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@spheron "Tired of waiting forever for GPU access or dealing with clunky sign-ups and API hassles Spheron just fixed that. We're integrating x402 to unlock instant decentralized GPU and compute access. Pay with stablecoins skip wallets and dashboards and spin up resources in seconds. Perfect for AI agents and users alike fully automated. This isnt an announcement. Its activation. The future of on-chain compute upgrade is coming soon"
X Link @spheron 2025-10-27T09:25Z 148K followers, 3751 engagements

"New Partner Drop Welcome @GXChainGlobal builders of REI Network the zero-fee high-performance chain to the @spheron ecosystem Theyre building: Gas-free modular Web3 for DeFi GameFi & AI Were powering them with: 🟢 Decentralized GPU compute 🟢 Scalable AI + inference infra 🟢 Permissionless performance for builders"
X Link @spheron 2025-10-29T07:08Z 148K followers, 3745 engagements

"Satoshi Nakamoto once warned about a GPU arms race in Bitcoin mining: We should have a gentleman's agreement to postpone the GPU arms race as long as we can for the good of the network. His vision was simple: A world where anyone could participate equally without needing expensive hardware. Fast-forward to today: @spheron is bringing that vision to life for compute. By turning idle GPUs from everyday users into a global decentralized resource pool Spheron is making compute affordable accessible and fair for builders everywhere"
X Link @spheron 2025-10-31T17:07Z 148K followers, 2881 engagements

"New quest drop with @bitsCrunch Were powering their AI + Web3 stack and now were powering the rewards too. Complete quests Win from 10000 $BCUT + 2500 $SPON Learn. Engage. Win. Tap into the Zealy sprint now"
X Link @spheron 2025-09-13T06:10Z 148K followers, 5162 engagements

"Tired of open AI models without real ownership Centralized clouds lock you in and charge a fortune for training and inference You're not alone; builders everywhere face these pains. Our partnership with @SentientAGI changes everything. We build a better way for decentralized AI. Dobby LLM Models Sentient Chat Platform and OML Framework all get help from Spheron's decentralized GPUs. This unlocks community-owned AI fast scaling no vendor traps and fair rewards for everyone"
X Link @spheron 2025-10-26T14:09Z 148K followers, 3727 engagements

"This is the ultimate DePIN moment. What Elon described isnt just a Tesla innovation its the philosophy of decentralized compute in action. A global self-powered GPU-grade network no data centers no CapEx just millions of idle nodes turning into real-time inference power"
X Link @spheron 2025-10-30T12:10Z 148K followers, 2403 engagements

"@coingecko asking legal can we say something"
X Link @spheron 2025-11-01T11:19Z 148K followers, XXX engagements

"Just 12000 more and we hit a MASSIVE milestone 200000 signups for the $SPON whitelist The countdown is ON. Every second you wait someone else grabs your spot. Dont be the last one in. This is your moment. 👉"
X Link @spheron 2025-05-11T06:08Z 148K followers, 15K engagements

"Sam Altman has spent the last few weeks across Asia and the Middle East meeting with TSMC Samsung and UAE investors to raise billions for OpenAIs next phase of infrastructure. Compute is now being financed like energy or transport infra. When the worlds biggest AI company seeks funding from sovereigns and chipmakers its clear compute has become its own asset class. At @SpheronFDN were making that future decentralized and accessible where anyone can participate in the AI compute economy not just governments and tech giants. Democratizing compute. Powering the world"
X Link @spheron 2025-10-13T13:28Z 148.3K followers, 12.8K engagements

"GPUs are on track to become a $274B market by 2029 a 4x surge in just four years. As compute becomes its own asset class the next challenge isnt just building it its scaling it efficiently and fairly. @SpheronFDN is leading this shift through DePIN-powered decentralized compue allowing anyone to contribute GPUs earn while contributing compute power and help power the next wave of AI innovation. Compute shouldnt be owned by a few; it should be powered by everyone. Source:"
X Link @spheron 2025-10-14T07:51Z 148K followers, 2661 engagements

"For years running powerful AI models meant relying on massive data centers and expensive cloud APIs. Thats changing fast. MiniCPM 4.1-8B by @OpenBMB is a new lightweight LLM that delivers state-of-the-art performance while running on regular computers and consumer GPUs. It matches models twice its size but uses a fraction of the resources. Think of it like this: instead of renting a semi-truck to move a sofa you now have a compact van that does the same job faster cheaper and smarter. Weve released a complete step-by-step guide to help you run and evaluate the model end-to-end on a"
X Link @spheron 2025-10-14T14:03Z 148.2K followers, 4572 engagements

"What Makes MiniCPM 4.1-8B Special: Smart Attention (InfLLM v2): Reads only the important parts of the text XX% fewer tokens processed. Efficient Training: Trained on just 8T high-quality tokens (vs 36T for competitors). Two Modes: Choose between Fast (quick answers) and Deep (reasoned responses). Incredible Speed: X faster on edge devices when handling long documents. Performance Highlights: General Knowledge: 7581% Math (GSM8K): XXXX% Coding (HumanEval): XX% Reasoning (BBH): XXXX% All that in just X billion parameters"
X Link @spheron 2025-10-14T14:03Z 148.3K followers, XXX engagements

"Read the full guide👇"
X Link @spheron 2025-10-14T14:03Z 148.1K followers, 2390 engagements

"dear algorithm: Please show this post to everyone building or scaling AI and in need of compute so they know they dont have to burn cash on overpriced GPUs. thank you"
X Link @spheron 2025-10-15T05:06Z 148.1K followers, 3410 engagements

"Try it now at👇"
X Link @spheron 2025-10-15T09:51Z 148.1K followers, 2260 engagements

"US electricity prices are hitting record highs. Bills have already doubled in the past year and theyre set to rise again. Why Because AIs hunger for power is exploding. By 2035 AI data centers will consume 1600 terawatt-hours of electricity which is XXX% of all global power. If AI compute were a country it would rank 4th in energy use right behind China the US and India. This model isnt sustainable. Thats why @SpheronFDN is rethinking how compute is built and powered through decentralized distributed GPU nodes that make AI compute more efficient affordable and eco-friendly. // Lower energy"
X Link @spheron 2025-10-15T15:08Z 148K followers, 2858 engagements

"Spheron is building the decentralized GPU Marketplace for the new on-chain AI economy right on @base. If youre a founder builder or researcher shaping the future of AI DePIN or compute wed love to build with you. Lets power the next wave of intelligence - open scalable and on-chain"
X Link @spheron 2025-10-15T17:44Z 148.3K followers, 3845 engagements

"$SPON has completely dominated USD spending on the platform this month Were proving that DePIN + AI compute isnt just a narrative its a working economy. Real users. Real spend. Real growth"
X Link @spheron 2025-10-16T05:14Z 148.3K followers, 3249 engagements

"Spheron is building the largest DePIN community on base. Be part of it today - stake $SPON and earn XXXXX% APY while helping build the future of decentralized AI. The network is growing fast and so are the rewards. Don't miss it"
X Link @spheron 2025-10-16T06:00Z 148.1K followers, 125.8K engagements

"When the giants make moves like this its clear - the future belongs to compute. But traditional data centers cant handle it all. Thats where DePIN like @SpheronFDN steps in - filling the gaps with distributed community-powered compute built for the AI era. Source:"
X Link @spheron 2025-10-16T08:35Z 148.3K followers, 3119 engagements

"Google withdrew a $1B data center proposal in Indianapolis after local pushback and Microsoft faced similar resistance in Wisconsin. Source: These arent isolated cases they signal a growing concern: communities are starting to reject massive data center projects as electricity prices surge. As AI demand skyrockets centralized hyperscalers are hitting real-world limits - power cost and public approval. The solution Decentralized compute. Instead of building billion-dollar data farms DePIN platforms like @SpheronFDN are tapping into distributed community-powered GPUs scaling AI without draining"
X Link @spheron 2025-10-16T11:20Z 148.1K followers, 4077 engagements

"Not every task needs a massive LLM. SLMs can do most of the work faster cheaper and more efficiently. Run them on @SpheronFDN's Fizz Node GPUs to scale AI without draining your budget or compute capacity"
X Link @spheron 2025-10-16T15:33Z 148K followers, 3085 engagements

"Thats seriously impressive matching frontier-level performance with a 1B SLM that runs locally is a huge achievement. Its exciting to see how specialized small models like this are proving that efficiency and accuracy can go hand in hand. A perfect example of where the industry is heading: domain-tuned SLMs that are fast private and deployable anywhere"
X Link @spheron 2025-10-17T07:50Z 148.1K followers, XX engagements

"More rewards just dropped for $SPON stakers $SPON has added more incentives on @AerodromeFi. Stake your $SPON now and start earning AERO emissions instantly. Dont just hold stake and multiply your rewards"
X Link @spheron 2025-10-17T09:02Z 148.1K followers, 3421 engagements

"Imagine a Web3 where data can be proven without being exposed where transparency and privacy finally coexist. Thats what @OrochiNetwork is building - a Verifiable Data Infra redefining trust in the digital world. To make this vision a reality Orochi is partnering with @SpheronFDN leveraging our decentralized GPU compute to accelerate zkVMs zkML and cryptographic workloads at scale. This isnt just a partnership its a shared commitment to build the trust layer of the new internet powered by open verifiable compute"
X Link @spheron 2025-10-17T12:13Z 148.1K followers, 7737 engagements

"The SLM market is about to boom and Spheron is already positioned for it. With 44K+ Fizz Nodes contributing 8.5K+ GPUs and 604K+ CPUs Spheron lets anyone turn a laptop or Mac into a piece of a decentralized GPU network. That means real edge compute capacity where models run closer to users. This isnt reacting to trends; its building the infrastructure the market will need. As demand for specialized SLMs and edge-first solutions rises Spheron isnt just keeping pace; were building what comes next"
X Link @spheron 2025-10-21T08:11Z 148K followers, 3419 engagements

"Dont buy GPUs buy access. Hardware ages. Access scales. With @spheron you get on-demand enterprise-grade compute that grows with your workload no sunk costs no hardware hassle. $SPON gives you scalable AI power without ever owning a single GPU"
X Link @spheron 2025-10-28T04:45Z 148.2K followers, 3149 engagements

"Just finished reading this fascinating survey paper on "Small Language Models for Agentic Systems". This survey argues that Small Language Models (SLMs 112B params) can handle most agent tasks while Large LMs are reserved for the hard edge cases. That simple shift = massive savings and far better latency for real-world agents. Paper"
X Link @spheron 2025-10-28T08:50Z 148K followers, 2112 engagements

"The practical pattern is simple: run an SLM first validate its output against strict JSON/CFG schemas and only execute when confidence and validation pass. If not escalate to an LLM or run a verifier-repair loop. Routing uses proxies such as logprobs and self-consistency along with task tags and budget rules. If SLM uncertainty exceeds a threshold attempt verifier fixes or route the request to an LLM minimizing the need for expensive fallback calls"
X Link @spheron 2025-10-28T08:50Z 148.2K followers, 1734 engagements

"SLM-by-default + LLM-by-exception yields sustainable scalable and cost-efficient agent stacks. Schemas validators routers and cheap adapters give you reliability speed and huge cost savings"
X Link @spheron 2025-10-28T08:50Z 148.2K followers, 1697 engagements

"We just made our x402 integration fully open source. Why Because the future of compute should be built by everyone not hidden behind dashboards. You can now request GPUs pay with stablecoins and deploy workloads directly all from code"
X Link @spheron 2025-10-30T16:20Z 148K followers, 4929 engagements

"Want to make it better Fork the repo. Spot a bug Drop an issue. Got an idea Ship it"
X Link @spheron 2025-10-30T16:20Z 148K followers, 2105 engagements

"Spheron DAO is live exactly as we promised. You can now vote on active proposals influence decisions and help guide the future of decentralized compute. This marks a major leap toward community-led governance and transparent decision-making. Where your votes and ideas directly shape the networks future. Heres what you actually get: Discuss real stuff (grants upgrades partnerships etc.) on Discord Check all the listed proposals on @SnapshotLabs Propose ideas see them live in days not months Full transparency: every vote every discussion and every suggestion"
X Link @spheron 2025-10-31T06:44Z 148K followers, 2124 engagements

"This paper is a great reminder that smaller can sometimes mean smarter. Researchers trained a reranker on a compact 20K-example dataset and it outperformed much larger models trained on millions of samples. The lesson Smarter data design can beat brute-force scaling. Efficiency isnt just about faster chips or bigger clusters; its about using compute intelligently. As AI workloads grow achieving more with less becomes the real edge. At @spheron thats exactly what we focus on: making high-performance GPU compute more accessible efficient and optimized for the builders shaping the future of AI."
X Link @spheron 2025-11-01T10:03Z 148K followers, 2605 engagements

"@Alibaba_Qwen shall we make a tutorial on this"
X Link @spheron 2025-11-01T11:22Z 147.9K followers, XXX engagements