@Gaia_AI_ GaiaGaia posts on X about bittensor, decentralized, $tao, tao the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.
Social category influence cryptocurrencies social networks finance technology brands stocks travel destinations countries
Social topic influence bittensor, decentralized, $tao, tao, $sn57, discord, has been, in the, odds, the world
Top assets mentioned Bittensor (TAO) Gaia (SN57) Microsoft Corp. (MSFT) Alpha Technology Group Limited (ATGL) BTCS Inc. (BTCS)
Top posts by engagements in the last [--] hours
"Hamsters $HAMS is the most undervalued meme in crypto. The new dev (Blueprint) controls $1.5m+ of dev/marketing funds. The marketcap is $1.65m. Blueprint is launching the most mass-market marketable online casino in history. $HAMS holders get tax + casino rev share. Insane"
X Link 2023-08-08T14:10Z [--] followers, [---] engagements
"$HAMS floor is $0.20. The floor is concrete. Between the new dev and myself we can buy the entire marketcap here. A fully fledged casino w/ racing hamsters. Tax / rev share to all holders. Look at $RBL and imagine the possible"
X Link 2023-08-10T13:56Z [--] followers, [--] engagements
"Few understand"
X Link 2023-08-23T13:09Z [--] followers, [---] engagements
"Getting started π₯ Gaia is a resource intensive subnet. Competition will be tough but rewarding. Please view our GitHub for mining and validating startup guides. https://github.com/Nickel5-Inc/Gaia https://github.com/Nickel5-Inc/Gaia https://github.com/Nickel5-Inc/Gaia https://github.com/Nickel5-Inc/Gaia"
X Link 2024-12-02T21:12Z [---] followers, [---] engagements
"Be a part of our world π Twitter X @Gaia_AI_ Discord :: Official SN57 :: Discord :: Gaia :: Our Team @Nickel5_ https://www.nickel5.com https://discord.gg/BzeAQXs5yH https://discord.gg/bittensor https://www.nickel5.com https://discord.gg/BzeAQXs5yH https://discord.gg/bittensor https://www.nickel5.com https://discord.gg/BzeAQXs5yH https://discord.gg/bittensor https://www.nickel5.com https://discord.gg/BzeAQXs5yH https://discord.gg/bittensor"
X Link 2024-12-02T21:12Z [---] followers, [---] engagements
"GAIA 1.0.1 Hotfix Soil Task - Fixed timestep windows not correctly querying miners. - Fixed storage of miner predictions with proper task_id and miner mapping. - Fixed scoring system to properly evaluate predictions against ground truth. - Implemented proper cleanup of temporary files. - Aligned scoring delay with 3-day validation window. - Added S3 Copernicus DEM elevation data backup. Weight Setting - Added logic to skip weight setting when no valid scores are available. - Implemented [---] total weight distribution when only one task has scores. - Fixed weight setting frequency to wait 300"
X Link 2024-12-07T14:10Z [---] followers, [---] engagements
"The Heart of GAIA π 10/10 https://gaiaresearch.ai https://gaiaresearch.ai"
X Link 2024-12-13T13:45Z [---] followers, [--] engagements
"Dig deep into our Soil Moisture Models with the newly published Substack article π± https://nickel5.substack.com/p/global-soil-moisture-models https://nickel5.substack.com/p/global-soil-moisture-models https://nickel5.substack.com/p/global-soil-moisture-models https://nickel5.substack.com/p/global-soil-moisture-models"
X Link 2024-12-15T20:03Z [---] followers, [---] engagements
"And get your hands dirty in our Discords π¨πΎ - SN57 channel in the official #Bittensor server. - Our very own server https://discord.gg/rnqJhQab3y https://discord.gg/rnqJhQab3y"
X Link 2024-12-15T20:03Z [---] followers, [--] engagements
"- Data is beauty. #Bittensor is beautiful - 1/5 https://www.gaiaresearch.ai/data https://www.gaiaresearch.ai/data"
X Link 2024-12-17T13:00Z [---] followers, [---] engagements
"GAIA is revolutionizing how businesses leverage geospatial data by transforming cutting edge academic research into actionable insights. Our platform bridges the gap between complex geospatial expert models and real-world applications empowering industries like agriculture risk management and logistics to make smarter data-driven decisions. At the heart of GAIA is our vision for a "mixture of experts platform" - a seamless integration of outputs from specialized models into meaningful business-ready intelligence. We're starting off with Soil Moisture Forecasting and Geomagnetic (DST)"
X Link 2024-12-18T14:00Z [---] followers, [---] engagements
"GAIA is primed to grow π± and make more positive connections π§² within Bittensor and beyond Join our world SN57 @Gaia_AI_ https://discord.gg/BzeAQXs5yH https://gaiaresearch.ai @TAOTemplar Would be great if people could dig up and share the websites from each of these projects and promote them (in response to we dont have a front end) https://discord.gg/BzeAQXs5yH https://gaiaresearch.ai @TAOTemplar Would be great if people could dig up and share the websites from each of these projects and promote them (in response to we dont have a front end)"
X Link 2024-12-29T16:30Z [---] followers, [---] engagements
"Predicting geomagnetic disturbances with precision has become and continues to become increasingly important. GAIA (SN57) on Bittensor has a Geomagnetic Dst task with the goal to collaborate with the community and achieve state-of-the-art (SOTA) predictions. The current geomag_basemodel stands as a promising contender for a starting point. With targeted innovations such as real-time solar wind integration and advanced machine learning technique theres a clear path for the geomag_basemodel to surpass benchmark performance and emerge as an industry leader π§² Read our latest Substack article to"
X Link 2024-12-30T13:15Z [----] followers, [---] engagements
"GAIA 1.0.2 Update πFiber 2.1.0 π CR3 π Bug fixes π Stability improvements More details available in SN57 channel in the official Bittensor Discord and our Discord Special shoutout to @namoray_dev/@rayon_labs for Fiber assisting visionary creators building on Bittensor https://github.com/rayonlabs/fiber https://discord.gg/rnqJhQab3y https://discord.gg/rnqJhQab3y https://github.com/rayonlabs/fiber https://discord.gg/rnqJhQab3y https://discord.gg/rnqJhQab3y"
X Link 2025-01-08T14:00Z [----] followers, [---] engagements
"@Nickel5_ @const_reborn @badenglishtea @opentensor @NextPlace_AI If you would like to have more information before Novelty Search listen to this recent podcast with @VenturaLabs https://x.com/VenturaLabs/status/1878842222583664754 Ventura Labs Ep. [--] - GAIA Team: Future of Geospatial Data on Bittensor Gabriel Steven and Noah Are the Developers of GAIA (@Gaia_AI_) Timestamps: 2:46 - Introduction 3:28 - GAIAs Geospatial Vision Begins 7:30 - Roles and Responsibilities in GAIA 14:02 - The Grand Vision of https://t.co/ftuBrpOVKf https://x.com/VenturaLabs/status/1878842222583664754 Ventura Labs Ep."
X Link 2025-01-14T23:31Z [---] followers, [--] engagements
"GAIA ππ Bittensor"
X Link 2025-01-16T14:00Z [---] followers, [----] engagements
"You have [---] hours to read up on SN57 before our showcase; links below"
X Link 2025-01-16T19:33Z [----] followers, [---] engagements
"GAIA 1.1.0 Update Database Refactor: Improvements to connection handling sessions transactions for stability. - Solved an issue leading to freezes in the validator application. De-registration Logic: Improved reliability in de-registration handling. Website / Dashboard API: Added APIs to communicate with the Gaia website the team validator will now send miner data to our server for visualizations. - Dashboard coming soon Scoring: Shifted to generalized logarithmic curve for weight distribution. - Soil Task scores -- 80% towards RMSE 20% towards SSIM6. -- 0% towards surface 40% towards"
X Link 2025-01-27T13:45Z [---] followers, [---] engagements
"GAIA (SN57) is an innovative platform designed to bridge the gap between small expert models and an all-encompassing foundational geospatial model. GAIA leverages the principles of open-source collaboration and distributed computing to create a scalable modular system. By fostering community-driven contributions and utilizing a decentralized architecture SN57 aims to evolve continuously growing its capabilities and utility over time. The vision for GAIA is ambitious yet grounded in practicality. It recognizes the need for distributed contribution at scale and aims to establish a foundational"
X Link 2025-02-03T14:30Z [----] followers, [---] engagements
"SN57's past present and future Earth Map π https://www.gaiaresearch.ai https://www.gaiaresearch.ai https://www.gaiaresearch.ai https://www.gaiaresearch.ai"
X Link 2025-02-17T15:10Z [----] followers, [---] engagements
"GAIA's vision is ambitious yet grounded in practicality. It recognizes the need for distributed contribution at scale and aims to establish a foundational framework to catalyze progress. In doing so SN57 sets the stage for a new era of geospatial intelligence empowering industries governments and individuals with the tools to unlock the full potential of geospatial data. https://www.gaiaresearch.ai/ https://www.gaiaresearch.ai/"
X Link 2025-02-20T14:00Z [----] followers, [---] engagements
"SN57 π Update We are thrilled to announce that the European Geosciences Union (@EuroGeosciences) has accepted both abstracts submitted by the GAIA team for presentation at #EGU25 (link below). Congratulations to our team for their pioneering work on -- Enhancing Soil Moisture Prediction with Data-Driven Models: A Global Perspective and Harnessing AI and Decentralized Networks for Next-Generation Geophysical Forecasting. We look forward to contributing to the global dialogue on these critical advancements"
X Link 2025-02-24T13:45Z [----] followers, [----] engagements
"GAIA Follow-up EGU #EGU25 is the largest geosciences conference in the world The European Geosciences Union General Assembly has over 15K annual attendees all of whom are solving the most interesting and cutting edge challenges in the broad field of geoscience. At the conference we will get the chance to present the unique research that we are doing here at GAIA combining the power of incentive mechanisms and open source contribution with cutting edge geospatial science. We'll also have the opportunity to meet with many other scientists and we are hoping to come back from @EuroGeosciences"
X Link 2025-02-25T15:00Z [---] followers, [---] engagements
"SN57 π€ Bittensor GAIA thrives through soil it speaks Bittensor listens future seeks. Geomagnetic guides earth's gentle hand $TAO-gether they renew the land. https://www.gaiaresearch.ai/ https://www.gaiaresearch.ai/"
X Link 2025-03-04T14:00Z [----] followers, [---] engagements
"GAIA Update π Emission Control We are adjusting the emissions on our subnet to reduce alpha dilution. Many subnets have taken this step and we feel a need to respond accordingly. We recognize that mining with the base model neither aligns with our strategic goals nor creates value; as a result we will soon implement a 50% reduction in emissions for those Miners. The redirected funds will be managed through a designated key that we control ensuring security and transparency. These funds will be held until a chain-level recycle feature is implemented or alternatively they may be utilized to"
X Link 2025-03-05T15:41Z [---] followers, [---] engagements
"Learn about GAIA π Whitepaper π€ Soil Moisture π± Geomagnetic Storms π§² https://tinyurl.com/1234gaia https://tinyurl.com/123gaia https://www.gaiaresearch.ai/whitepaper https://tinyurl.com/1234gaia https://tinyurl.com/123gaia https://www.gaiaresearch.ai/whitepaper"
X Link 2025-03-06T14:30Z [---] followers, [---] engagements
"GAIA Hotfix v1.1.5 Weights Update Code Fixes & Adjustments: π Fine-tuned weight redistribution logic to ensure below-median Miners are impacted first while keeping top Miners unaffected. π Dynamic adjustment mechanism added The system automatically scales based on available weight. π€ Clamping introduced to prevent negative weights and ensure smooth emission flow. π€ Logging improvements Now clearly shows how much was taken from below-median Miners and adjustments made to maintain balance"
X Link 2025-03-07T15:30Z [---] followers, [---] engagements
"Update β£ Emissions Control We are rolling back the below-median emissions control. Instead we will be tweaking scoring on the two existing tasks in the next patch (any moment now). The primary objective of these tasks is to develop enhanced predictive models that generate useful data. To better align with this goal Miners must demonstrate improved accuracy compared to the baseline models in order to receive scores. We acknowledge that this significantly raises the challenge. However we believe this approach will guarantee that diligent Miners are rewarded for their hard work and innovative"
X Link 2025-03-11T13:45Z [---] followers, [---] engagements
"Thanks for the support More information about our overall vision revenue generation intentions and communication with the team can be found in our private Discord server and in our SN57 channel in Bittensor's Discord. We also have done pretty recent podcast - https://x.com/VenturaLabs/status/1878842222583664754 https://discord.gg/rnqJhQab3y https://discord.gg/rnqJhQab3y https://x.com/VenturaLabs/status/1878842222583664754 https://discord.gg/rnqJhQab3y https://discord.gg/rnqJhQab3y"
X Link 2025-03-11T14:22Z [----] followers, [--] engagements
"Roadmap πΊ Update Global Weather β On the horizon: - Prediction Task. - Leveraging decentralized AI for high-accuracy weather forecasting. - Independent weather forecasting capabilities powered by a global decentralized network. AI-Agent π€ Just around the corner: - Tool. - Developing an autonomous AI agent to enhance data retrieval model efficiency and task automation. Earth Map π https://www.gaiaresearch.ai/ https://www.gaiaresearch.ai/"
X Link 2025-03-14T13:00Z [---] followers, [----] engagements
"@jasonteitelbaum Thanks"
X Link 2025-03-14T18:23Z [---] followers, [---] engagements
"SN57 π Website β¨ Update GIAI's world is your oyster https://www.gaiaresearch.ai/predictions https://www.gaiaresearch.ai/predictions"
X Link 2025-03-17T12:45Z [----] followers, [---] engagements
"GAIA 1.1.6 Update Summary Miners only get scores if they have a higher accuracy than the baseline models. Validators will run baseline models and compare scores to miner predictions. π§² Geomagnetic task Miners must do better than [----] accuracy to get scored or better than the baseline model if its accuracy is better than [----]. π± Soil task Miners must have a better score (lower error) than the baseline model. Score threshold is looser if the base model has an excellent score. This change adds more pressure to developing better models and will increase our data quality"
X Link 2025-03-18T13:15Z [---] followers, [---] engagements
"GAIA π« On the go The SN57 team is roughly one month away from #EGU25 We can't wait to present our abstracts to our comrades @EuroGeosciences and introduce Bittensor to a wider audience in Vienna π SN57 π Update We are thrilled to announce that the European Geosciences Union (@EuroGeosciences) has accepted both abstracts submitted by the GAIA team for presentation at #EGU25 (link below). Congratulations to our team for their pioneering work on -- Enhancing Soil https://t.co/aSLLLzN8L5 SN57 π Update We are thrilled to announce that the European Geosciences Union (@EuroGeosciences) has"
X Link 2025-03-27T14:30Z [----] followers, [---] engagements
"New π° Article Please enjoy SN57's newest Substack article on the recently released Data Portal and Prediction Center https://tinyurl.com/GAIAsubst https://tinyurl.com/GAIAsubst https://tinyurl.com/GAIAsubst https://tinyurl.com/GAIAsubst"
X Link 2025-03-31T14:45Z [----] followers, [----] engagements
"@AgentShroom @JosephJacks_ There is NOT π We could run sims but that wouldnt be based on ground truth. https://www.usgs.gov/faqs/can-you-predict-earthquakes https://www.usgs.gov/faqs/can-you-predict-earthquakes"
X Link 2025-04-06T16:33Z [---] followers, [--] engagements
"Float along with us πΆ Website: GitHub: Discord: Subnet channel [--] in official Bittensor and our own server https://discord.gg/rnqJhQab3y https://github.com/Nickel5-Inc/Gaia https://www.gaiaresearch.ai https://discord.gg/rnqJhQab3y https://github.com/Nickel5-Inc/Gaia https://www.gaiaresearch.ai https://discord.gg/rnqJhQab3y https://github.com/Nickel5-Inc/Gaia https://www.gaiaresearch.ai https://discord.gg/rnqJhQab3y https://github.com/Nickel5-Inc/Gaia https://www.gaiaresearch.ai"
X Link 2025-04-07T14:43Z [---] followers, [---] engagements
"The recent layoffs at @NOAA and @NWS are incredibly disheartening. These institutions are filled with passionate talented scientists whose work is critical to understanding and protecting our planet. If you or someone you know has been impacted and is looking for a new direction consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can continue to apply their expertise contribute to open data ecosystems and build"
X Link 2025-04-07T16:18Z [---] followers, [--] engagements
"The recent layoffs at @NOAA and @NWS are incredibly disheartening. These institutions are filled with passionate talented scientists whose work is critical to understanding and protecting our planet. If you or someone you know has been impacted and is looking for a new direction consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can continue to apply their expertise contribute to open data ecosystems and build"
X Link 2025-04-07T16:19Z [---] followers, [--] engagements
"The recent layoffs at @NOAA and @NWS are incredibly disheartening. These institutions are filled with passionate talented scientists whose work is critical to understanding and protecting our planet. If you or someone you know has been impacted and is looking for a new direction consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can continue to apply their expertise contribute to open data ecosystems and build"
X Link 2025-04-07T16:19Z [---] followers, [--] engagements
"The recent layoffs at @NOAA and @NWS are incredibly disheartening. These institutions are filled with passionate talented scientists whose work is critical to understanding and protecting our planet. If you or someone you know has been impacted and is looking for a new direction consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can continue to apply their expertise contribute to open data ecosystems and build"
X Link 2025-04-09T15:35Z [---] followers, [--] engagements
"The recent layoffs at @NOAA and @NWS are incredibly disheartening. These institutions are filled with passionate talented scientists whose work is critical to understanding and protecting our planet. If you or someone you know has been impacted and is looking for a new direction consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can continue to apply their expertise contribute to open data ecosystems and build"
X Link 2025-04-09T15:37Z [---] followers, [--] engagements
"The recent layoffs at @NOAA and @NWS are incredibly disheartening. These institutions are filled with passionate talented scientists whose work is critical to understanding and protecting our planet. If you or someone you know has been impacted and is looking for a new direction consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can continue to apply their expertise contribute to open data ecosystems and build"
X Link 2025-04-09T15:38Z [---] followers, [--] engagements
"The recent layoffs at @NOAA and @NWS are incredibly disheartening. These institutions are filled with passionate talented scientists whose work is critical to understanding and protecting our planet. If you or someone you know has been impacted and is looking for a new direction consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can continue to apply their expertise contribute to open data ecosystems and build"
X Link 2025-04-09T15:39Z [---] followers, [--] engagements
"@KeithSingery Thank you for the support π"
X Link 2025-04-10T14:30Z [---] followers, [--] engagements
"Soil Moisture data is crucial for applications in agriculture hydrology and climate modeling. Understanding both surface and root zone moisture levels supports effective crop management drought resilience and water cycle modeling. Soil Moisture content can directly impact plant growth water availability and regional weather patterns. Miners are tasked with running inference on randomly selected 100km square regions from a global H3 map generating soil moisture predictions for both surface and root zone layers. For each region the model receives the most recent data from Sentinel-2 ERA5 and"
X Link 2025-04-15T13:15Z [---] followers, [----] engagements
"GAIA πΆ Good vibes #EGU25 Day [--] Report: She blinded us with science"
X Link 2025-04-30T14:45Z [---] followers, [---] engagements
"π The @realDonaldTrump/@POTUS administration's budget cuts and layoffs at the @NWS and @NOAA have raised concerns about diminished forecasting capabilities and public safety risks especially during this upcoming potentially severe hurricane season. GAIA's Weather Task can't come soon enough https://www.cnn.com/2025/05/02/weather/nws-forecasting-layoffs-trump https://www.cnn.com/2025/05/02/weather/nws-forecasting-layoffs-trump"
X Link 2025-05-02T17:17Z [---] followers, [---] engagements
"@cryptokin7 Please consider Subnet [--] π https://www.gaiaresearch.ai https://www.gaiaresearch.ai"
X Link 2025-05-05T17:08Z [----] followers, [---] engagements
"If you build it π§± they will come Data point by data point model by model task by task; were not just building GAIA were laying the groundwork for an open-source planetary AI utilizing the best and brightest citizen scientists in Bittensor and beyond"
X Link 2025-05-07T01:36Z [---] followers, [---] engagements
"GAIA π Goals π Globe After weathering last weeks Bittensor chain disruption the team is now sailing under clear skies toward the Weather Task launch with some day one goals: - Democratize global weather access. - Deliver accurate [---] day forecast data to compete with leading providers. - Forecast globally fine tune locally. - Incentivize. By incentivizing open science and innovation in forecasting we move toward a future of unprecedented understanding of our world"
X Link 2025-05-26T13:30Z [---] followers, [---] engagements
"GAIA π
Countdown Weather Task: Final checklist β Fast β
Open β Global β
Resilient β Distributed β
AI-powered β Decentralized β
Utilizes Bittensor β Improved by Miners β
Validated by real data https://www.gaiaresearch.ai/weather https://www.gaiaresearch.ai/weather https://www.gaiaresearch.ai/weather https://www.gaiaresearch.ai/weather"
X Link 2025-05-27T15:30Z [---] followers, [----] engagements
"GAIA Hash Rate We are thrilled for today's discussion with @markjeffrey regarding Subnet [--] the new Weather Task and more Mark Jeffrey is a seasoned entrepreneur early crypto pioneer and thought leader whose insights have shaped the space since $BTC's early days. Hes founded and sold successful tech companies authored best-selling books and collaborated with industry leaders. His podcast Hash Rate has become a trusted source for spotting breakout projects early -- such as $ETH and $TAO. In the last [---] years Mark has been one of Bittensor's most vocal supporters revered public figures and"
X Link 2025-06-03T13:25Z [----] followers, [----] engagements
"@heather11666 @Nickel5_ Happy to answer but we don't understand your question please elaborate"
X Link 2025-06-16T14:26Z [---] followers, [--] engagements
"GAIA π¨ Urgency before emergency Accurate weather forecasting is more than a convenience its a global necessity. Every year extreme weather events cause over $250 billion in economic losses worldwide and the frequency and severity of these events are only increasing with climate change. Yet the infrastructure powering our forecasts is strained expensive and under pressure. Traditional numerical weather prediction (NWP) systems require supercomputers costing tens of millions of dollars consuming massive energy resources and offering limited flexibility for rapid iteration or global deployment."
X Link 2025-06-19T11:45Z [---] followers, [----] engagements
"Getting to know π¨ GAIA In case you missed it we recently joined @markjeffrey on his Hash Rate show to dive into the newly launched Weather Task Our discussion covered Bittensor geospatial AI how AI models predict weather patterns TAM and much more. As our Weather data continues to grow were looking forward to connecting with other Bittensor-focused media platforms and community podcasts. Do you have a suggestion for us Please let us know https://x.com/markjeffrey/status/1930064114128396719 https://x.com/markjeffrey/status/1930064114128396719"
X Link 2025-06-24T12:30Z [---] followers, [---] engagements
"Interesting read We have future plans to develop weather-informed economic models for energy logistics and insurance but our current focus is on providing the highest-quality input data for the experts and institutions already building these models. As the BIS paper highlights credible weather and climate data is critical for managing systemic risk and thats going to be very important to us in the future"
X Link 2025-07-07T14:45Z [---] followers, [--] engagements
"GAIA π₯ Partners in time We are deeply inspired and emboldened by the recent wave of conversations calls and collaborative sessions we've been having with weather scientists application developers climatology researchers satellite data engineers and AI forecasting teams from around the globe These talks (whether formal interactions or informal chats) have given us a clear signal: what we're building with GAIA matters beyond Bittensor. Subnet [--] isnt just for the $TAO network. Its for the world. And while were focused on getting it right here first real-world collaborations are already taking"
X Link 2025-07-17T12:00Z [----] followers, [---] engagements
"$TAO community outreach π€"
X Link 2025-07-24T15:11Z [----] followers, [--] engagements
"GAIA π Staying up-to-date The core validator has been completely re-architected for maximum speed stability and resilience. We've streamlined the weather pipeline into a clean three-step flow: GFS timestep inference scoreeliminating unnecessary complexity and reducing failure points. Miners are now processed individually rather than in batches allowing for faster throughput and improved fault isolation across the board. A brand new job queue system powers the entire forecasting engine driven by a dedicated state manager and multiprocess workers. The system now scales massively utilizing"
X Link 2025-09-02T11:45Z [----] followers, [----] engagements
"Welcome to the world Gaia π Subnet [--] is the platform for geospatial inference tasks on #Bittensor. The core goal of Gaia is to create a modular platform for chaining tasks together aggregating outputs and building useful actionable information from small expert geospatial models. Dive deeper into our vision https://www.gaiaresearch.ai/whitepaper https://www.gaiaresearch.ai https://www.gaiaresearch.ai https://www.gaiaresearch.ai/whitepaper https://www.gaiaresearch.ai https://www.gaiaresearch.ai"
X Link 2024-12-02T21:12Z [----] followers, [----] engagements
"We also wish to express our gratitude to the dedicated followers supporters and Miners of SN57. Your commitment to our objectives has been essential. Furthermore our thanks to Bittensor for providing the furtile soil for us to grow and flourish in. Together we continue to advance critical scientific frontiers utilizing open-source decentralized AI and ML. π± https://www.gaiaresearch.ai/ https://www.egu25.eu/ https://www.gaiaresearch.ai/ https://www.egu25.eu/"
X Link 2025-02-24T13:45Z [----] followers, [---] engagements
"GAIA β Miners We are still incredibly honored to attend #EGU25 (@EuroGeosciences) following the acceptance of not one but two of our abstracts The first abstract will be a general presentation on how Subnet [--] is leveraging Bittensor and decentralization to accelerate geospatial research in several categories. The second will cover a deep dive into our soil moisture model and miner competitions to improve it; highlighting how we have created a general global model for soil moisture prediction. We'd like to give a special shout-out to our top Miners who have played a pivotal part in"
X Link 2025-02-26T14:30Z [----] followers, [---] engagements
"@afreedma The GAIA team is currently hard at work on an all-new weather task.and we believe that our Subnet [--] on Bittensor can help fill the gap that is going to be left here"
X Link 2025-03-05T17:22Z [----] followers, [---] engagements
"@HollandParkFund @const_reborn Subnet [--] is close to launching a weather prediction task already Follow along here and in Discord to learn more https://x.com/Gaia_AI_/status/1900532368592576959 Roadmap πΊ Update Global Weather β On the horizon: - Prediction Task. - Leveraging decentralized AI for high-accuracy weather forecasting. - Independent weather forecasting capabilities powered by a global decentralized network. AI-Agent π€ Just around the corner: https://t.co/qOD2goUTG5 https://x.com/Gaia_AI_/status/1900532368592576959 Roadmap πΊ Update Global Weather β On the horizon: - Prediction"
X Link 2025-03-19T14:10Z [----] followers, [---] engagements
"Subnet [--] π + incoming weather task https://www.gaiaresearch.ai/ https://www.gaiaresearch.ai/"
X Link 2025-04-04T14:00Z [----] followers, 11.1K engagements
"If you want more accurate weather patterns consider exploring Bittensors subnet [--] GAIA. GAIA is a decentralized network focused on weather climate and geospatial intelligence. It offers an innovative incentivized environment where researchers hobbyists and scientists can apply their expertise contribute to open data ecosystems and build cutting-edge models. Whether you specialize in meteorology atmospheric science soil moisture geomagnetic storms GIS or climate modeling GAIA provides a rewarding ecosystem to hone your craft and make meaningful contributions outside of traditional"
X Link 2025-04-04T23:32Z [----] followers, [--] engagements
"GAIA π Today The team is grateful for the support and the new community members engaging with Subnet [--] We are excited to continue updating improving and sharing the positive impact we will have on the world we all share. We have lots of features and exciting opportunities just around the riverbend: π¦ Weather task Collaborations π€ π± Website developments Presentation at #EGU25 π£ π All new visualizations and more https://twitter.com/i/web/status/1909255802533052599 https://twitter.com/i/web/status/1909255802533052599"
X Link 2025-04-07T14:43Z [----] followers, [----] engagements
"GAIA π€ Flourishing We wish to express our gratitude to the dedicated followers supporters and Miners of SN57. Your commitment to our objectives has been essential. Furthermore our thanks to Bittensor for providing the furtile soil for us to grow and flourish in. Together we continue to advance critical scientific frontiers utilizing open-source decentralized AI and ML. π· https://bittensor.com https://gaiaresearch.ai https://bittensor.com https://gaiaresearch.ai"
X Link 2025-04-09T14:00Z [----] followers, [----] engagements
"GAIA π¬ Morning One We spent our first morning session at #EGU25 talking to experts in the niche field of weather focused machine learning. This led to many valuable network connections for the future of Subnet [--]. In addition we got a ton of research ideas and positive feedback for the soon-to-be released Weather Task https://twitter.com/i/web/status/1916855226578903040 https://twitter.com/i/web/status/1916855226578903040"
X Link 2025-04-28T14:01Z [----] followers, [----] engagements
"GAIA π EGU: Day [--] Today's featured poster and model serve as a proof of concept for the application of Subnet [--] demonstrating whether the Soil Moisture Task holds up scientifically on its own and evaluating how it may have been enhanced by external contributors. Of note - The head of soil moisture research at The International Centre for Water Resources and Global Change ICWRCG (@UNESCO) ECMWF and session convener absolutely loved GAIA π https://www.gaiaresearch.ai https://www.ecmwf.int https://www.gaiaresearch.ai https://www.ecmwf.int"
X Link 2025-04-29T16:30Z [----] followers, [----] engagements
"GAIA Growth Intelligence Over the past few months the number of Subnet [--] Miners working on the Soil Moisture Task has steadily grown and with it so has the accuracy of their models. We're seeing measurable improvements in predictive performance data coverage and scientific validity (as confirmed by our supporters at #EGU25). It's a powerful showcase of decentralized AI in action: open collaboration self-improvement and real-world impact https://twitter.com/i/web/status/1917953886700421421 https://twitter.com/i/web/status/1917953886700421421"
X Link 2025-05-01T14:46Z [----] followers, [----] engagements
"Soon GAIA (Subnet 57) and future scientific Bittensor subnets will either be mined by or hiring/entirely run by former U.S. government scientists https://www.scientificamerican.com/article/under-trump-national-science-foundation-cuts-off-all-funding-to-scientists/ https://www.scientificamerican.com/article/under-trump-national-science-foundation-cuts-off-all-funding-to-scientists/"
X Link 2025-05-03T13:10Z [----] followers, [----] engagements
"The GAIA boys are buzzing on our way back home after a powerful week in Vienna Austria for the European Geosciences Union General Assembly [----] It is now abundantly clear how perfect the Bittensor ecosystem is for Subnet [--] as we scale our tasks data accuracy team and value in [----] π Here is a teaser of what we presented while at #EGU25 'Harnessing AI and Decentralized Networks For Next-Generation Geophysical Forecasting' https://twitter.com/i/web/status/1919376532663144646 https://twitter.com/i/web/status/1919376532663144646"
X Link 2025-05-05T13:00Z [----] followers, [----] engagements
"GAIA π« Bittensor Subnet [--] is scaling up to handle massive data volumes with our Weather Task. π Each Miner is expected to generate between [--] - 20GB of new forecast data daily plus store it for [--] days π€ The overall task will produce up to 2TB of data for each forecast run. Validators need to stream all of this data to score it but we dont want them to have to store terabytes of data daily. How do we get around this Keep the data hosted on the Miners π Using a sophisticated hashing and message signing handshake we're able to prove that the Miner generated forecasts haven't changed by the"
X Link 2025-05-14T11:30Z [----] followers, [----] engagements
"@heather11666 We are not affiliated or involved with $GAIA in any way"
X Link 2025-05-14T13:00Z [----] followers, [--] engagements
"GAIA π Weather: Coming Soon As we approach the launch of one of the most ambitious projects ever attempted on a Bittensor subnet (Subnet 57's Weather Task) we are proud to share a sneak peek of our brand new 3D Globe visualization. Our 3D Globe will bring GAIA's Weather Task data to life providing real-time dynamic visualizations directly on our website To start the globe will display seven different atmospheric and surface variables including: - 2m Temperature - Mean Sea Level Pressure - 10m Wind - Temperature Anomaly (Aloft) - Specific Humidity (Aloft) - Upper-Level Wind - [---] hPa"
X Link 2025-05-16T15:08Z [----] followers, [----] engagements
"Learn more about GAIA and our upcoming Weather Task in the official Bittensor Discord channel (SN57) in our dedicated Discord server GitHub and from our website: π± π¬ π§ https://github.com/Nickel5-Inc/Gaia https://discord.gg/rnqJhQab3y https://www.gaiaresearch.ai/ https://github.com/Nickel5-Inc/Gaia https://discord.gg/rnqJhQab3y https://www.gaiaresearch.ai/ https://github.com/Nickel5-Inc/Gaia https://discord.gg/rnqJhQab3y https://www.gaiaresearch.ai/ https://github.com/Nickel5-Inc/Gaia https://discord.gg/rnqJhQab3y https://www.gaiaresearch.ai/"
X Link 2025-05-16T15:08Z [----] followers, [---] engagements
"GAIA π€ Data Universe Subnet [--] and Subnet [--] have partnered and both teams are enthusiastically collaborating on new integrations Follow along to see how. @Nickel5_ ππ€ @MacrocosmosAI Teamwork makes the dream work. This is the power of Bittensor. https://twitter.com/i/web/status/1924427317432258748 https://twitter.com/i/web/status/1924427317432258748"
X Link 2025-05-19T11:30Z [----] followers, [----] engagements
"GAIA's Guide to the Weather Task Get to know the largest project on Subnet [--] as it nears launch. https://www.gaiaresearch.ai/ https://twitter.com/i/web/status/1924812361405255750 https://www.gaiaresearch.ai/ https://www.gaiaresearch.ai/ https://twitter.com/i/web/status/1924812361405255750 https://www.gaiaresearch.ai/"
X Link 2025-05-20T13:00Z [----] followers, [---] engagements
"Website π» Update The latest addition to GAIA's website is our collaboration with Data Universe (Subnet 13). This Newsfeed utilizes their API to gather social posts directly onto a dedicated section of our homepage and platform. This is an automated way of keeping the community informed on Subnet 57's latest announcements research highlights and news - all in one place. π± https://www.gaiaresearch.ai https://www.gaiaresearch.ai"
X Link 2025-05-21T12:00Z [----] followers, [---] engagements
"GAIA π Launch Day Welcome to the world Weather Task"
X Link 2025-05-29T12:44Z [----] followers, 25.7K engagements
"Looking to the future π° The Weather Task will deliver highly accurate forecasts that rival leading data providers immediately. Beyond accuracy our key competitive advantage lies in cost-efficiency. We expect to significantly undercut existing providers while maintaining top-tier forecast quality The team has more to reveal on this topic in the near future"
X Link 2025-05-29T12:45Z [----] followers, [---] engagements
"π Join the world of GAIA Learn more and get started here: Website - GitHub - Substack - The team is always actively available for questions comments and feedback regarding Subnet [--]. We are happy to engage on: Discord - + our channel in the official Bittensor Discord. Twitter (@X) - @Gaia_AI_ Thank you for your interest and support π« The sun is shining the weather is sweet π https://discord.gg/rnqJhQab3y https://nickel5.substack.com/t/gaia https://github.com/Nickel5-Inc/Gaia https://www.gaiaresearch.ai/weather https://nickel5.substack.com/t/gaia https://github.com/Nickel5-Inc/Gaia"
X Link 2025-05-29T12:45Z [----] followers, [---] engagements
"GAIA π Video Subnet 57s Weather Task is taking the Bittensor community by storm Thank you for making yesterdays launch such a success. This short video was crafted by passionate supporters in collaboration with the GAIA team. Like it Give it a share to show your support GAIA π Launch Day Welcome to the world Weather Task https://t.co/XZuzhKMLZB GAIA π Launch Day Welcome to the world Weather Task https://t.co/XZuzhKMLZB"
X Link 2025-05-30T14:31Z [----] followers, [----] engagements
"GAIA π€ Data Universe Subnet [--] and Subnet [--] are partners. Currently SN [--] fetches social media posts based on GAIA's specified official username(s) in near real-time. Stay effortlessly up to date with GAIAs latest announcements like the newly released Weather Task; alongside research breakthroughs from our cracked Miners and team plus curated news from the world of geospatial data and weather forecasting. All in one place right on GAIAs website Both teams are enthusiastically collaborating on new integrations such as "ecosystem pulse" and "research & retrospective." Follow along to see this"
X Link 2025-06-01T12:55Z [----] followers, [----] engagements
"GAIA π Talking about the weather The team is excited to discuss the newly launched Weather Task this week on some Bittensor podcasts and platforms Have questions regarding Subnet [--] and our latest release Comment below π We can address them during the discussions or we will be sure to answer in our Discord server and channel. https://twitter.com/i/web/status/1929515845493088585 https://twitter.com/i/web/status/1929515845493088585"
X Link 2025-06-02T12:30Z [----] followers, [----] engagements
"GAIA π΅ TAM: Total Addressable Market The demand for weather intelligence is exploding and Subnet [--] sees a huge opening to serve it cheaper and faster. Decentralized weather as a public utility is a narrative with real economic teeth behind it. π A Massive Market Opportunity: Weather Data at Global Scale The global weather forecasting services market is on track to surpass $4 billion by [----] driven by critical demand across agriculture aviation logistics energy and more. These sectors depend on timely high-resolution forecasts to optimize operations and protect assets. π Surging Demand for"
X Link 2025-06-05T12:30Z [----] followers, [----] engagements
"Thank you for supporting Bittensor's Subnet [--] GAIA We were intentional in how we ideated built and launched the Weather Task -- taking the time needed to ensure our Miners and Validators are positioned for maximum impact and productivity. Weather plays a vital role in peoples lives influencing everything from culture and personal well-being to productivity operations travel and logistics. We built with that in mind. Also the timing is right. The current situation at @NOAA @NIST and @NWS is disheartening. These institutions are filled with passionate talented scientists whose work is critical"
X Link 2025-06-09T12:30Z [----] followers, [---] engagements
"GAIA π€ Bittensor From day one the GAIA team set out with ambitious goals and a clear vision for the Weather Task: to build the most immediately meaningful real-world utility on Bittensor (@opentensor). Subnet [--] isn't just about forecasting weather it's about shaping the future of open decentralized science. We have high expectations and our objectives are bold: Democratize access to global weather data for everyone everywhere. Deliver competitive [---] day forecasts with accuracy on par with the worlds leading providers. Forecast at scale with global coverage and hyper-local precision."
X Link 2025-06-11T10:00Z [----] followers, [---] engagements
"GAIA π MOON snapSHOT Subnet [--] is all about understanding Earth as a living interlinked system - atmosphere biosphere hydrosphere and beyond. The Moon governs our tides influences nocturnal wildlife behavior and even subtly affects atmospheric circulation. Embedding a Lunar Phase widget alongside our Soil-Moisture Weather and Geomagnetic Storm tools brings an extra layer of context to how our mission fits into the universe reminding us that Earths processes dont happen in isolation but in concert with the wider cosmos π When you grant location access our Lunar Phase widget will pinpoint"
X Link 2025-06-12T12:30Z [----] followers, [----] engagements
"@JustinB46587491 GAIA (Subnet 57) is not affiliated with this account + giveaway in any form. We appreciate the support"
X Link 2025-06-12T17:43Z [----] followers, [--] engagements
"GAIA π Miners + Validators = Weather The Subnet [--] Weather Task utilizes a decentralized architecture to run and evaluate global-scale weather forecasts with scientific rigor. Miners serve as distributed storage and compute nodes hosting large forecast datasets (10 GB per run) and performing model inference on-demand. Validators initiate the forecasting cycle by querying Miners with pointers to GFS input data. Miners verify and hash this data to ensure consistency before proceeding. Upon hash verification Miners perform inference using customizable pipelines. Miners then write forecast"
X Link 2025-06-16T12:15Z [----] followers, [----] engagements
"GAIA π€ Update v2.0.3 For full details on our latest update please visit the Subnet [--] channel in the official Bittensor Discord or our private GAIA Discord. Highlights include: π Validator Updates - Improved database syncing π Miner Tools - New Runpod + R2 deployment template π€ Task Improvements - Bug fixes and additional enhancements https://twitter.com/i/web/status/1934951665724969276 https://twitter.com/i/web/status/1934951665724969276"
X Link 2025-06-17T12:30Z [----] followers, [----] engagements
"GAIA π₯Ό DeSci This plot illustrates a substantial breakthrough within Subnet 57's decentralized network: a citizen scientist enhanced the baseline geomagnetic model resulting in a remarkable 98% reduction in root mean square error (RMSE)"
X Link 2025-06-18T12:00Z [----] followers, 11.4K engagements
"@OAlsta SN [--] π"
X Link 2025-06-19T02:11Z [----] followers, [--] engagements
"GAIA π€― TAMwow Below youll find figures outlining the total addressable market for Subnet [--]. The scale of opportunity underscores just how much potential this Bittensor subnet holds"
X Link 2025-06-26T12:00Z [----] followers, [----] engagements
"GAIA π Update v2.4.1 Tweaks Bug fixes Optimizations Improvements Please visit the Subnet [--] channel in the official Bittensor Discord or our very own private Discord to get more information"
X Link 2025-06-27T13:00Z [----] followers, [---] engagements
"GAIA β¨ Improvement Were excited to share our new and improved 10m Wind Vector Globe; redesigned based on your feedback. Thank you for helping us make Subnet [--] even better https://www.gaiaresearch.ai/weather https://twitter.com/i/web/status/1940030899124674705 https://www.gaiaresearch.ai/weather https://www.gaiaresearch.ai/weather https://twitter.com/i/web/status/1940030899124674705 https://www.gaiaresearch.ai/weather"
X Link 2025-07-01T12:53Z [----] followers, [----] engagements
"GAIA β Miner Portal The new Subnet [--] Miner Portal is live; your hub on Bittensor for contributing to open weather and geospatial data. β
Follow the Ranking Guide β See Task-Specific Rankings β
Check Incentive Rankings Were building this Portal to help miners stay informed track performance and get the most out of contributing to GAIA. Even more features and releases are on the way Start mining check your rank and help shape the future of weather forecasting and geospatial science. https://mine.gaiaresearch.ai/ https://mine.gaiaresearch.ai/"
X Link 2025-07-03T12:30Z [----] followers, [---] engagements
"GAIA π Check-in Were hard at work improving Subnet 57s front end back end and visualizations to better serve our participants -- both inside and outside of Bittensor. While our ensemble forecast gathers more training data were also building a smoother faster and more insightful experience for users and contributors alike. Be sure to check out our new Miners Portal where you can see how Miners are performing against real-world data for each of our three tasks; Weather Geomagnetic Storms Soil Moisture Curious how it all fits together Dive into the GAIA white paper and GitHub to learn more"
X Link 2025-07-14T12:45Z [----] followers, [----] engagements
"GAIA π€ We are Now producing some of the worlds most accurate decentralized 10-day global weather forecasts on Bittensor's Subnet 57; scored verified and ready to disrupt a $4B+ market. π Accuracy-First: [----] resolution forecasts across [--] variables & [--] pressure levels Daily runs scored against ERA5 GFS and historical climatology Bias-corrected with metrics like ACC RMSE and skill score The original Ensemble forecasting = better than any single model Accuracy bonuses reward top Miners for per-variable performance π€ Tech Stack: Models: Graphcast Pangu Fourcastnet (or your own) Infra: Azure"
X Link 2025-07-21T13:30Z [----] followers, [----] engagements
"GAIA π Decentralized AI Meets Earth & Space Science Yesterday vValentine brought the energy to @LASPatCU in Boulder Colorado speaking to a room full of grad students ready to shape the future of science. He expounded knowledge on Subnet [--] (GAIA) Bittensor ($TAO) and how decentralized AI is planting its flag as the best future for geospatial tech Earth observation and beyond. From Weather to Soil Moisture to Solar Storms GAIA is proving that open networks can do real science -- faster smarter and more resilient. The students left buzzing with ideas and curiosity and a few might just be our"
X Link 2025-07-24T15:00Z [----] followers, [----] engagements
"SN57 π SN [--] Subnet partnerships within $TAO can be a powerful utilization and benefit of the Bittensor network over any "real-world competitors" each subnet may have. GAIA's collaboration with @MacrocosmosAI enables us to: Real-time tracking of extreme weather events A live "Ecosystem Pulse" to understand on-the-ground sentiment and emerging threats Retrospective analysis of past events to validate and improve model performance Rich context that bridges the gap between scientific prediction and real-world experience Together we're delivering a forecasting platform thats more accurate"
X Link 2025-07-25T13:13Z [----] followers, [----] engagements
"GAIA π Major Update: Weather the storm The next evolution of Subnet [--] is coming to Bittensor $TAO. Over the next few days the GAIA team will be streamlining the subnet to focus entirely on whats working best and where we see the greatest potential for real world impact and Bittensor network value: global weather forecasting. Our Weather Task is rapidly evolving into a world-class system and we're now going all-in to turn it into a cutting-edge data product that rivals the best in the industry To accelerate this were in talks with a few exceptional candidates -- PhDs postdocs and experts in"
X Link 2025-07-31T12:30Z [----] followers, [----] engagements
"GAIA π Update & Roadmap The recent v2.4.4 release marked a major step forward for SN57. With this upgrade Miners are now fully dedicated to our advanced weather prediction task.no distractions; just pure focus on producing the most accurate forecasts possible We also rolled out an entirely new progressive scoring system. Instead of snapshot scoring performance is now calculated using a rolling 15-day lookback. This means sustained accuracy is rewarded and the best models will naturally rise to the top over time What Were Building Right Now * Metrics Dashboard Were building a"
X Link 2025-08-14T12:30Z [----] followers, [----] engagements
"GAIA V.2.9.9 In case you missed it: we unveiled a significant Subnet [--] update in the Bittensor Discord last week. To summarize: Major Validator Architecture Overhaul Weve redesigned the core Validator system to improve stability scalability and resilience; triggered by a recent DDoS and hitting performance ceilings as Miner count grows. New Job Queue-Based System Validators now process Miners independently using a robust job queue + state manager + multiprocess worker setup. This means better fault tolerance less latency and fewer full-run failures. Simplified Weather Task Flow The inference"
X Link 2025-08-18T12:00Z [----] followers, [---] engagements
"GAIA π₯Ό Research Release Fine-Tuning Aurora: Bittensor's Subnet [--] Achieves State-of-the-Art Skill in Jet-Stream Forecasting Weve conducted a quantitative evaluation of a custom fine-tuned variant of @Microsoft Aurora weather model and uncovered a significant leap in upper-tropospheric dynamics forecasting. By adapting Aurora with targeted datasets our model now demonstrates state-of-the-art (SoTA) skill in predicting zonal winds at the [---] hPa jet-stream level -- a critical domain for medium-range weather forecasting and aviation optimization Key findings from the study: Emergent"
X Link 2025-08-25T14:06Z [----] followers, [----] engagements
"GAIA π Update Weve been off the @X feed recently focusing on major subnet improvements and building impactful real-world collaborations and partnerships. Well be sharing more about these in the days + weeks ahead π« The tea In parallel with our development we believe transparency matters. Some recent claims from SN18 about forecast accuracy misrepresent the science and we want to clarify the facts after working with professionals from @NCAR_Science and @NOAA. @zeussubnet claim 2030% improvements in [--] m temperature and precipitation forecasts but this is inconsistent with established weather"
X Link 2025-10-03T16:30Z [----] followers, [----] engagements
"GAIA Scoring System and Tasks In the interest of diversifying our datasets we have began implementing major updates to our incentive mechanism. Soon Miners will be required to demonstrate measurable improvement in at least one variable or climate region relative to the base model (@Microsoft 'Aurora'). Each category will have a limited number of earning slots and the top Miner in each slot will receive the full reward for that category. Slot weighting will be based on human relevance-- for example accuracy in temperate agriculturally productive regions will carry more weight than accuracy in"
X Link 2025-10-06T13:30Z [----] followers, [----] engagements
"GAIA π«° Applied Forecast Intelligence: Real Value Creation Beyond Bittensor dTAO Trading Raw forecast data in isolation holds limited practical value. Most industries require not generalized outputs but actionable intelligence: interpretable context-specific signals that identify what matters when it matters within their operational domain. Forecast accuracy even at fine spatial or temporal scales is only a foundational requirement. Weather information becomes economically and strategically valuable only when transformed into domain-engineered outputs. Energy markets require probabilistic"
X Link 2025-10-09T18:41Z [----] followers, [----] engagements
"@Rondo_ina_Condo @zeussubnet @ridges_ai @subnetmagazine @bittensor This was the first we had heard of Subnet Magazine but have since read through many of your articles and thoroughly enjoyed them. Youre a smart writer. Keep pushing t"
X Link 2025-10-10T01:53Z [----] followers, [--] engagements
"GAIA β Clash of the Gods DISCLAIMER: We have no ill will toward Subnet [--] and respect their contributions to the shared weather domain within Bittensor; our statements are solely intended to defend scientific integrity and address unsubstantiated claims that risk misleading their alpha holders. Zeus has claimed that "even the average miner outperforms @ECMWF IFS HRES across all variables." In their report this refers to three variablesprecipitation [--] m temperature and [--] m dewpointevaluated at 2448h lead times. The reported gains are dramatic: 29% lower mean RMSE and 41% lower best miner RMSE"
X Link 2025-10-10T21:33Z [----] followers, 12.3K engagements
"@here4impact You tagged us on this"
X Link 2025-10-10T23:28Z [----] followers, [---] engagements
"@sobczak_mariusz But the Zeus team wanted us to dig into their resultscitizen scientists peer-reviewing citizen scientists. Entirely standard and completely necessary in all academic and scientific fields"
X Link 2025-10-11T01:17Z [----] followers, [---] engagements
"GAIA π« In defense of scientific honor and duty We are glad to hear that you did proper cleanup inyour analysis as we had assumed you did. We had no way to be sure as invalid points were visible in wandb and there was evidence of Miners receiving positive score even with an RMSE of [---]. Hence our increased skepticism surrounding that point. We'd be happy to review your benchmark notebook.we think you should have shared it alongside your initial claims to begin with. Our original point stands regardless-- credibility in weather modeling still depends on transparent and standardized validation."
X Link 2025-10-13T21:24Z [----] followers, [----] engagements
"GAIA π Post Data Analysis In the wake of Hurricane Melissa our thoughts are with the communities whove endured its devastating impact. Over the past week Melissa tore across the Caribbean and Atlantic before making landfall as a powerful Category [--] system; bringing catastrophic flooding widespread power outages and forcing tens of thousands from their homes. The storm left an indelible mark on coastlines and communities alike underscoring the urgent need for faster more reliable climate forecasting. After Hurricane Melissa weve been running post-event verification on top performing Miner"
X Link 2025-11-05T15:45Z [----] followers, [----] engagements
"Bittensor π« It is with a heavy heart that we announce the conclusion of the GAIA project. Our team believed we were moving in a strong and promising direction. Our research and efforts took us around the world to EGU and into meetings with leading scientists at NCAR where we came very close to securing both a research and business partnership. However recent funding changes and political shifts within that organization combined with resource limitations on our side ultimately derailed these efforts. In the end we determined that creating a revenue-generating weather data product would be"
X Link 2026-01-13T18:42Z [----] followers, [----] engagements
"Were excited to introduce SparketAI a new Bittensor subnet focused on decentralized odds origination outcome verification and predictive intelligence for sports and live events. Were proud to be joining the @bittensor ecosystem and contributing to its mission of building open incentive-aligned intelligence networks The new Subnet [--] is designed to replace centralized truth sources in sports data with a verifiable distributed consensus stream. Miners compete to produce early calibrated and original probability estimates for event outcomes while validators score submissions against both closing"
X Link 2026-01-27T19:00Z [----] followers, [----] engagements
"@pickproai @bittensor Hey thank you for the comment. Reach out if you need any more information"
X Link 2026-01-27T23:08Z [----] followers, [--] engagements
"@badenglishtea @bittensor Hey thank you for your interest Please reach out with any questions you may have"
X Link 2026-01-27T23:11Z [----] followers, [--] engagements
"Looking for a Bittensor $TAO subnet with ironed-out utility and real world implementation SparketAI is producing decentralized odds origination outcome verification and predictive intelligence for sports and live events. We already enable sports leagues and influencers to monetize their communities through gamified solutions. More coming soon. https://twitter.com/i/web/status/2016923874991251653 https://twitter.com/i/web/status/2016923874991251653"
X Link 2026-01-29T17:18Z [----] followers, [---] engagements
"If you havent yet you need to read our whitepaper. We covered every step of our subnet and the process behind it: the development roadmap business model and monetization the incentive mechanism and more-explained in simple language so everybody can easily understand it. https://www.sparket.ai/assets/SparketAI%20White%20Paper%202026.pdf https://www.sparket.ai/assets/SparketAI%20White%20Paper%202026.pdf"
X Link 2026-01-30T15:47Z [----] followers, [---] engagements
"π° Sparket Featured in The Scientific Journal ''An initial use case SparketAI has launched an innovative new subnet on the decentralized machine learning network Bittensor. Miners on the subnet compete to produce early calibrated and original probability estimates for event outcomes while validators score submissions against both closing sportsbook lines and realized results. The incentive mechanism explicitly rewards informational edge and penalizes late copying encouraging honest signal discovery rather than consensus mirroring. The subnet serves as the decentralized intelligence layer for"
X Link 2026-02-09T17:35Z [----] followers, [---] engagements
"The [----] Super Bowl is expected to exceed $3B+ in betting volume across sportsbooks and prediction markets. That scale exposes a real problem: odds and truth still come from a handful of centralized data vendors. One feed goes down lags or gets it wrong-everyone downstream eats it. SparketAI is built to fix that. As a Bittensor $TAO subnet SparketAI decentralizes odds origination using AI models + crowdsourced signals turning sports data into a competitive verifiable market instead of a black-box API. The key piece is Subnet [--]. It replaces centralized sports truth sources with a distributed"
X Link 2026-02-10T20:09Z [----] followers, [---] engagements
"Four things you NEED to know about Sparket: SparketAI (SN57) brings decentralized odds origination and outcome verification to Bittensor $TAO replacing centralized sports truth sources with a verifiable consensus stream. Miners are rewarded for early original probability signals with real informational edge-not copied or lagging consensus. The subnet powers the Sparket ecosystem a patented production system already used by sportsbooks and media partners. Beta supports Odds Origination & Outcome Verification with real-money wagering and broader event markets planned next."
X Link 2026-01-28T19:01Z [----] followers, [---] engagements
"πThe end goal of SN57 SparketAI: a self-sustaining ecosystem of event tracking wagering+settlement predictive intelligence and analytics all of which works to create valuable and actionable datasets and systems for businesses and consumers alike. https://twitter.com/i/web/status/2021627889448341963 https://twitter.com/i/web/status/2021627889448341963"
X Link 2026-02-11T16:50Z [----] followers, [---] engagements
"Bittensor $TAO SN57-Development roadmap. The SparketAI subnet serves as a core infrastructure layer testing environment and intelligence engine for the Sparket platform. π The roadmap for the SparketAI subnet is divided into the following key phases. PHASE 00: LAUNCH & REFINEMENT π‘ This phase focuses on testing subnet node applications ensuring system stability and strengthening protections against potential exploits. It establishes the foundational framework for odds origination and outcome verification across traditional major sports markets. PHASE 01: LIVE BETTING INTELLIGENCE π This"
X Link 2026-02-03T19:53Z [----] followers, [---] engagements
"Sparket Major Milestones: β
Seed-stage revenue-generating startup with $2.5M raised to date β
Winner of the [----] Startup of the Year award in the iGaming industry β
GLI-certified bet-on-anything technology now used by major industry brands including Penn Entertainment Station Casinos Wondr Nation / Foxwoods Resort Casino and more"
X Link 2026-02-16T19:11Z [----] followers, [---] engagements
"Were excited to introduce SparketAI a new Bittensor subnet focused on decentralized odds origination outcome verification and predictive intelligence for sports and live events. Were proud to be joining the @bittensor ecosystem and contributing to its mission of building open incentive-aligned intelligence networks The new Subnet [--] is designed to replace centralized truth sources in sports data with a verifiable distributed consensus stream. Miners compete to produce early calibrated and original probability estimates for event outcomes while validators score submissions against both closing"
X Link 2026-01-27T19:00Z [----] followers, [----] engagements
"Sparket Major Milestones: β
Seed-stage revenue-generating startup with $2.5M raised to date β
Winner of the [----] Startup of the Year award in the iGaming industry β
GLI-certified bet-on-anything technology now used by major industry brands including Penn Entertainment Station Casinos Wondr Nation / Foxwoods Resort Casino and more"
X Link 2026-02-16T19:11Z [----] followers, [---] engagements
"π° A new article covering Sparket and our patent just dropped: ''Sparket leverages its landmark patent to launch SparketAI.Sparket is bringing next-generation engagement to casino floors sports leagues and digital properties partnering with major industry leaders such as Penn Entertainment Station Casinos and Wondr Nation / Foxwoods.''"
X Link 2026-02-13T16:12Z [----] followers, [---] engagements
"https://cdcgaming.com/wire/sparket-leverages-landmark-patent-to-launch-sparket-ai/ https://cdcgaming.com/wire/sparket-leverages-landmark-patent-to-launch-sparket-ai/"
X Link 2026-02-13T16:12Z [----] followers, [---] engagements
"π SparketAI-Data Flow Visualized:"
X Link 2026-02-12T14:04Z [----] followers, [---] engagements
"πThe end goal of SN57 SparketAI: a self-sustaining ecosystem of event tracking wagering+settlement predictive intelligence and analytics all of which works to create valuable and actionable datasets and systems for businesses and consumers alike. https://twitter.com/i/web/status/2021627889448341963 https://twitter.com/i/web/status/2021627889448341963"
X Link 2026-02-11T16:50Z [----] followers, [---] engagements
"The [----] Super Bowl is expected to exceed $3B+ in betting volume across sportsbooks and prediction markets. That scale exposes a real problem: odds and truth still come from a handful of centralized data vendors. One feed goes down lags or gets it wrong-everyone downstream eats it. SparketAI is built to fix that. As a Bittensor $TAO subnet SparketAI decentralizes odds origination using AI models + crowdsourced signals turning sports data into a competitive verifiable market instead of a black-box API. The key piece is Subnet [--]. It replaces centralized sports truth sources with a distributed"
X Link 2026-02-10T20:09Z [----] followers, [---] engagements
"π° Sparket Featured in The Scientific Journal ''An initial use case SparketAI has launched an innovative new subnet on the decentralized machine learning network Bittensor. Miners on the subnet compete to produce early calibrated and original probability estimates for event outcomes while validators score submissions against both closing sportsbook lines and realized results. The incentive mechanism explicitly rewards informational edge and penalizes late copying encouraging honest signal discovery rather than consensus mirroring. The subnet serves as the decentralized intelligence layer for"
X Link 2026-02-09T17:35Z [----] followers, [---] engagements
"https://thescientificjournal.com/news/sparket-leverages-landmark-patent-to-launch-sparketai/0537337 https://thescientificjournal.com/news/sparket-leverages-landmark-patent-to-launch-sparketai/0537337"
X Link 2026-02-09T17:35Z [----] followers, [---] engagements
"The sports data industry is still dominated by centralized incumbents and fragmented providers. High quality data is expensive gated and controlled by a small number of actors. Manual data collection and high official data fees create massive barriers to entry and concentrate outcomes in the hands of a few. Smaller leagues builders and individual participants are effectively priced out. SparketAI proposes a different model: decentralized intelligence built on Bittensor $TAO. Instead of relying on a single source of truth or centralized courtside data teams Sparket leverages a distributed"
X Link 2026-02-06T17:42Z [----] followers, [---] engagements
"We built The Social Betwork our proprietary pool-wagering system as a B2B iGaming service for our operating partners. Our vision is to help wagering businesses stand out through a customizable platform that expands their reach in the new age of sports betting powered by Bittensor $TAO Subnet [--] which is designed to replace centralized truth sources in sports data with a verifiable distributed consensus stream"
X Link 2026-02-04T17:49Z [----] followers, [---] engagements
"Bittensor $TAO SN57-Development roadmap. The SparketAI subnet serves as a core infrastructure layer testing environment and intelligence engine for the Sparket platform. π The roadmap for the SparketAI subnet is divided into the following key phases. PHASE 00: LAUNCH & REFINEMENT π‘ This phase focuses on testing subnet node applications ensuring system stability and strengthening protections against potential exploits. It establishes the foundational framework for odds origination and outcome verification across traditional major sports markets. PHASE 01: LIVE BETTING INTELLIGENCE π This"
X Link 2026-02-03T19:53Z [----] followers, [---] engagements
"We are running a weekly sports contest. Entry is completely FREE and you can win $30 just for making a couple of predictions Only [--] entries so far π"
X Link 2026-02-02T17:53Z [----] followers, [---] engagements
"https://www.sparket.app/contest/bdbd3d08-75ac-4c91-b3b1-aa6712f73f67group_id=c649b7d4-1d09-456e-982d-f99790dba220 https://www.sparket.app/contest/bdbd3d08-75ac-4c91-b3b1-aa6712f73f67group_id=c649b7d4-1d09-456e-982d-f99790dba220"
X Link 2026-02-02T17:53Z [----] followers, [---] engagements
"If you havent yet you need to read our whitepaper. We covered every step of our subnet and the process behind it: the development roadmap business model and monetization the incentive mechanism and more-explained in simple language so everybody can easily understand it. https://www.sparket.ai/assets/SparketAI%20White%20Paper%202026.pdf https://www.sparket.ai/assets/SparketAI%20White%20Paper%202026.pdf"
X Link 2026-01-30T15:47Z [----] followers, [---] engagements
"Looking for a Bittensor $TAO subnet with ironed-out utility and real world implementation SparketAI is producing decentralized odds origination outcome verification and predictive intelligence for sports and live events. We already enable sports leagues and influencers to monetize their communities through gamified solutions. More coming soon. https://twitter.com/i/web/status/2016923874991251653 https://twitter.com/i/web/status/2016923874991251653"
X Link 2026-01-29T17:18Z [----] followers, [---] engagements
"Four things you NEED to know about Sparket: SparketAI (SN57) brings decentralized odds origination and outcome verification to Bittensor $TAO replacing centralized sports truth sources with a verifiable consensus stream. Miners are rewarded for early original probability signals with real informational edge-not copied or lagging consensus. The subnet powers the Sparket ecosystem a patented production system already used by sportsbooks and media partners. Beta supports Odds Origination & Outcome Verification with real-money wagering and broader event markets planned next."
X Link 2026-01-28T19:01Z [----] followers, [---] engagements
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