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[@MacrocosmosAI](/creator/twitter/MacrocosmosAI)
"Result ✅ SN13 🤝 SN44 Subnet XX Data-Universe is collaborating with subnet XX Score ⚽ @webuildscore Data Universe will power Score with soccer sentiment analysis in real time enabling #SN44 to correlate in-game metrics with fan reactions - contextualising match statistics in a whole new way. #Bittensor-native integration the ecosystem at its best 💪 Here's how the partnership works (1/4 🧵)"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1897617227291254816) 2025-03-06 11:56:17 UTC 4730 followers, 17.3K engagements


"Weve been doing a lot of thinking about use-cases for SN25 Mainframe 💭 Theres the obvious ones: 💊 Drug discovery ⚕ Healthcare research 🌍 Environmental studies But this just scratches the surface Thinking out loud what about: 🧬 Agricultural biohacking - GM crops 🔬 Bioinformatics (DNA/RNA sequencing) 💉 Vaccine Design 🥩 Lab-grown meat development Were designing Mainframe to be far more versatile than you might suspect 👀"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1936094584456859879) 2025-06-20 16:11:34 UTC 4733 followers, 2179 engagements


"Biggest month yet 👀 Check out our subnet status report for June's highlights: 🌐 SN9s distributed pretraining architecture IOTA launched 🖼 #NoveltySearch in The Louvre @proofoftalk ⚡ SN1 GAN results 🚀 SN13 gets SDK + payments go live 📰 Macrocosmos featured in @Forbes See for yourself - report in our thread🧵"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1940110830131192192) 2025-07-01 18:10:42 UTC 4733 followers, 9408 engagements


"Machine learning is coming to @MacrocosmosAIs Subnet XX Protein Folding 🧬 Incorporating molecular dynamics with ML will unlock a new range of possibilities. Stay tuned to see what we do 👀 #ProteinFolding #DeSci #DeAI #Bittensor"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1849751694340493354) 2024-10-25 09:55:45 UTC 4733 followers, 2815 engagements


"Whats the world focused on today 👀 SN13 Data-Universe is constantly and consistently picking up global trends from across the web 👂 Turns out everybody's locked into Monopoly GO 🎲 Wanna find out why 💡 Query the data and discover for yourself ⚙"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1946172302321983826) 2025-07-18 11:36:49 UTC 4733 followers, XXX engagements


"Science depends on the credibility of its data funding and participants. Bittensor validates & incentivizes all three - and Mainframe is proving it. @KJ__Morris explores why #Bittensor is ideal for DeSci & what it could mean for our protocol. Link below 👇 #SN25"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1945435619490148402) 2025-07-16 10:49:30 UTC 4733 followers, 1271 engagements


"Starting today Macrocosmos is partnering with Rowan Scientific 🧬 Neural network potentials (NNPs) are revolutionizing molecular simulation. We're teaming up with @RowanSci to accelerate the next generation of models for molecular simulation through #SN25 Mainframe ⚛ Our collaboration brings #Bittensor closer to cutting-edge research - while generating revenue. Here's how 🧵 (1/5)"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1917625532008792543) 2025-04-30 17:02:09 UTC 4733 followers, 10.8K engagements


"🌐 SN13 x SN57 🌎 Real-time social context for global weather data Check out our article below on how Data Universe is driving performance on @Gaia_AI_ today plus our plan for tomorrow 👀 🌤 Worldwide emergency weather newsfeed 🔎 Historical forecasting analytics in progress 🔒 Cryptographic multi-party computation for proprietary weather data coming soon"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1948066610188829117) 2025-07-23 17:04:07 UTC 4736 followers, 1380 engagements


"'A subnet cap at XXX offers a semi-curated surface area of projects that can be researched discussed and ranked.' Read Kalei Brady Machine Learning Engineer on SN1 + SN37 and longtime Bittensor dev on the reasons behind the limit and the network's future 💡"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1939658884546957425) 2025-06-30 12:14:49 UTC 4732 followers, 2132 engagements


"🔔 Major update to our apps 🔔 Apex and Gravity our apps powered by SN1 and SN13 have been upgraded. They both have: 🎨 A new visual style - a more mature subdued colour pallet ⚒ Architectural changes - using the Constellation SDK to make requests shifting away from subnet APIs. The upshot - a sleek design with more reliability and observability ✅ Plus Gravity is moving out of Beta and into v1 ⚡ With it comes credit card payment options to build datasets. Get $X of free credits on us 💥"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1931023965629358313) 2025-06-06 16:22:44 UTC 4733 followers, 3233 engagements


"IOTA update 🚀 Tomorrow @ 2.30pm UTC Join us tomorrow for a livestream walkthrough of SN9's refactor - featuring @macrocrux @Felix_Quinque @mccrinbc @alan_aboudib right here on X"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1948453138077548791) 2025-07-24 18:40:03 UTC 4736 followers, XXX engagements


"📹 SN13 now scrapes YouTube data 📹 Data-Universe has added YouTube information as its new data-source 💥 SN13 can now collect: 📜 Full video transcripts 🖊 Video metadata (titles channels names upload data) Video durations 📑 Descriptions 🗣 Language information So far its collected 26k videos spanning almost 7k hours in just XXX days ⚡ 🌌 Data-Universe just got significantly bigger 🌌"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1918340294141198387) 2025-05-02 16:22:21 UTC 4732 followers, 13K engagements


"🌍 SN13 Data Universe 🤝 SN57 Gaia 🌍 #SN57 @Gaia_AI_ is convening miners to predict global weather patterns - faster cheaper and more accurately than conventional methods. And #SN13 Data Universe is now providing social media data to further enrich their models. Starting with our initial API integration (post 2👇) we'll explore each potential use case that we're working towards (posts 3-6) with @Nickel5_ Let's go 🧵 (1/7)"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1924439391222870226) 2025-05-19 12:17:59 UTC 4733 followers, 5128 engagements


"Subnet X proved decentralized LLM pretraining is viable. We are proud to release the technical primer for IOTA in advance of mainnet launch on June 2nd. IOTA comprises a series of key innovations: - Data- and Pipeline-parallel SWARM execution across heterogeneous and unreliable nodes. - XXX activation compression for home-grade links - CLASP: Contribution Loss Assessment via Sampling of Pathways - Butterfly All-Reduce for O(1) sync bandwidth Together we believe they can combine to push the field of permissionless performant decentralised training measurably forward"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1928491993338167573) 2025-05-30 16:41:35 UTC 4734 followers, 15.4K engagements


"Learn more about SN13 and Gravity here 🌟 Speak with our community (and team) here 🗣 🔒 Thread complete - Please be cautious of fake replies or impersonators"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1947687982452080986) 2025-07-22 15:59:35 UTC 4736 followers, XXX engagements


"Want to mine validate or build on our subnets 💡 Check out our new tech docs ⚡ ✅ How to set up a miner or validator 💥 How our apps work ⚒ What tools you need to use ⚖ Incentive mechanisms 📍 Roadmaps for each subnet #SN1 #SN9 #SN13 #SN25 #SN37"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1905656334772777192) 2025-03-28 16:20:50 UTC 4732 followers, 2675 engagements


"💥 SN13 update 💥 Miners will receive up to a X million score bonus for uploading data to S3 in the correct format 🧨 Mark your calendars - the system goes live on July 7th 📅 Check out our Discord below 👇"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1940447713709216112) 2025-07-02 16:29:21 UTC 4732 followers, XXX engagements


"🌎 Gravity just got more global 🌏 YouTube multilingual scraping is here for SN13 Data Universe 🪐 Collect data from a greater selection of content 📹 Tested against 20+ languages for a wide range of cross-lingual validation 🗣"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1947687969869250675) 2025-07-22 15:59:32 UTC 4736 followers, 1311 engagements


"Our devs have been cooking 🍲 We unveiled IOTA SN9s swarm-style pretraining architecture where participants all work towards building a 15B model 🌐 Weve got results for SN1s GANs 📊 Our SN1 and SN13 SDKs are out. Get them here 👇"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1940110892450160929) 2025-07-01 18:10:56 UTC 4732 followers, XXX engagements


"Coming soon 👉 keyword scraping on SN13 & Gravity Collect data from X and Reddit by keyword instead of by subreddit or hashtag ✅ Precise granular data scraping 🌐 Perfect for market research and analysis 📍"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1937570264721867102) 2025-06-24 17:55:24 UTC 4732 followers, 1894 engagements


"Questions Come talk on Telegram And Discord"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1948453150522048870) 2025-07-24 18:40:06 UTC 4737 followers, XXX engagements


"Gravity SDK 👉 Out now Check out our tutorial explaining how to use SN13s API: 📁 Collect data 📚 Build datasets 🌐 Stream data for real-time updates"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1938633847404662910) 2025-06-27 16:21:41 UTC 4733 followers, 1307 engagements


"👀 Coming soon to a Nebula near you. 📏 Adapt your date range 💬 See how posts vary over time 😮 Watch your Nebula point cloud change ✌ #SN13 #Bittensor"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1942895514892276025) 2025-07-09 10:36:02 UTC 4732 followers, 1127 engagements


"⚡ SN1 SDK out now ⚡ Use our Apex API for: 🗣 Chat completions 🌐 Web search 📜 Deep researching"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1940794035121328479) 2025-07-03 15:25:30 UTC 4734 followers, XXX engagements


"In the meantime check out Gravity here 👇 Speak with our community here 🗣 🔒 Thread complete - Please be cautious of fake replies or impersonators"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1943616825943802263) 2025-07-11 10:22:16 UTC 4732 followers, XXX engagements


"Stay in the loop - join the SN13 Discord 👇 Or come chat on Telegram 🧢"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1942895526980280427) 2025-07-09 10:36:05 UTC 4732 followers, XXX engagements


"💡 Today IOTA begins training a 15bn model across five layers. Explore our dashboard to join the swarm contribute compute and see our first training run in action: All miners on the network will be training a chunk of the model of around 5B parameters in size. Then we will train our first model to convergence 🌐"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1929554948083335587) 2025-06-02 15:05:23 UTC 4733 followers, 7836 engagements


"When another 20bn rows get added since you last looked.👀 Shout-out to our miners on #SN13 you guys just keep smashing expectations"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1942593700066099259) 2025-07-08 14:36:44 UTC 4732 followers, 3327 engagements


"@proofoftalk was monumental. #Bittensor stepped out and showed the world what decentralized intelligence is all about 🦾 Co-Founders @WSquires and @macrocrux spoke on Novelty Search held in The Louvre showing the protocols evolution along with updates on our subnets ❤🔥 Plus @macrozack spoke on @SafelloAB's podcast discussing the nature of value and partnerships both inside and outside the protocol 🤝 And @macrocrux and AI Lead @Felix_Quinque performed a deep dive on IOTA with @VenturaLabs 🧠"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1940110877711376390) 2025-07-01 18:10:53 UTC 4732 followers, XXX engagements


"Access SN1 Apex and SN13 Gravity directly from your terminal 💻 💬 Send prompts to an LLM 🌐 Search the web 📁 Request filtered data 📚 Build datasets from X Reddit and YouTube ⚡ Get real-time social media updates Use our SDK Just type 👉 pip install macrocosmos"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1934659851315237318) 2025-06-16 17:10:27 UTC 4732 followers, XXX engagements


"💥 Coming soon: SN25 Mainframes dashboard 💥 🔎 See which proteins have recently been folded 🏅Look at what UIDs worked on them 🎛 Configure future jobs/organic queries 🧬 Submit protein docking jobs This is the next wave of life sciences handled on-chain via Subnet XX ⚡ #Bittensor 🤝 #DeSci"  
![@MacrocosmosAI Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1764410143217700864.png) [@MacrocosmosAI](/creator/x/MacrocosmosAI) on [X](/post/tweet/1917247072090394841) 2025-04-29 15:58:17 UTC 4733 followers, 9147 engagements