Claims 111@DeSciClaimsOur new competition is live! 31 submissions are competing. We'll run the winner in production next week. 🚀
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Claims 111@DeSciClaimsValidator Datura (5GP7…VCMi) re-scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,477,299 (~24h). Stake delegated to it there routes through its children after that. On SN111 it replaces the change that was pending for block 9,476,355, which will not apply then.
ValidatorDaturaSubnetsSN111
Between blocks 9,470,040 and 9,470,104View subnet →
Validator Datura (5GP7…VCMi) scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,476,355 (~24h). Stake delegated to it there routes through its children after that.
ValidatorDaturaSubnetsSN111
Between blocks 9,469,131 and 9,469,191View subnet →
Validator Kiln (5F7d…r6LW) scheduled a child-key change on SN111
Validator hotkey 5F7dvCS7mdzJU4o9bAUx4LPgpF3XeMM1XEz9nVqVNga9r6LW announced new child keys on SN111, applying at block 9,474,994 (~24h). Stake delegated to it there routes through its children after that.
ValidatorKilnSubnetsSN111
Between blocks 9,467,772 and 9,467,831View subnet →
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Validator 5EqY…oaUf scheduled a child-key change on SN111
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN111, applying at block 9,474,997 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN111
Between blocks 9,467,772 and 9,467,831View subnet →
Validator Datura (5GP7…VCMi) scheduled a child-key change on 2 subnets
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN100, SN111, applying at block 9,468,813 (~24h). Stake delegated to it there routes through its children after that. On SN111 it replaces the change that was pending for block 9,467,551, which will not apply then.
ValidatorDaturaSubnetsSN100, SN111
Between blocks 9,461,583 and 9,461,643
Validator Datura (5GP7…VCMi) scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,467,551 (~24h). Stake delegated to it there routes through its children after that.
ValidatorDaturaSubnetsSN111
Between blocks 9,460,322 and 9,460,383View subnet →
Validator Kiln (5F7d…r6LW) scheduled a child-key change on SN111
Validator hotkey 5F7dvCS7mdzJU4o9bAUx4LPgpF3XeMM1XEz9nVqVNga9r6LW announced new child keys on SN111, applying at block 9,464,495 (~24h). Stake delegated to it there routes through its children after that.
ValidatorKilnSubnetsSN111
Between blocks 9,457,285 and 9,457,345View subnet →
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Validator 5EqY…oaUf scheduled a child-key change on SN111
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN111, applying at block 9,464,498 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN111
Between blocks 9,457,285 and 9,457,345View subnet →
Validator 01Lamida, Inc. (5CqR…b9Ed) scheduled a child-key change on SN111
Validator hotkey 5CqRMuYSSqYkSa8AM3VawVfdyUhyBufyesvvgh3vCgaGb9Ed announced new child keys on SN111, applying at block 9,464,029 (~24h). Stake delegated to it there routes through its children after that.
Validator01Lamida, Inc.SubnetsSN111
Between blocks 9,456,805 and 9,456,865View subnet →
Claims 111@DeSciClaims22,706 UK adults who do not exercise wore wrist trackers. Those whose trackers recorded four minutes of vigorous movement a day were diagnosed 36% less often with type 2 diabetes over 8 years. But the study does not establish causality. This paper went through Claims last week. The record includes 17 adjudicated claims, each tied to its evidence. Each person wore the tracker for a week. Software read the raw signal and picked out bursts of vigorous movement lasting a minute or less, the kind that come from climbing stairs or walking briskly to the shop. The diagnoses came from digital health records: 665 of the 22,706 developed type 2 diabetes. Nobody was asked to move more. The trackers recorded what people already did. But people who move briskly through their day may differ from those who do not in ways no model captures. The researchers, Emmanuel Stamatakis' group at the University of Sydney's Charles Perkins Centre @CPC_usyd, name a second caveat themselves: prediabetes that nobody had diagnosed when the study began. They tested both. They left out anyone diagnosed in the first 2 years, then re-ran the numbers without people in poor health. The link held. They still write that an observational study "cannot provide definitive evidence of the causality of the observed associations". #MedTwitter Chong et al. (2026), Diabetes Care. doi.org/10.2337/dc25-3018
Linkdoi.orgdoi.org/10.2337/dc25-3018Claims 111@DeSciClaimsA 33-page manuscript, condensed into 17 claims a model can reason over, each tied to its evidence. Here is an example of what the miners found: "It would take a hidden factor of moderate strength to erase the link (E-values 1.78 to 2.05)." Evidence: "a moderate degree of unmeasured confounding would be required to nullify the observed associations" "given the observational design, our findings cannot provide definitive evidence of the causality of the observed associations" Our reference carried the authors' caveat but not the number. 4 of the 10 miners caught it.
Claims 111@DeSciClaimsMore from the record: Counting bursts gave the same picture. People at about 10 a day were diagnosed 36% less often than people at none. The link levels off at about 8 minutes a day. Moderate effort showed a link too. It weakened once body weight and blood markers were added to the model. The 22,706 were UK Biobank volunteers, 99.1% White, average age 62. Funding was public. Two authors have paid or equity ties to companies whose services relate to physical activity or exercise.
Validator Datura (5GP7…VCMi) re-scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,459,516 (~24h). Stake delegated to it there routes through its children after that. On SN111 it replaces the change that was pending for block 9,458,411, which will not apply then.
ValidatorDaturaSubnetsSN111
Between blocks 9,452,314 and 9,452,376View subnet →
Validator Datura (5GP7…VCMi) scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,458,411 (~24h). Stake delegated to it there routes through its children after that.
ValidatorDaturaSubnetsSN111
Between blocks 9,451,160 and 9,451,223View subnet →
Validator Kiln (5F7d…r6LW) scheduled a child-key change on 2 subnets
Validator hotkey 5F7dvCS7mdzJU4o9bAUx4LPgpF3XeMM1XEz9nVqVNga9r6LW announced new child keys on SN44, SN111, applying at block 9,456,995 (~24h). Stake delegated to it there routes through its children after that.
ValidatorKilnSubnetsSN44, SN111
Between blocks 9,449,776 and 9,449,893
Validator 5EqY…oaUf scheduled a child-key change on SN111
Validator hotkey 5EqYdsxW1EYfb7PdJrazCYd1JuunqhABtHSWKh34jPbQoaUf announced new child keys on SN111, applying at block 9,456,998 (~24h). Stake delegated to it there routes through its children after that.
Validator5EqYds…bQoaUfSubnetsSN111
Between blocks 9,449,776 and 9,449,893View subnet →
An Interview With Claims (SN111) on Scaling Scientific Data, Miner Competition, and Commercial Revenue
Claims (SN111) CEO Philipp Koellinger discusses its new mining competition, 10–100x scaling plans, Zils partnership, enterprise pricing, and 2027 revenue targets. [...] The post An Interview With Claims (SN111) on Scaling Scientific Data, Miner Competition, and Commercial Revenue appeared first on The TAO Daily.
The TAO Dailysource ↗
Claims 111@DeSciClaimsIn this interview, @PKoellinger talks about - the business model of Claims - how we'll make revenue - how we're scaling production by 10-100x - how important data sovereignty is for our clients
Quoting @bitstarterAI
Validator 01Lamida, Inc. (5CqR…b9Ed) scheduled a child-key change on 2 subnets
Validator hotkey 5CqRMuYSSqYkSa8AM3VawVfdyUhyBufyesvvgh3vCgaGb9Ed announced new child keys on SN2, SN111, applying at block 9,453,178 (~24h). Stake delegated to it there routes through its children after that.
Validator01Lamida, Inc.SubnetsSN2, SN111
Between blocks 9,445,937 and 9,445,998
Validator Datura (5GP7…VCMi) re-scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,450,845 (~24h). Stake delegated to it there routes through its children after that. On SN111 it replaces the change that was pending for block 9,449,548, which will not apply then.
ValidatorDaturaSubnetsSN111
Between blocks 9,443,629 and 9,443,689View subnet →
Validator Datura (5GP7…VCMi) scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,449,548 (~24h). Stake delegated to it there routes through its children after that.
ValidatorDaturaSubnetsSN111
Between blocks 9,442,322 and 9,442,382View subnet →
Claims 111@DeSciClaimsCheck out Philipp's latest article about Claims: linkedin.com/pulse/claims-philipp-koellinger-ta… via @LinkedIn
Linklinkedin.comlinkedin.com/pulse/claims-philipp-koellinger-tamneClaims 111@DeSciClaimsPlease apply via this form: airtable.com/appZKkV7FT7eYBhKI/shrjJ3jYfxZjsNckR
Linkairtable.comairtable.com/appZKkV7FT7eYBhKI/shrjJ3jYfxZjsNckRValidator Datura (5GP7…VCMi) re-scheduled a child-key change on SN111
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN111, applying at block 9,441,587 (~24h). Stake delegated to it there routes through its children after that. On SN111 it replaces the change that was pending for block 9,441,428, which will not apply then.
ValidatorDaturaSubnetsSN111
Between blocks 9,434,353 and 9,434,414View subnet →
Validator Datura (5GP7…VCMi) scheduled a child-key change on 3 subnets
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN70, SN111, SN123, applying at block 9,441,428 (~24h). Stake delegated to it there routes through its children after that.
ValidatorDaturaSubnetsSN70, SN111, SN123
Between blocks 9,434,172 and 9,434,234
Claims 111@DeSciClaims💰 We're hiring a software engineer! 🌍 We are a fully remote team. 🎯 We have a flat hierarchy and move fast towards clearly defined goals. 🧑🎓 We think deep, don't shy away from difficult problems or conversations, and we ship relentlessly. 💻 The code you will write will run on a live network within your first week, and you own real things from day one. 👉 remoteok.com/remote-jobs/remote-software-engine…
Linkremoteok.comremoteok.com/remote-jobs/remote-software-engineer-claims-1137685Validator Datura (5GP7…VCMi) re-scheduled a child-key change on 2 subnets
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN24, SN111, applying at block 9,434,118 (~24h). Stake delegated to it there routes through its children after that. It replaces the changes that were pending on SN24 (block 9,433,960) and SN111 (block 9,433,013), which will not apply then.
ValidatorDaturaSubnetsSN24, SN111
Between blocks 9,426,914 and 9,426,980
Validator Datura (5GP7…VCMi) scheduled a child-key change on 2 subnets
Validator hotkey 5GP7c3fFazW9GXK8Up3qgu2DJBk8inu4aK9TZy3RuoSWVCMi announced new child keys on SN24, SN111, applying at block 9,433,013 (~24h). Stake delegated to it there routes through its children after that. On SN24 it replaces the change that was pending for block 9,432,854, which will not apply then.
ValidatorDaturaSubnetsSN24, SN111
Between blocks 9,425,784 and 9,425,845
Claims 111@DeSciClaimsScaling our data production requires spending tokens efficiently. @zils_ai helps us to this with a custom decision model that handles the vast majority of easy adjuciation cases at much lower costs. Great working with Ken!
Quoting @zils_ai
We’re teaming up with @DeSciClaims to scale scientific claim review. Our pilot uses a custom decision model in their data pipeline: high-confidence calls go through automatically. Uncertain calls continue through their existing validation process. More labeled data. Same quality bar.