{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Taopedia - Consensus articles",
  "home_page_url": "https://taopedia.org/wiki/category/Consensus/",
  "feed_url": "https://taopedia.org/wiki/category/Consensus/feed.json",
  "description": "Recently updated Taopedia articles in the Consensus 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/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/liquid_alpha_enabled/",
      "url": "https://taopedia.org/wiki/liquid_alpha_enabled/",
      "title": "Liquid Alpha Enabled",
      "content_text": "How the liquid alpha enabled toggle decides whether a subnet uses a single fixed bond-smoothing alpha or a consensus-driven alpha that varies between the alpha low and alpha high bounds.",
      "summary": "How the liquid alpha enabled toggle decides whether a subnet uses a single fixed bond-smoothing alpha or a consensus-driven alpha that varies between the alpha low and alpha high bounds.",
      "image": "https://taopedia.org/og/liquid_alpha_enabled.png",
      "date_published": "2026-06-29T18:24:06.000Z",
      "date_modified": "2026-06-30T16:54:14.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "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/committing_weights_too_fast/",
      "url": "https://taopedia.org/wiki/committing_weights_too_fast/",
      "title": "Committing Weights Too Fast",
      "content_text": "How the CommittingWeightsTooFast error signals that a validator retried a weight commit before the required commit-reveal pacing interval had elapsed.",
      "summary": "How the CommittingWeightsTooFast error signals that a validator retried a weight commit before the required commit-reveal pacing interval had elapsed.",
      "image": "https://taopedia.org/og/committing_weights_too_fast.png",
      "date_published": "2026-06-30T16:08:22.000Z",
      "date_modified": "2026-06-30T16:08:22.000Z",
      "tags": [
        "Consensus",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/setting_weights_too_fast/",
      "url": "https://taopedia.org/wiki/setting_weights_too_fast/",
      "title": "Setting Weights Too Fast",
      "content_text": "How the SettingWeightsTooFast error signals that a validator retried weight submission before the subnet's required weights-rate-limit interval had elapsed.",
      "summary": "How the SettingWeightsTooFast error signals that a validator retried weight submission before the subnet's required weights-rate-limit interval had elapsed.",
      "image": "https://taopedia.org/og/setting_weights_too_fast.png",
      "date_published": "2026-06-30T15:56:52.000Z",
      "date_modified": "2026-06-30T15:56:52.000Z",
      "tags": [
        "Consensus",
        "Errors"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/stake_weight/",
      "url": "https://taopedia.org/wiki/stake_weight/",
      "title": "Stake Weight",
      "content_text": "How stake weight describes validator influence inside Bittensor subnet consensus.",
      "summary": "How stake weight describes validator influence inside Bittensor subnet consensus.",
      "image": "https://taopedia.org/og/stake_weight.png",
      "date_published": "2026-06-01T09:11:43.000Z",
      "date_modified": "2026-06-30T15:54:01.000Z",
      "tags": [
        "Consensus",
        "Staking"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/incorrect_weight_version_key/",
      "url": "https://taopedia.org/wiki/incorrect_weight_version_key/",
      "title": "Incorrect Weight Version Key",
      "content_text": "How the IncorrectWeightVersionKey error signals that a validator submitted weights with a version lower than the subnet's required weights version key.",
      "summary": "How the IncorrectWeightVersionKey error signals that a validator submitted weights with a version lower than the subnet's required weights version key.",
      "image": "https://taopedia.org/og/incorrect_weight_version_key.png",
      "date_published": "2026-06-30T15:43:15.000Z",
      "date_modified": "2026-06-30T15:43:15.000Z",
      "tags": [
        "Consensus",
        "Errors"
      ]
    },
    {
      "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/commit_reveal_period/",
      "url": "https://taopedia.org/wiki/commit_reveal_period/",
      "title": "Commit Reveal Period",
      "content_text": "How the commit reveal period subnet hyperparameter sets how many tempos must elapse before committed validator weights are revealed under the commit-reveal weight scheme.",
      "summary": "How the commit reveal period subnet hyperparameter sets how many tempos must elapse before committed validator weights are revealed under the commit-reveal weight scheme.",
      "image": "https://taopedia.org/og/commit_reveal_period.png",
      "date_published": "2026-06-26T04:02:24.000Z",
      "date_modified": "2026-06-30T15:04:35.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/rank/",
      "url": "https://taopedia.org/wiki/rank/",
      "title": "Rank",
      "content_text": "How rank summarizes consensus-adjusted miner evaluation in Bittensor subnets.",
      "summary": "How rank summarizes consensus-adjusted miner evaluation in Bittensor subnets.",
      "image": "https://taopedia.org/og/rank.png",
      "date_published": "2026-06-01T09:04:35.000Z",
      "date_modified": "2026-06-30T12:43:33.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/miner_incentive/",
      "url": "https://taopedia.org/wiki/miner_incentive/",
      "title": "Miner Incentive",
      "content_text": "How miner incentive names the emission share Bittensor miners receive for their work in a subnet.",
      "summary": "How miner incentive names the emission share Bittensor miners receive for their work in a subnet.",
      "image": "https://taopedia.org/og/miner_incentive.png",
      "date_published": "2026-06-22T15:41:08.000Z",
      "date_modified": "2026-06-30T12:32:42.000Z",
      "tags": [
        "Tokenomics",
        "Mining",
        "Consensus"
      ]
    },
    {
      "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/dividends/",
      "url": "https://taopedia.org/wiki/dividends/",
      "title": "Dividends",
      "content_text": "How dividends describe the validator-side emission result produced from bonds and miner incentives in Bittensor.",
      "summary": "How dividends describe the validator-side emission result produced from bonds and miner incentives in Bittensor.",
      "image": "https://taopedia.org/og/dividends.png",
      "date_published": "2026-06-01T16:40:57.000Z",
      "date_modified": "2026-06-30T12:20:13.000Z",
      "tags": [
        "Tokenomics",
        "Consensus"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/self_weighting/",
      "url": "https://taopedia.org/wiki/self_weighting/",
      "title": "Self-Weighting",
      "content_text": "How a lone validator inflating weights for its own miners is blunted by Bittensor's stake-weighted consensus, which clips weights that depart from the broader agreement.",
      "summary": "How a lone validator inflating weights for its own miners is blunted by Bittensor's stake-weighted consensus, which clips weights that depart from the broader agreement.",
      "image": "https://taopedia.org/og/self_weighting.png",
      "date_published": "2026-06-23T06:46:54.000Z",
      "date_modified": "2026-06-30T11:55:23.000Z",
      "tags": [
        "Safety",
        "Consensus"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/collusion/",
      "url": "https://taopedia.org/wiki/collusion/",
      "title": "Collusion",
      "content_text": "How colluding validators could try to skew Bittensor consensus toward favored miners, and why consensus clipping and stake weighting resist it.",
      "summary": "How colluding validators could try to skew Bittensor consensus toward favored miners, and why consensus clipping and stake weighting resist it.",
      "image": "https://taopedia.org/og/collusion.png",
      "date_published": "2026-06-23T06:01:31.000Z",
      "date_modified": "2026-06-30T11:52:12.000Z",
      "tags": [
        "Safety",
        "Consensus"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/min_allowed_weights/",
      "url": "https://taopedia.org/wiki/min_allowed_weights/",
      "title": "Min Allowed Weights",
      "content_text": "How the min allowed weights subnet hyperparameter sets the fewest weights a validator must assign when it submits weights on a subnet.",
      "summary": "How the min allowed weights subnet hyperparameter sets the fewest weights a validator must assign when it submits weights on a subnet.",
      "image": "https://taopedia.org/og/min_allowed_weights.png",
      "date_published": "2026-06-22T21:29:41.000Z",
      "date_modified": "2026-06-30T11:32:06.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "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/bonds_moving_average/",
      "url": "https://taopedia.org/wiki/bonds_moving_average/",
      "title": "Bonds Moving Average",
      "content_text": "How the bonds moving average subnet hyperparameter configures the moving-average smoothing applied to validator-miner bonds in Yuma Consensus.",
      "summary": "How the bonds moving average subnet hyperparameter configures the moving-average smoothing applied to validator-miner bonds in Yuma Consensus.",
      "image": "https://taopedia.org/og/bonds_moving_average.png",
      "date_published": "2026-06-25T16:42:22.000Z",
      "date_modified": "2026-06-30T08:34:33.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/bonds_penalty/",
      "url": "https://taopedia.org/wiki/bonds_penalty/",
      "title": "Bonds Penalty",
      "content_text": "How the bonds penalty subnet hyperparameter sets the magnitude of the consensus penalty applied when validator weights exceed the subnet consensus benchmark in Yuma Consensus.",
      "summary": "How the bonds penalty subnet hyperparameter sets the magnitude of the consensus penalty applied when validator weights exceed the subnet consensus benchmark in Yuma Consensus.",
      "image": "https://taopedia.org/og/bonds_penalty.png",
      "date_published": "2026-06-25T16:47:06.000Z",
      "date_modified": "2026-06-30T08:29:51.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/weight_setting/",
      "url": "https://taopedia.org/wiki/weight_setting/",
      "title": "Weight Setting",
      "content_text": "How weight setting names the validator process of scoring miners in Bittensor subnets.",
      "summary": "How weight setting names the validator process of scoring miners in Bittensor subnets.",
      "image": "https://taopedia.org/og/weight_setting.png",
      "date_published": "2026-06-22T15:45:25.000Z",
      "date_modified": "2026-06-30T08:24:49.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/weights_rate_limit/",
      "url": "https://taopedia.org/wiki/weights_rate_limit/",
      "title": "Weights Rate Limit",
      "content_text": "How the weights rate limit subnet hyperparameter sets the minimum block wait between validator weight commits on a Bittensor subnet.",
      "summary": "How the weights rate limit subnet hyperparameter sets the minimum block wait between validator weight commits on a Bittensor subnet.",
      "image": "https://taopedia.org/og/weights_rate_limit.png",
      "date_published": "2026-06-25T16:36:30.000Z",
      "date_modified": "2026-06-30T08:20:26.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/kappa/",
      "url": "https://taopedia.org/wiki/kappa/",
      "title": "Kappa",
      "content_text": "How the kappa subnet hyperparameter sets the stake-weighted majority ratio Yuma Consensus uses to derive the consensus clipping threshold for miner weights.",
      "summary": "How the kappa subnet hyperparameter sets the stake-weighted majority ratio Yuma Consensus uses to derive the consensus clipping threshold for miner weights.",
      "image": "https://taopedia.org/og/kappa.png",
      "date_published": "2026-06-22T21:18:00.000Z",
      "date_modified": "2026-06-30T08:05:58.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/yuma_consensus/",
      "url": "https://taopedia.org/wiki/yuma_consensus/",
      "title": "Yuma Consensus",
      "content_text": "An explanation of Yuma Consensus, the Bittensor mechanism that aggregates validator weights into miner incentives and validator dividends.",
      "summary": "An explanation of Yuma Consensus, the Bittensor mechanism that aggregates validator weights into miner incentives and validator dividends.",
      "image": "https://taopedia.org/og/yuma_consensus.png",
      "date_published": "2025-10-08T23:02:21.000Z",
      "date_modified": "2026-06-30T07:50:39.000Z",
      "tags": [
        "Consensus",
        "Incentives"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/subnet_hyperparameters/",
      "url": "https://taopedia.org/wiki/subnet_hyperparameters/",
      "title": "Subnet Hyperparameters",
      "content_text": "How Bittensor subnet hyperparameters shape subnet timing, weight flow, consensus behavior, and emission handling without defining the subnet task itself.",
      "summary": "How Bittensor subnet hyperparameters shape subnet timing, weight flow, consensus behavior, and emission handling without defining the subnet task itself.",
      "image": "https://taopedia.org/og/subnet_hyperparameters.png",
      "date_published": "2026-05-31T06:52:42.000Z",
      "date_modified": "2026-06-30T07:20:51.000Z",
      "tags": [
        "Subnets",
        "Consensus"
      ]
    },
    {
      "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/epoch/",
      "url": "https://taopedia.org/wiki/epoch/",
      "title": "Epoch",
      "content_text": "How an epoch marks a Bittensor subnet's consensus period.",
      "summary": "How an epoch marks a Bittensor subnet's consensus period.",
      "image": "https://taopedia.org/og/epoch.png",
      "date_published": "2026-06-01T11:15:17.000Z",
      "date_modified": "2026-06-30T06:58:27.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "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/stake/",
      "url": "https://taopedia.org/wiki/stake/",
      "title": "Stake",
      "content_text": "How stake names the token amount associated with a validator position inside a Bittensor subnet.",
      "summary": "How stake names the token amount associated with a validator position inside a Bittensor subnet.",
      "image": "https://taopedia.org/og/stake.png",
      "date_published": "2026-06-01T16:08:01.000Z",
      "date_modified": "2026-06-30T06:55:16.000Z",
      "tags": [
        "Staking",
        "Consensus"
      ]
    },
    {
      "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/activity_cutoff/",
      "url": "https://taopedia.org/wiki/activity_cutoff/",
      "title": "Activity Cutoff",
      "content_text": "How activity cutoff names validator inactivity tolerance before stake is masked out of Yuma Consensus, including the legacy fixed-block hyperparameter and the live activity cutoff factor setting under dynamic tempos.",
      "summary": "How activity cutoff names validator inactivity tolerance before stake is masked out of Yuma Consensus, including the legacy fixed-block hyperparameter and the live activity cutoff factor setting under dynamic tempos.",
      "image": "https://taopedia.org/og/activity_cutoff.png",
      "date_published": "2026-06-22T21:10:09.000Z",
      "date_modified": "2026-06-30T05:40:41.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/activity_cutoff_factor/",
      "url": "https://taopedia.org/wiki/activity_cutoff_factor/",
      "title": "Activity Cutoff Factor",
      "content_text": "How the activity cutoff factor subnet hyperparameter expresses validator inactivity tolerance in per-mille epochs so the effective window scales with tempo.",
      "summary": "How the activity cutoff factor subnet hyperparameter expresses validator inactivity tolerance in per-mille epochs so the effective window scales with tempo.",
      "image": "https://taopedia.org/og/activity_cutoff_factor.png",
      "date_published": "2026-06-29T14:14:29.000Z",
      "date_modified": "2026-06-30T05:17:41.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/tempo/",
      "url": "https://taopedia.org/wiki/tempo/",
      "title": "Tempo",
      "content_text": "How Bittensor subnets use tempos as block-based intervals for reward distribution, weight processing, and subnet timing.",
      "summary": "How Bittensor subnets use tempos as block-based intervals for reward distribution, weight processing, and subnet timing.",
      "image": "https://taopedia.org/og/tempo.png",
      "date_published": "2026-05-31T06:36:42.000Z",
      "date_modified": "2026-06-30T05:15:15.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/alpha_high/",
      "url": "https://taopedia.org/wiki/alpha_high/",
      "title": "Alpha High",
      "content_text": "How alpha high sets the upper bound of the liquid alpha range that varies how quickly validator-miner bonds smooth based on consensus alignment.",
      "summary": "How alpha high sets the upper bound of the liquid alpha range that varies how quickly validator-miner bonds smooth based on consensus alignment.",
      "image": "https://taopedia.org/og/alpha_high.png",
      "date_published": "2026-06-26T04:15:25.000Z",
      "date_modified": "2026-06-30T05:13:11.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/alpha_low/",
      "url": "https://taopedia.org/wiki/alpha_low/",
      "title": "Alpha Low",
      "content_text": "How alpha low sets the lower bound of the liquid alpha range that varies how quickly validator-miner bonds smooth based on consensus alignment.",
      "summary": "How alpha low sets the lower bound of the liquid alpha range that varies how quickly validator-miner bonds smooth based on consensus alignment.",
      "image": "https://taopedia.org/og/alpha_low.png",
      "date_published": "2026-06-26T04:15:25.000Z",
      "date_modified": "2026-06-30T05:11:13.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/alpha_sigmoid_steepness/",
      "url": "https://taopedia.org/wiki/alpha_sigmoid_steepness/",
      "title": "Alpha Sigmoid Steepness",
      "content_text": "How the alpha sigmoid steepness subnet hyperparameter shapes how sharply liquid alpha responds to validator consensus alignment when smoothing validator-miner bonds in Yuma Consensus.",
      "summary": "How the alpha sigmoid steepness subnet hyperparameter shapes how sharply liquid alpha responds to validator consensus alignment when smoothing validator-miner bonds in Yuma Consensus.",
      "image": "https://taopedia.org/og/alpha_sigmoid_steepness.png",
      "date_published": "2026-06-26T03:58:07.000Z",
      "date_modified": "2026-06-30T05:07:15.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/relative_stake_weight/",
      "url": "https://taopedia.org/wiki/relative_stake_weight/",
      "title": "Relative Stake Weight",
      "content_text": "How relative stake weight describes a validator's proportional stake-based influence inside a Bittensor subnet.",
      "summary": "How relative stake weight describes a validator's proportional stake-based influence inside a Bittensor subnet.",
      "image": "https://taopedia.org/og/relative_stake_weight.png",
      "date_published": "2026-06-01T12:14:57.000Z",
      "date_modified": "2026-06-30T04:58:07.000Z",
      "tags": [
        "Consensus",
        "Staking"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/tao_weight/",
      "url": "https://taopedia.org/wiki/tao_weight/",
      "title": "TAO Weight",
      "content_text": "How TAO weight sets the relative role of TAO stake when Bittensor derives validator stake weight inside a subnet.",
      "summary": "How TAO weight sets the relative role of TAO stake when Bittensor derives validator stake weight inside a subnet.",
      "image": "https://taopedia.org/og/tao_weight.png",
      "date_published": "2026-06-01T13:19:37.000Z",
      "date_modified": "2026-06-30T04:50:22.000Z",
      "tags": [
        "Consensus",
        "Staking"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/weights_version_key/",
      "url": "https://taopedia.org/wiki/weights_version_key/",
      "title": "Weights Version Key",
      "content_text": "How the weights version key subnet hyperparameter requires a validator's set_weights call to meet a minimum version before it is accepted.",
      "summary": "How the weights version key subnet hyperparameter requires a validator's set_weights call to meet a minimum version before it is accepted.",
      "image": "https://taopedia.org/og/weights_version_key.png",
      "date_published": "2026-06-22T21:54:22.000Z",
      "date_modified": "2026-06-30T04:13:28.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/incentive_compatibility/",
      "url": "https://taopedia.org/wiki/incentive_compatibility/",
      "title": "Incentive Compatibility",
      "content_text": "How Bittensor aims to make honest, high-quality contribution the most profitable strategy for miners and validators, so self-interest serves the subnet.",
      "summary": "How Bittensor aims to make honest, high-quality contribution the most profitable strategy for miners and validators, so self-interest serves the subnet.",
      "image": "https://taopedia.org/og/incentive_compatibility.png",
      "date_published": "2026-06-23T10:04:34.000Z",
      "date_modified": "2026-06-30T04:07:21.000Z",
      "tags": [
        "Consensus",
        "Mining"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/validator_dividend/",
      "url": "https://taopedia.org/wiki/validator_dividend/",
      "title": "Validator Dividend",
      "content_text": "How validator dividend names the emission share Bittensor validators receive for their consensus role.",
      "summary": "How validator dividend names the emission share Bittensor validators receive for their consensus role.",
      "image": "https://taopedia.org/og/validator_dividend.png",
      "date_published": "2026-06-22T15:36:09.000Z",
      "date_modified": "2026-06-30T03:58:00.000Z",
      "tags": [
        "Tokenomics",
        "Staking",
        "Consensus"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/validator_miner_bonds/",
      "url": "https://taopedia.org/wiki/validator_miner_bonds/",
      "title": "Validator-Miner Bonds",
      "content_text": "How validator-miner bonds connect validator evaluation to smoothed subnet consensus outcomes.",
      "summary": "How validator-miner bonds connect validator evaluation to smoothed subnet consensus outcomes.",
      "image": "https://taopedia.org/og/validator_miner_bonds.png",
      "date_published": "2026-06-01T09:17:53.000Z",
      "date_modified": "2026-06-30T01:39:10.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/staking/",
      "url": "https://taopedia.org/wiki/staking/",
      "title": "Staking",
      "content_text": "How staking names the process of attaching TAO support to a validator in Bittensor's subnet consensus context.",
      "summary": "How staking names the process of attaching TAO support to a validator in Bittensor's subnet consensus context.",
      "image": "https://taopedia.org/og/staking.png",
      "date_published": "2026-06-01T16:17:46.000Z",
      "date_modified": "2026-06-29T22:45:20.000Z",
      "tags": [
        "Staking",
        "Consensus"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/ema/",
      "url": "https://taopedia.org/wiki/ema/",
      "title": "EMA",
      "content_text": "How an exponential moving average smooths values over time by weighting recent observations more heavily, the technique Bittensor uses to update validator-miner bonds across epochs.",
      "summary": "How an exponential moving average smooths values over time by weighting recent observations more heavily, the technique Bittensor uses to update validator-miner bonds across epochs.",
      "image": "https://taopedia.org/og/ema.png",
      "date_published": "2026-06-26T04:19:36.000Z",
      "date_modified": "2026-06-29T21:56:29.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/owner_hyperparam_rate_limit/",
      "url": "https://taopedia.org/wiki/owner_hyperparam_rate_limit/",
      "title": "Owner Hyperparam Rate Limit",
      "content_text": "How the owner hyperparam rate limit sets the cooldown a subnet owner must wait between hyperparameter changes, measured as a multiple of the subnet's tempo.",
      "summary": "How the owner hyperparam rate limit sets the cooldown a subnet owner must wait between hyperparameter changes, measured as a multiple of the subnet's tempo.",
      "image": "https://taopedia.org/og/owner_hyperparam_rate_limit.png",
      "date_published": "2026-06-29T15:35:11.000Z",
      "date_modified": "2026-06-29T21:32:44.000Z",
      "tags": [
        "Subnets",
        "Consensus"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/delegation/",
      "url": "https://taopedia.org/wiki/delegation/",
      "title": "Delegation",
      "content_text": "How delegation names staking TAO to a validator to support validator stake and subnet consensus context.",
      "summary": "How delegation names staking TAO to a validator to support validator stake and subnet consensus context.",
      "image": "https://taopedia.org/og/delegation.png",
      "date_published": "2026-06-01T16:13:22.000Z",
      "date_modified": "2026-06-29T20:37:52.000Z",
      "tags": [
        "Staking",
        "Consensus"
      ]
    },
    {
      "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/yuma3_enabled/",
      "url": "https://taopedia.org/wiki/yuma3_enabled/",
      "title": "Yuma3 Enabled",
      "content_text": "How the yuma3 enabled toggle, documented as YumaVersion, lets a subnet switch its consensus mechanism between Yuma Consensus v2 and v3.",
      "summary": "How the yuma3 enabled toggle, documented as YumaVersion, lets a subnet switch its consensus mechanism between Yuma Consensus v2 and v3.",
      "image": "https://taopedia.org/og/yuma3_enabled.png",
      "date_published": "2026-06-29T18:32:40.000Z",
      "date_modified": "2026-06-29T18:32:40.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/exponential_moving_averages/",
      "url": "https://taopedia.org/wiki/exponential_moving_averages/",
      "title": "Exponential Moving Averages",
      "content_text": "How exponential moving averages smooth Bittensor flow, bond, and reward signals across repeated updates.",
      "summary": "How exponential moving averages smooth Bittensor flow, bond, and reward signals across repeated updates.",
      "image": "https://taopedia.org/og/exponential_moving_averages.png",
      "date_published": "2026-05-31T07:05:30.000Z",
      "date_modified": "2026-06-29T16:42:39.000Z",
      "tags": [
        "Consensus",
        "Tokenomics"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/yuma_version/",
      "url": "https://taopedia.org/wiki/yuma_version/",
      "title": "Yuma Version",
      "content_text": "How the yuma version subnet hyperparameter selects whether a subnet runs Yuma Consensus v2 or v3 when processing validator weights.",
      "summary": "How the yuma version subnet hyperparameter selects whether a subnet runs Yuma Consensus v2 or v3 when processing validator weights.",
      "image": "https://taopedia.org/og/yuma_version.png",
      "date_published": "2026-06-29T14:23:34.000Z",
      "date_modified": "2026-06-29T15:39:07.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/commit_reveal_weights_enabled/",
      "url": "https://taopedia.org/wiki/commit_reveal_weights_enabled/",
      "title": "Commit Reveal Weights Enabled",
      "content_text": "How the commit reveal weights enabled subnet hyperparameter turns on the commit-reveal weight scheme that conceals validator weights before reveal.",
      "summary": "How the commit reveal weights enabled subnet hyperparameter turns on the commit-reveal weight scheme that conceals validator weights before reveal.",
      "image": "https://taopedia.org/og/commit_reveal_weights_enabled.png",
      "date_published": "2026-06-29T14:30:51.000Z",
      "date_modified": "2026-06-29T15:18:25.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/last_update/",
      "url": "https://taopedia.org/wiki/last_update/",
      "title": "Last Update",
      "content_text": "How the last update value records the block of a neuron's most recent update, and how it combines with activity cutoff to decide whether the neuron is active.",
      "summary": "How the last update value records the block of a neuron's most recent update, and how it combines with activity cutoff to decide whether the neuron is active.",
      "image": "https://taopedia.org/og/last_update.png",
      "date_published": "2026-06-23T04:49:08.000Z",
      "date_modified": "2026-06-29T13:48:15.000Z",
      "tags": [
        "Consensus",
        "Subnets"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/mechanism_count/",
      "url": "https://taopedia.org/wiki/mechanism_count/",
      "title": "Mechanism Count",
      "content_text": "How the mechanism count subnet hyperparameter sets how many incentive mechanisms a Bittensor subnet runs.",
      "summary": "How the mechanism count subnet hyperparameter sets how many incentive mechanisms a Bittensor subnet runs.",
      "image": "https://taopedia.org/og/mechanism_count.png",
      "date_published": "2026-06-25T16:45:24.000Z",
      "date_modified": "2026-06-29T13:22:57.000Z",
      "tags": [
        "Subnets",
        "Consensus"
      ]
    },
    {
      "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/time_lock_encryption/",
      "url": "https://taopedia.org/wiki/time_lock_encryption/",
      "title": "Time-Lock Encryption",
      "content_text": "How time-lock encryption lets Bittensor validators commit weights that cannot be decrypted until a future point, underpinning the commit-reveal weight scheme.",
      "summary": "How time-lock encryption lets Bittensor validators commit weights that cannot be decrypted until a future point, underpinning the commit-reveal weight scheme.",
      "image": "https://taopedia.org/og/time_lock_encryption.png",
      "date_published": "2026-06-26T04:09:41.000Z",
      "date_modified": "2026-06-29T09:50:24.000Z",
      "tags": [
        "Consensus",
        "Safety"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/drand_time_lock_encryption/",
      "url": "https://taopedia.org/wiki/drand_time_lock_encryption/",
      "title": "Drand Time-Lock Encryption",
      "content_text": "How Drand time-lock encryption supports delayed validator-weight visibility in Bittensor Commit Reveal.",
      "summary": "How Drand time-lock encryption supports delayed validator-weight visibility in Bittensor Commit Reveal.",
      "image": "https://taopedia.org/og/drand_time_lock_encryption.png",
      "date_published": "2026-06-01T06:46:25.000Z",
      "date_modified": "2026-06-28T13:56:00.000Z",
      "tags": [
        "Consensus",
        "Cryptography"
      ]
    },
    {
      "id": "https://taopedia.org/wiki/uid/",
      "url": "https://taopedia.org/wiki/uid/",
      "title": "UID",
      "content_text": "How UID names the unique identifier assigned to each participant in a Bittensor subnet.",
      "summary": "How UID names the unique identifier assigned to each participant in a Bittensor subnet.",
      "image": "https://taopedia.org/og/uid.png",
      "date_published": "2026-06-22T15:52:15.000Z",
      "date_modified": "2026-06-28T12:57:36.000Z",
      "tags": [
        "Subnets",
        "Consensus"
      ]
    },
    {
      "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"
      ]
    }
  ]
}