation",
      "content_text": "How Bittensor scores work that has no single objective answer by treating stake-weighted validator consensus as the accepted standard of quality.",
      "summary": "How Bittensor scores work that has no single objective answer by treating stake-weighted validator consensus as the accepted standard of quality.",
      "image": "https://taopedia.org/og/subjective_evaluation.png",
      "date_published": "2026-06-23T10:53:25.000Z",
      "date_modified": "2026-06-30T06:58:09.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/commit_reveal/",
      "url": "https://taopedia.org/wiki/commit_reveal/",
      "title": "Commit Reveal",
      "content_text": "How Commit Reveal delays visibility of validator weight signals so recently produced weights are less useful for copying.",
      "summary": "How Commit Reveal delays visibility of validator weight signals so recently produced weights are less useful for copying.",
      "image": "https://taopedia.org/og/commit_reveal.png",
      "date_published": "2026-05-31T04:54:50.000Z",
      "date_modified": "2026-06-30T06:48:42.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/stake_threshold/",
      "url": "https://taopedia.org/wiki/stake_threshold/",
      "title": "Stake Threshold",
      "content_text": "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": "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.",
      "image": "https://taopedia.org/og/stake_threshold.png",
      "date_published": "2026-06-29T15:34:07.000Z",
      "date_modified": "2026-06-30T04:08:32.000Z",
      "tags": [
        "Subnets",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/bonds_reset_enabled/",
      "url": "https://taopedia.org/wiki/bonds_reset_enabled/",
      "title": "Bonds Reset Enabled",
      "content_text": "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": "How the bonds reset enabled subnet hyperparameter decides whether validator-miner bonds for a hotkey can be cleared, with resets triggered through metadata commitment.",
      "image": "https://taopedia.org/og/bonds_reset_enabled.png",
      "date_published": "2026-06-29T15:57:51.000Z",
      "date_modified": "2026-06-30T01:42:20.000Z",
      "tags": [
        "Subnets",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/child_hotkey/",
      "url": "https://taopedia.org/wiki/child_hotkey/",
      "title": "Child Hotkey",
      "content_text": "How a child hotkey lets a parent hotkey re-delegate stake so the child validates on the parent's behalf on a subnet, without transferring ownership.",
      "summary": "How a child hotkey lets a parent hotkey re-delegate stake so the child validates on the parent's behalf on a subnet, without transferring ownership.",
      "image": "https://taopedia.org/og/child_hotkey.png",
      "date_published": "2026-06-29T18:31:19.000Z",
      "date_modified": "2026-06-29T23:53:54.000Z",
      "tags": [
        "Staking",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet_creator/",
      "url": "https://taopedia.org/wiki/subnet_creator/",
      "title": "Subnet Creator",
      "content_text": "How a subnet creator defines the work and evaluation context for a Bittensor subnet.",
      "summary": "How a subnet creator defines the work and evaluation context for a Bittensor subnet.",
      "image": "https://taopedia.org/og/subnet_creator.png",
      "date_published": "2026-06-01T12:28:53.000Z",
      "date_modified": "2026-06-29T23:29:01.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/off_chain_validation_systems/",
      "url": "https://taopedia.org/wiki/off_chain_validation_systems/",
      "title": "Off-Chain Validation Systems",
      "content_text": "How off-chain validation systems describe subnet-specific miner evaluation before Bittensor consensus uses validator weight signals.",
      "summary": "How off-chain validation systems describe subnet-specific miner evaluation before Bittensor consensus uses validator weight signals.",
      "image": "https://taopedia.org/og/off_chain_validation_systems.png",
      "date_published": "2026-06-12T01:42:25.000Z",
      "date_modified": "2026-06-29T23:05:52.000Z",
      "tags": [
        "Validation",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/digital_commodities/",
      "url": "https://taopedia.org/wiki/digital_commodities/",
      "title": "Digital Commodities",
      "content_text": "How Bittensor subnets define useful digital work for miners to produce and validators to evaluate.",
      "summary": "How Bittensor subnets define useful digital work for miners to produce and validators to evaluate.",
      "image": "https://taopedia.org/og/digital_commodities.png",
      "date_published": "2026-06-01T07:45:31.000Z",
      "date_modified": "2026-06-29T21:53:26.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet_protocol/",
      "url": "https://taopedia.org/wiki/subnet_protocol/",
      "title": "Subnet Protocol",
      "content_text": "How a subnet protocol defines the interaction rules between miners and validators.",
      "summary": "How a subnet protocol defines the interaction rules between miners and validators.",
      "image": "https://taopedia.org/og/subnet_protocol.png",
      "date_published": "2026-06-01T10:35:29.000Z",
      "date_modified": "2026-06-29T21:48:35.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/root_validator/",
      "url": "https://taopedia.org/wiki/root_validator/",
      "title": "Root Validator",
      "content_text": "How a root validator names the validator role on the Root Subnet, where TAO stake is not tied to one mining subnet.",
      "summary": "How a root validator names the validator role on the Root Subnet, where TAO stake is not tied to one mining subnet.",
      "image": "https://taopedia.org/og/root_validator.png",
      "date_published": "2026-06-19T12:47:07.000Z",
      "date_modified": "2026-06-29T21:02:52.000Z",
      "tags": [
        "Validation",
        "Subnets",
        "Staking"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/vpermit/",
      "url": "https://taopedia.org/wiki/vpermit/",
      "title": "VPermit",
      "content_text": "How VPermit represents the subnets where a delegate is authorized to validate.",
      "summary": "How VPermit represents the subnets where a delegate is authorized to validate.",
      "image": "https://taopedia.org/og/vpermit.png",
      "date_published": "2026-06-01T15:04:10.000Z",
      "date_modified": "2026-06-29T20:58:46.000Z",
      "tags": [
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet/",
      "url": "https://taopedia.org/wiki/subnet/",
      "title": "Subnet",
      "content_text": "How a Bittensor subnet organizes a specialized market for digital work, miner production, and validator evaluation.",
      "summary": "How a Bittensor subnet organizes a specialized market for digital work, miner production, and validator evaluation.",
      "image": "https://taopedia.org/og/subnet.png",
      "date_published": "2026-06-01T16:01:04.000Z",
      "date_modified": "2026-06-29T20:57:50.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/dendrite/",
      "url": "https://taopedia.org/wiki/dendrite/",
      "title": "Dendrite",
      "content_text": "How dendrite names the client-side request component used with axons in Bittensor subnet communication.",
      "summary": "How dendrite names the client-side request component used with axons in Bittensor subnet communication.",
      "image": "https://taopedia.org/og/dendrite.png",
      "date_published": "2026-06-01T16:48:35.000Z",
      "date_modified": "2026-06-29T20:34:28.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/synapse/",
      "url": "https://taopedia.org/wiki/synapse/",
      "title": "Synapse",
      "content_text": "How synapse names the structured message object exchanged through Bittensor subnet communication.",
      "summary": "How synapse names the structured message object exchanged through Bittensor subnet communication.",
      "image": "https://taopedia.org/og/synapse.png",
      "date_published": "2026-06-01T17:05:14.000Z",
      "date_modified": "2026-06-29T20:32:31.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/axon/",
      "url": "https://taopedia.org/wiki/axon/",
      "title": "Axon",
      "content_text": "How axon names the server-side endpoint in Bittensor subnet request and response communication.",
      "summary": "How axon names the server-side endpoint in Bittensor subnet request and response communication.",
      "image": "https://taopedia.org/og/axon.png",
      "date_published": "2026-06-01T16:55:13.000Z",
      "date_modified": "2026-06-29T20:24:59.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet_task/",
      "url": "https://taopedia.org/wiki/subnet_task/",
      "title": "Subnet Task",
      "content_text": "How a subnet task defines the work miners produce and validators evaluate in Bittensor.",
      "summary": "How a subnet task defines the work miners produce and validators evaluate in Bittensor.",
      "image": "https://taopedia.org/og/subnet_task.png",
      "date_published": "2026-06-01T10:11:06.000Z",
      "date_modified": "2026-06-29T20:22:54.000Z",
      "tags": [
        "Subnets",
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/trust/",
      "url": "https://taopedia.org/wiki/trust/",
      "title": "Trust",
      "content_text": "How Bittensor uses trust to describe miner-side support after consensus clipping.",
      "summary": "How Bittensor uses trust to describe miner-side support after consensus clipping.",
      "image": "https://taopedia.org/og/trust.png",
      "date_published": "2026-06-01T09:14:40.000Z",
      "date_modified": "2026-06-29T19:41:02.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/consensus_based_weights/",
      "url": "https://taopedia.org/wiki/consensus_based_weights/",
      "title": "Consensus-Based Weights",
      "content_text": "How liquid alpha adjusts Bittensor validator-miner bond smoothing according to consensus alignment.",
      "summary": "How liquid alpha adjusts Bittensor validator-miner bond smoothing according to consensus alignment.",
      "image": "https://taopedia.org/og/consensus_based_weights.png",
      "date_published": "2026-06-01T07:05:28.000Z",
      "date_modified": "2026-06-29T19:27:47.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/validator_registration/",
      "url": "https://taopedia.org/wiki/validator_registration/",
      "title": "Validator Registration",
      "content_text": "How validator registration names the process that gives a Bittensor subnet validator a UID slot after registering a hotkey with that subnet.",
      "summary": "How validator registration names the process that gives a Bittensor subnet validator a UID slot after registering a hotkey with that subnet.",
      "image": "https://taopedia.org/og/validator_registration.png",
      "date_published": "2026-06-18T21:14:17.000Z",
      "date_modified": "2026-06-29T14:51:56.000Z",
      "tags": [
        "Subnets",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/weight_vector/",
      "url": "https://taopedia.org/wiki/weight_vector/",
      "title": "Weight Vector",
      "content_text": "How a weight vector represents one validator's miner evaluations before subnet consensus.",
      "summary": "How a weight vector represents one validator's miner evaluations before subnet consensus.",
      "image": "https://taopedia.org/og/weight_vector.png",
      "date_published": "2026-06-01T11:25:05.000Z",
      "date_modified": "2026-06-29T12:57:31.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/blockchain_validator_vs_subnet_validator/",
      "url": "https://taopedia.org/wiki/blockchain_validator_vs_subnet_validator/",
      "title": "Blockchain Validator vs Subnet Validator",
      "content_text": "How Bittensor distinguishes network-level blockchain validators from subnet-level validators.",
      "summary": "How Bittensor distinguishes network-level blockchain validators from subnet-level validators.",
      "image": "https://taopedia.org/og/blockchain_validator_vs_subnet_validator.png",
      "date_published": "2026-06-01T16:29:29.000Z",
      "date_modified": "2026-06-28T13:43:03.000Z",
      "tags": [
        "Validation",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/mining_and_validating/",
      "url": "https://taopedia.org/wiki/mining_and_validating/",
      "title": "Mining and Validating in Bittensor",
      "content_text": "A factual overview of how miners produce subnet work, validators evaluate that work, and consensus turns validator signals into subnet emissions.",
      "summary": "A factual overview of how miners produce subnet work, validators evaluate that work, and consensus turns validator signals into subnet emissions.",
      "image": "https://taopedia.org/og/mining_and_validating.png",
      "date_published": "2025-10-08T23:02:21.000Z",
      "date_modified": "2026-06-28T12:22:55.000Z",
      "tags": [
        "Mining",
        "Validation"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/yuma_consensus_3/",
      "url": "https://taopedia.org/wiki/yuma_consensus_3/",
      "title": "Yuma Consensus 3",
      "content_text": "How Yuma Consensus 3 refines Bittensor validator-miner bonding so earlier, independent evaluations can be reflected more fairly.",
      "summary": "How Yuma Consensus 3 refines Bittensor validator-miner bonding so earlier, independent evaluations can be reflected more fairly.",
      "image": "https://taopedia.org/og/yuma_consensus_3.png",
      "date_published": "2026-06-01T07:46:10.000Z",
      "date_modified": "2026-06-27T21:30:55.000Z",
      "tags": [
        "Consensus",
        "Validation"
      ]
    }
  ]
}