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      "Thin network with only 39 active miners and 9 active validators \u2014 insufficient supply/demand depth to reliably match GPU workloads at scale, creating a fragile two-sided marketplace",
      "No lint configuration and no dependency automation (no Dependabot or Renovate) in a codebase handling real compute transactions and financial flows \u2014 dependency drift and code style inconsistency are live risks"
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      "handle": "lium_io",
      "text": "We have burned ~$500,000 worth of our owner-controlled $SN51 tokens within the last month and will continue to burn tokens at this rate.\n\n$500,000 burned per month that could otherwise be in our pockets.\n\nrevenue bought back + burned.\n\nno extra wasted emissions going to the owner.\n\nminer tokens only given out based on fulfilling real GPU demand.\n\nperfectly balanced incentives + tokenomics.",
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      "handle": "lium_io",
      "text": "Lium is the first ever fully decentralized, permissionless, agent-friendly p2p GPU network.\n\nBecause of these attributes, we are about to secure the best compute at the cheapest prices in the world. We have access to GPUs like b200s that other providers have been sold out of for months.\n\nBut it comes at a cost. Lower reliability.\n\nAs we iron out the primatives of incentivization and alignment with our providers across the globe, we are iteratively increasing the stability of our GPUs. \n\nOnce our reliability is on par with our centralized competitors, we will have a clear advantage over them through being hosted on bittensor and accessing idle compute anywhere at a fraction of the cost.",
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      "handle": "lium_io",
      "text": "B300s who? available now on lium. https://t.co/SHAwodNkU1",
      "created_at": "2026-04-26T21:11:15-03:00",
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      "tweet_id": "2048489194054688955",
      "handle": "lium_io",
      "text": "Lium will become the first agent-first compute provider.\n\nWe are leaning in heavily to the agent revolution.\n\nHere's how we make changes to lium now:\n\nWe prompt our agents:\n\"using this crypto account, create an account on lium, fund it, get an api key, rent some GPUs, and serve Kimi K2.6 with sglang (or another gpu-required task). When done, create a report for any issues you encountered with using lium and how it could have been faster or easier\"\n\nThen we constantly improve the agent experience so that it's seamless to tell your agent to do any task, and it will just spin up lium gpus in seconds to solve it effortlessly and without any human intervention needed.\n\nWe have recognized that SAAS companies need to pivot to agent-first software in order to keep up, and lium is the one leading the charge on that for cloud compute.",
      "created_at": "2026-04-26T16:47:37-03:00",
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      "tweet_id": "2045540119952695455",
      "handle": "lium_io",
      "text": "subnet 3 pretraining relaunches -> lium revenue up 20%.\n\nthe top miner on subnet 3 uses lium GPUs. Lium is the best place to find in-stock, cheap, and high-quality GPUs.\n\nFun fact: most previous templar miners used lium too. When bittensor miners use your service, you know you're doing something right :)",
      "created_at": "2026-04-18T13:29:03-03:00",
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      "handle": "lium_io",
      "text": "Can't find available GPUs? B200s and H200s available at https://t.co/4ZFEi0WtjU for the best prices.\n\nup to 33% cheaper than competitors. https://t.co/QVaTgDQDC0",
      "created_at": "2026-04-16T21:04:31-03:00",
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      "handle": "lium_io",
      "text": "Each white dot represents a unique datacenter or GPU provider to lium. \n\nWe have datacenters providing nodes all across north america, europe, and even a provider in japan.\n\nThis is what decentralization and fault-tolerance looks like. https://t.co/I3SYz3T9nD",
      "created_at": "2026-04-12T19:44:10-03:00",
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      "handle": "lium_io",
      "text": "We recently made changes to our IM that allow us more dynamic control over GPU supply.\n\nSubsequentially, providers supplied almost every in-demand GPU type, as opposed to few unique GPUs previously.\n\nSimultaneously, we have seen a ~20% increase in the number of GPUs allotted to lium.\n\nThese IM changes will help us scale up, while better serving our customers by having a wide variety of GPUs constantly available. \n\nNeed any of these GPUs? go to lium now.",
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    {
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      "handle": "lium_io",
      "text": "RT @fish_datura: It's a shame how greed and ego can overcome a man.\n\nTo help prevent this sitation from happening again, here's what we are\u2026",
      "created_at": "2026-04-09T23:32:01-03:00",
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    {
      "tweet_id": "2040766023138259409",
      "handle": "lium_io",
      "text": "RT @fish_datura: We are making some changes on subnet 51.\n\nIn order to have more sustainable economics, we are now auto burning 1412 owner\u2026",
      "created_at": "2026-04-05T09:18:30-03:00",
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      "tweet_id": "2039991461374988791",
      "handle": "lium_io",
      "text": "We have completed a lot of bug fixes and improvements over the last couple months. Excited to share what we have done and scale up operations.",
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      "tweet_id": "1997169802217951550",
      "handle": "lium_io",
      "text": "I didn't say anything, you guys found it first...\n\nThere's more billboards in SF to find.\n\nFirst one to send me a picture of the bay bridge billboard gets $1k free credits. https://t.co/UaghOO1PM0",
      "created_at": "2025-12-06T02:02:41-03:00",
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      "tweet_id": "1991452327400886361",
      "handle": "lium_io",
      "text": "we just made serverless! \ud83d\ude80\ud83d\ude80\n\n14 lines to spin up GPUs, download your model, run the model, ask a question, get the answer, and delete the pod as soon as task is finished\n\nonly billed for the seconds that your GPU is actually working for you\n\nonly on lium. https://t.co/dFERe3U8o1",
      "created_at": "2025-11-20T07:23:28-03:00",
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      "handle": "lium_io",
      "text": "Cloudflare down, lium GPUs up.\n\nThe benefit of decentralization is that lium isn't reliant on a single datacenter with a single point of failure.\n\nMost cloud platforms have only 1-2 DCs. When that datacenter has a critical error, half or all of their compute can go offline.\n\nLium has over 15 datacenters across the world plugged in.\n\nEven if an entire datacenter goes down, over 90% of our compute will still be online.\n\nChoose decentralization.",
      "created_at": "2025-11-18T18:11:43-03:00",
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    {
      "tweet_id": "1989860836127773106",
      "handle": "lium_io",
      "text": "+25% GPUs over the last 24 hours\n\nOur new provider portal v2 allowed us to heavily scale compute while not increasing payouts just because we made the onboarding process drastically easiser.\n\nNext step is to simplify the payout process to scale further. https://t.co/E4QWCcLsOI",
      "created_at": "2025-11-15T21:59:27-03:00",
      "likes": 135,
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    {
      "tweet_id": "1989445307651035161",
      "handle": "lium_io",
      "text": "Already number 2 result on google from a 4 letter search.\n\n Google analytics shows great growth metrics.\n\n#1 soon\u2122\ufe0f https://t.co/JccKzkAJGM",
      "created_at": "2025-11-14T18:28:18-03:00",
      "likes": 98,
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    {
      "tweet_id": "1989433335685451778",
      "handle": "lium_io",
      "text": "Provider Portal V3 which is next in the pipeline will include mining pools and payouts in USD or stables \ud83d\udc40",
      "created_at": "2025-11-14T17:40:43-03:00",
      "likes": 42,
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    {
      "tweet_id": "1989431409090736149",
      "handle": "lium_io",
      "text": "Annoucing our Provider Portal V2:\n\nYou can now rent out your GPUs with a single command which does the entire setup.\n\npip install lium-cli\n\nlium mine\n\nThen manage everything easily from https://t.co/yOBitJuUXE",
      "created_at": "2025-11-14T17:33:04-03:00",
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    {
      "tweet_id": "1989306466004537819",
      "handle": "lium_io",
      "text": "Just finished sending out a new batch of free credits! Loved seeing all the cool projects in the submissions that want to use lium for compute.",
      "created_at": "2025-11-14T09:16:35-03:00",
      "likes": 46,
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    {
      "tweet_id": "1989306225511522408",
      "handle": "lium_io",
      "text": "50 tao in just tao payments in the last 24 hours.\n\nAll used to buyback and burn.\n\nI think this is the first day that we have given out less in rewards to miners than we are putting back in.\n\nThe only remaining outflows are to stakers to give them dividends on their holdings (which shouldn't be counted as an outflow imo) \ud83d\udc4d",
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