Cascade + Numinous = Bittensor forecasting world model
Quoting @cascade_sn91
Track how the world changes. Predict how it evolves.
We’ve partnered with @numinous_ai to combine knowledge graphs with time-series forecasting.
Numinous maps relationships between companies and events, and predicts how those relationships may change. Cascade brings forecasting models to assist in flagging future activity, pointing agents towards worthy developments.
In turn, Numinous’s graph will help us develop synthetic training data for our mixture-of-experts model, capturing how changes at one company can ripple through connected businesses.
Together, we’re working towards better forecasts of both changing relationships and the numerical trends they influence.
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Validator FirstTensor.com (5DvT…N2ed) scheduled a child-key change on 42 subnets
Validator hotkey 5DvTpiniW9s3APmHRYn8FroUWyfnLtrsid5Mtn5EwMXHN2ed announced new child keys on SN6, SN8, SN9, SN14, SN20, SN29, SN30, SN35, SN37, SN38, SN41, SN44 and 30 more, applying at block 9,431,952 (~24h). Stake delegated to it there routes through its children after that.
ValidatorFirstTensor.comSubnetsSN6, SN8, SN9, SN14, SN20, SN29, SN30, SN35, SN37, SN38, SN41, SN44, … (42 subnets) Between blocks 9,424,713 and 9,424,772
Validator 5HbS…FZdT scheduled a child-key change on 18 subnets
Validator hotkey 5HbScNssaEfioJHXjcXdpyqo1AKnYjymidGF8opcF9rTFZdT announced new child keys on SN6, SN11, SN14, SN24, SN32, SN37, SN38, SN43, SN45, SN53, SN61, SN69 and 6 more, applying at block 9,406,042 (~24h). Stake delegated to it there routes through its children after that.
Validator5HbScN…rTFZdTSubnetsSN6, SN11, SN14, SN24, SN32, SN37, SN38, SN43, SN45, SN53, SN61, SN69, … (18 subnets) Between blocks 9,398,838 and 9,398,900
Validator tao5 (5Csv…2zVp) scheduled a child-key change on SN6
Validator hotkey 5CsvRJXuR955WojnGMdok1hbhffZyB4N5ocrv82f3p5A2zVp announced new child keys on SN6, applying at block 9,404,745 (~24h). Stake delegated to it there routes through its children after that.
Between blocks 9,397,510 and 9,397,570View subnet →
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Validator 5HK2…YYXr scheduled a child-key change on SN6
Validator hotkey 5HK2LZRrvj581VjyxuFxb6ehFZoNi5PqAg3Y2HsmYPhGYYXr announced new child keys on SN6, applying at block 9,402,703 (~24h). Stake delegated to it there routes through its children after that.
Validator5HK2LZ…hGYYXrSubnetsSN6 Between blocks 9,395,454 and 9,395,514View subnet →
Validator Kiln (5F7d…r6LW) scheduled a child-key change on SN6
Validator hotkey 5F7dvCS7mdzJU4o9bAUx4LPgpF3XeMM1XEz9nVqVNga9r6LW announced new child keys on SN6, applying at block 9,402,706 (~24h). Stake delegated to it there routes through its children after that.
Between blocks 9,395,454 and 9,395,514View subnet →
Validator 5EqY…oaUf scheduled a child-key change on SN6
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN6, applying at block 9,402,709 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN6 Between blocks 9,395,454 and 9,395,514View subnet →
Soon track our graph belief state; what models will be released? what supply chain will be disrupted?
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The graph is adding 500 + relationships per day yet today the top miner only lists 6 correct statements. Join the competition and help push the forecast horizon.
👇
leaderboard.numinouslabs.io/miners/155/5GYaoSFU…
Linkleaderboard.numinouslabs.ioleaderboard.numinouslabs.io/miners/155/5GYaoSFUCLtXYwhcEj1uGrK1aiGNTiRuQpP2KStoJBD71MCMFull post on TaosisOpen on X ↗
Belief history per miner.

Full post on TaosisOpen on X ↗
Live graphs per entity.

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History of forecasted events.

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New leaderboard is out. Track our best agents.
Full post on TaosisOpen on X ↗
Validator 5HbS…FZdT scheduled a child-key change on 2 subnets
Validator hotkey 5HbScNssaEfioJHXjcXdpyqo1AKnYjymidGF8opcF9rTFZdT announced new child keys on SN6, SN61, applying at block 9,396,699 (~24h). Stake delegated to it there routes through its children after that.
Validator5HbScN…rTFZdTSubnetsSN6, SN61 Between blocks 9,389,474 and 9,389,532
Validator Astrid (5ELR…qwVh) scheduled a child-key change on 18 subnets
Validator hotkey 5ELREhApbCahM7FyGLM1V9WDsnnjCRmMCJTmtQD51oAEqwVh announced new child keys on SN6, SN12, SN13, SN20, SN24, SN31, SN38, SN44, SN50, SN54, SN60, SN62 and 6 more, applying at block 9,393,652 (~24h). Stake delegated to it there routes through its children after that.
ValidatorAstridSubnetsSN6, SN12, SN13, SN20, SN24, SN31, SN38, SN44, SN50, SN54, SN60, SN62, … (18 subnets) Between blocks 9,386,394 and 9,386,452
Validator Kiln (5F7d…r6LW) scheduled a child-key change on SN6
Validator hotkey 5F7dvCS7mdzJU4o9bAUx4LPgpF3XeMM1XEz9nVqVNga9r6LW announced new child keys on SN6, applying at block 9,388,004 (~24h). Stake delegated to it there routes through its children after that.
Between blocks 9,380,778 and 9,380,837View subnet →
Validator 5EqY…oaUf scheduled a child-key change on SN6
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN6, applying at block 9,388,007 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN6 Between blocks 9,380,778 and 9,380,837View subnet →
SN6 miner burn down to 0%
The subnet burns 0% of its miner emission now (was 100%): miners are being paid again.
Detected 13d agoView subnet →
Validator TAO.app (5CoZ…bifj) scheduled a child-key change on SN6
Validator hotkey 5CoZxgtfhcJKX2HmkwnsN18KbaT9aih9eF3b6qVPTgAUbifj announced new child keys on SN6, applying at block 9,383,907 (~24h). Stake delegated to it there routes through its children after that.
ValidatorTAO.appSubnetsSN6 Between blocks 9,376,632 and 9,376,800View subnet →
SN6 large sell: 267.7 τ
SideSellτ267.66 τα114,419.91 αPool3.5% of poolWallet5GFAST…mTi1hN Block 9,368,835View block →
SN6 large buy: 267.7 τ
SideBuyτ267.65 τα114,477.55 αPool3.6% of poolWallet5GFAST…mTi1hN Block 9,368,835View block →
Validator Kiln (5F7d…r6LW) scheduled a child-key change on SN6
Validator hotkey 5F7dvCS7mdzJU4o9bAUx4LPgpF3XeMM1XEz9nVqVNga9r6LW announced new child keys on SN6, applying at block 9,372,706 (~24h). Stake delegated to it there routes through its children after that.
Between blocks 9,365,469 and 9,365,529View subnet →
Validator 5EqY…oaUf scheduled a child-key change on SN6
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN6, applying at block 9,372,709 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN6 Between blocks 9,365,469 and 9,365,529View subnet →
Validator Tatsu (5D4g…kZ4f) scheduled a child-key change on 2 subnets
Validator hotkey 5D4gEn5S422dTGR5NJJKZ93FNV6hDmfwDPfxFNgcoVnUkZ4f announced new child keys on SN6, SN104, applying at block 9,371,791 (~24h). Stake delegated to it there routes through its children after that.
ValidatorTatsuSubnetsSN6, SN104 Between blocks 9,364,570 and 9,364,629
Validator Kiln (5F7d…r6LW) scheduled a child-key change on SN6
Validator hotkey 5F7dvCS7mdzJU4o9bAUx4LPgpF3XeMM1XEz9nVqVNga9r6LW announced new child keys on SN6, applying at block 9,361,306 (~24h). Stake delegated to it there routes through its children after that.
Between blocks 9,354,103 and 9,354,165View subnet →
Validator 5EqY…oaUf scheduled a child-key change on SN6
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN6, applying at block 9,361,309 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN6 Between blocks 9,354,103 and 9,354,165View subnet →
Validator 5HK2…YYXr scheduled a child-key change on 2 subnets
Validator hotkey 5HK2LZRrvj581VjyxuFxb6ehFZoNi5PqAg3Y2HsmYPhGYYXr announced new child keys on SN6, SN112, applying at block 9,361,303 (~24h). Stake delegated to it there routes through its children after that.
Validator5HK2LZ…hGYYXrSubnetsSN6, SN112 Between blocks 9,354,044 and 9,354,103
Validator 5EqY…oaUf scheduled a child-key change on 18 subnets
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN6, SN8, SN9, SN22, SN24, SN31, SN62, SN65, SN73, SN87, SN88, SN93 and 6 more, applying at block 9,352,010 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN6, SN8, SN9, SN22, SN24, SN31, SN62, SN65, SN73, SN87, SN88, SN93, … (18 subnets) Between blocks 9,344,778 and 9,344,898
Validator tao5 (5Csv…2zVp) scheduled a child-key change on SN6
Validator hotkey 5CsvRJXuR955WojnGMdok1hbhffZyB4N5ocrv82f3p5A2zVp announced new child keys on SN6, applying at block 9,350,444 (~24h). Stake delegated to it there routes through its children after that.
Between blocks 9,343,239 and 9,343,298View subnet →
Validator Crucible Labs (5CAQ…7FmJ) scheduled a child-key change on 2 subnets
Validator hotkey 5CAQAgXxoU3NPo1YG5VQKz4Ackh7goNx3TvPD9A6LoqA7FmJ announced new child keys on SN6, SN25, applying at block 9,348,461 (~24h). Stake delegated to it there routes through its children after that.
ValidatorCrucible LabsSubnetsSN6, SN25 Between blocks 9,341,210 and 9,341,378