Here's the proofread version: "I want to fine-tune Llama 3 8B on my dataset. Find me an H200 node and get it running using Ocean MCP." One prompt, and Ocean MCP finds you a live node with real specs and pricing, no external search required. Then it walks you through the rest: dataset, fine-tuning approach, and funding, before anything spends. Get started here: https://docs.oncompute.ai/on-mcp/quickstart https://x.com/oncompute/status/2082120644700016682?s=46&t=sfyIS0XeZHZd-w68hBLkvw

The hardest part of using an H200 isn't the H200. It's everything that happens before your code ever runs, and Ocean Network skips most of that. Launch an NVIDIA H200 in minutes for $2.16/hr on the Ocean Network Dashboard: https://dashboard.oncompute.ai/run-job/environments https://x.com/oncompute/status/2081756500909805965?s=46&t=sfyIS0XeZHZd-w68hBLkvw

Ideas are easy; shipping is what counts Build on NVIDIA H200s at $2.16/hr, launch your workload, and let the results speak for themselves. Claim 100 complimentary tokens and run your first job on Ocean Network: https://docs.oncompute.ai/ocean-network-dashboard/claim-your-compy-tokens https://x.com/oncompute/status/2077076155396714854?s=46&t=sfyIS0XeZHZd-w68hBLkvw

You don't pay for compute on Ocean Network. You pay for verified completion of compute✅ Book an H200 for $2.16/hr and your budget is locked in escrow before the job starts Once the network verifies completion, only your exact runtime cost is released and the remaining funds are automatically refunded 😎 Try it: https://dashboard.oncompute.ai/run-job/environments

Most embedding workloads are batch jobs. Text goes in, vectors come out. Nothing about indexing millions of documents needs millisecond latency, yet many teams pay per-token APIs built around it. Instead, rent an NVIDIA H200 for $2.16/hr, run your embedding workload, & pay only for the compute you use: https://dashboard.oncompute.ai/run-job/environments https://x.com/ONcompute/status/2072700321621790884?s=20

Memory is the difference between a tool and a mind. An agent that forgets everything between jobs is starting from zero every time. Persistent storage on Ocean Network changes that. It learns once, writes to a bucket you own, and every job after picks up exactly where the last one stopped. Now let them share. Open one bucket to many agents through an on-chain access list. One plans. Others execute. The memory is common, the work divides itself. This is what an agent economy was waiting for. Agents that remember can specialize. Agents that share can coordinate. And all of it stays yours, on your terms. Try it here: https://docs.oncompute.ai/persistent-storage/quickstart

What's actually blocking your AI and ML work right now? https://x.com/oceanprotocol/status/2066459795880640904

If you're building multi-agent systems, you've probably already noticed how fast orchestration overhead compounds. KV cache grows, inference concurrency spikes, and suddenly GPU memory and bandwidth become a problem. Why does that happen? Running planner, retrieval, memory, and reasoning agents in parallel puts real pressure on infrastructure. This is where multi-agent orchestration becomes a serious compute workload. One slowdown in throughput and the entire pipeline slows down. The NVIDIA H200 Tensor Core GPU was built for workloads like this. 141GB HBM3e VRAM and massive memory bandwidth, designed for long-context, memory-intensive AI systems operating at scale. The best part? H200 GPUs are available on demand at $2.16/hr on Ocean Network: https://dashboard.oncompute.ai/ https://x.com/oceanprotocol/status/2056752487806439457?s=46&t=sfyIS0XeZHZd-w68hBLkvw

With the advent of Ocean Network (@ONcompute), the distance between idea and execution is narrowing. Being able to provision global GPU resources on demand from a unified dashboard changes the speed of iteration. More iteration cycles, more robust AI systems. https://x.com/oceanprotocol/status/2054557216095477832?s=46&t=sfyIS0XeZHZd-w68hBLkvw

A long time ago in a data center far, far away… someone was paying for idle GPUs. Not anymore. May the 4th be with you. 🌊 https://x.com/oceanprotocol/status/2051293635551834256?s=20

The AI agents forging the future need compute. Your GPU has it. GPU owners are already earning from a 2,000 $USDC weekly pool by running benchmarked nodes via the Ocean Network Incentives Program. How it works: pass the eligibility criteria, enter the pool, and earn weekly, proportional to your hardware's performance. Your GPU is a serious piece of infrastructure. Put it to work where it matters. Run a node, get eligible, and start earning: https://x.com/oncompute/status/2049889013285478813?s=46&t=sfyIS0XeZHZd-w68hBLkvw

Good news: you don’t need to leave your editor to run GPU jobs anymore. You write the code, click run, and Ocean Orchestrator handles everything on remote compute. Here’s how to get started: 1.Write your job in Python, JavaScript, or bring your own custom Docker image 2.Pick a node from the Ocean Nodes Dashboard (ONcompute), select your specs, and send the job to your chosen remote GPU 3.Monitor logs and job status live inside your editor 4.Receive outputs automatically in your results folder without chasing files around Behind the scenes, Ocean Orchestrator handles container setup, Compute-to-Data execution, and node coordination, so you don’t have to think about infra at all. https://x.com/oceanprotocol/status/2043712069782954282?s=20

Around 1,000 compute jobs have already been completed by our Alpha cohort ⚡️ Real users are already running AI workloads through Ocean Orchestrator directly from their IDE, while Ocean Nodes execute them remotely across the network. That’s what decentralized compute looks like when it stops being theory and starts running real jobs. Public Beta opens March 16. Things are about to get very interesting. Learn more 👇 https://x.com/ONcompute/status/2031774542834643190?s=20

The real cost of AI is not always the model. It is the idle GPU capacity teams keep around just in case. That is exactly what Ocean Network is built to change⚡️ Right now, Alpha users are putting the network through real workloads: 1. Pay-per-use compute jobs tied to real execution 2. Flexible CPU + GPU selection based on workload and budget, with no forced bundles 3. Ocean Orchestrator, so jobs start from your IDE, and results get pulled back locally In just a few days, these capabilities will open up in Public Beta. See what’s coming 👇 https://docs.oncompute.ai/ https://x.com/ONcompute/status/2031405277099024470?s=20

The Ocean Network Beta is almost here, and it’s about to change the way developers run AI workloads. Since last week, our Alpha cohort has stress-tested the network with real workloads, running over 731 jobs so far across NVIDIA H200s, 1060s, and Tesla T4s. Starting March 16, the gates open: users everywhere can run AI workloads from their IDE on geographically distributed coordinated GPUs with no infra headaches, and pay-per-use This is next-gen orchestratiON: https://www.oncompute.ai/ https://x.com/ONcompute/status/2031039985986527607?s=20

48 hours since Alpha switched ON. ⚡️ 361 compute jobs already executed. Our exclusive cohort is actively stress-testing decentralized compute, running real workloads without managing a single piece of infrastructure. On March 16, the gates open for the public Beta. Get ready to tap into NVIDIA H200 & 1060 GPUs directly from your IDE via the Ocean Orchestrator. ✅ Zero infra management ✅ True pay-per-use compute ✅ Global hardware, on-demand Next Gen OrchestratiON is almost here. See what's coming: https://docs.oncompute.ai/ https://x.com/ONcompute/status/2029233049158726054?s=20

What happens to your AI job if a GPU node crashes halfway through? In decentralized computing, failures can happen. The real question is whether the system handles them predictably Ocean Network is being built with this in mind: 1. Jobs run in isolated containers, so failures stay contained 2. If a node goes down mid-run, the job can restart on the same node once it’s back, keeping execution conditions consistent 3. Funds are only released from escrow when a job is explicitly marked successful 4. If your algorithm fails, you’re billed only for the actual runtime, not the planned window 5. Benchmarking, monitoring, and node reputation help unreliable providers get filtered out over time 6. Users also stay in control: you choose the node, the resources, and when to reroute, so compute stays transparent and reproducible And soon, running AI jobs won’t start in a cloud console, it will start in your IDE https://x.com/oceanprotocol/status/2021569483941318933?s=20

Ocean Protocol Foundation is now sharing the arbitrator’s findings in the Emergency Arbitration. The arbitrator’s findings address various false allegations made by Fetch.AI and SingularityNet. We deeply thank the Ocean community for your patience. https://x.com/oceanprotocol/status/2018578423489204301?s=46&t=I3ZMi5qflH3_c4-cz5phWg

Most AI conversations are stuck on “more GPU” For your AI workloads in 2026, what matters most? https://x.com/oceanprotocol/status/2008862440092737962?s=20

Psst! What if you could turn an idea into a high-quality X post in seconds? That’s what Ocean X Post Generator does 👉 xgen.oceanprotocol.com Enter a topic, pick a vibe, and a custom virality-focused algorithm runs on Ocean Network decentralized compute, exploring what drives engagement on X before generating a tweet tailored to your input. All of this is powered by Ocean Compute-to-Data (C2D), enabling privacy-preserving, verifiable AI execution while keeping the experience simple for creators. Try it free, share your feedback, and... don't forget to tag us when you become the next X influencer 😉 https://x.com/oceanprotocol/status/2000888355999924386?s=46&t=sfyIS0XeZHZd-w68hBLkvw

No long queues. No random timeouts. And yes, 7,200 seconds of free compute that actually helps you get work done With the Ocean VS Code extension, you can run embeddings, model inference, data cleanup, and anything you need on decentralized GPU power through Ocean Nodes Just install the extension and start running your workloads: https://marketplace.visualstudio.com/items?itemName=OceanProtocol.ocean-protocol-vscode-extension https://x.com/oceanprotocol/status/1999808756939464758

Fine-tuning models sounds easy until you actually do it You write the training script, set up a server, move large datasets, manage credentials, pay for idle compute, and still worry about data leaks With the Ocean VS Code extension workflow, the loop is much simpler You attach your training script, add a dataset ID or URL, and hit Run. The computation occurs on Ocean Nodes within a secure zone, where the data already resides. The updated model is returned to your local folder Find out more here: https://docs.oceanprotocol.com/developers/vscode https://x.com/oceanprotocol/status/1997990430940463141?s=20

We just wrapped the CivicLens annotation challenge in partnership with @lunor_ai 206 contributors labeled European Parliament speeches for stance, claims, tone, topic, and ideology cues The result offers valuable insights into political discourse analysis and high-quality data curation Details: https://blog.oceanprotocol.com/annotators-hub-civiclens-turning-speeches-into-signals-e27041c3972c https://x.com/oceanprotocol/status/1995452783000949012?s=20

We acknowledge that binance has the sole discretion to list and accept deposits of $OCEAN. We look forward to continued productive and collaborative cooperation with Binance in the future. https://x.com/oceanprotocol/status/1978807570371318258

From idle GPUs to accelerated global compute We’re building toward a peer-to-peer network that makes serverless AI more open, affordable, and privacy-aware https://x.com/oceanprotocol/status/1973763700013293847

Scale your AI with Ocean Nodes With Ocean C2D, data never leaves the owner control, and identities remain private Soon, you will get access to a global network of decentralized GPU clusters that deliver compute on demand Learn more: https://x.com/oceanprotocol/status/1970834753692598430

5 days remaining 🇰🇷 Seoul, it’s almost time to connect, learn, and vibe On Sep 24, Ocean Protocol x @OasisProtocol are hosting an exclusive rooftop meetup on DePIN & DeFAI 📍Hotel Cappuccino Limited seats available, Register here: https://luma.com/depin-defai-rooftop?tk=WobWwA https://x.com/oceanprotocol/status/1968947645042376886

Test AI workloads from your IDE with Ocean VS Code extension One-click jobs, live progress, results saved to your workspace, and optional dataset selection Learn more: https://x.com/oceanprotocol/status/1968305817373098019?s=46&t=sfyIS0XeZHZd-w68hBLkvw

From data tokenization to private compute, Ocean is your All-in-One Privacy-Preserving Data & Compute Suite 1. Tokenize your data with Ocean CLI, easily convert raw data into Data NFTs, making it uniquely ownable and tradable on-chain 2. Then, create Data Tokens from these NFTs to enable seamless, programmable access and monetization 3. With Ocean Nodes, decentralized infrastructure powers secure data discovery, storage, and transfer across networks 4. Need private compute? Ocean Compute-to-Data (C2D) lets you run AI models on data without exposing the raw info, preserving privacy and compliance Learn more: https://oceanprotocol.com/build/developer-hub/ https://x.com/oceanprotocol/status/1956297817078534278?s=46&t=sfyIS0XeZHZd-w68hBLkvw

“Humanity needs to rage, rage, rage against the dying of the light... and that path is accelerating BCI. It gives us a fighting chance for our brains to touch silicon.” In this video, Ocean Protocol founder @trentmc0 shares why brain-computer interfaces (BCI) could give us a fighting chance by extending our cognition and escaping the limits of biology Watch the full video below https://x.com/oceanprotocol/status/1953037763554512922

GM Oceaners Kicking off the year strong with 350k+ Ocean Nodes The future is decentralized, and we’re building it together! https://x.com/oceanprotocol/status/1876196477007257767

Less than a week to go for the Superintelligence Summit in Bangkok, organised by @oceanprotocol, with support from the @ASI_Alliance and @foresightinst The 3-part full day event features 50+ expert speakers, insightful keynotes, engaging panel discussions, workshops on artificial and human superintelligence and decentralized AI! Check thread for deets! https://x.com/oceanprotocol/status/1853766540056760700?t=IgWa3ei2PF9Vw3vtSkNQNg&s=19

Attention Oceathoners 🌐 The deadline for all submissions for the P4W3 Hackathon’s "Ocean Nodes - Tokenized Intelligence" track is now November 3, 11:59 PM CET. Submit your project here: dorahacks.io/bounty/696 What’s Next? 1. Judging: After submission, our judges will thoroughly review each project. Remember, the use of Ocean's tech stack is mandatory for all entries. 2. Winner Announcement: On November 11, during the Superintelligence Summit in Bangkok, we’ll unveil the winners of the most innovative dapps, who will share a $20,000 prize pool. 🏆 Don’t miss this opportunity to submit your project now! https://x.com/oceanprotocol/status/1852671624392143286?t=Ed0Wsuwu1qLKEV1IffiWyQ&s=19

Attention AI developers! ✋ The P4W3 Hackathon is live, and you’ve got a shot at winning $10,000 by showcasing your skills in the Ocean Nodes - Tokenized Intelligence track 💡💰 Build a dApp using Ocean Nodes tech to enable secure data exchange and monetization for AI 🔐 But hurry there are only 12 days left until the deadline on Nov 1 ⏳ Get started here 👉 dorahacks.io/bounty/696 https://x.com/oceanprotocol/status/1847207150034325806?t=gJfKARpj517y8EdkXJ-y3g&s=19

Media Feature: Ocean Protocol takes the spotlight in solving #AI data privacy and ownership challenges in this article by @RealCoinGeek 🔐 Discover how Ocean open-source tools are innovating access and usage of training data for AI models🤖 Read more👇 https://coingeek.com/the-convergence-of-ai-and-blockchain-a-15-year-prediction/ https://x.com/oceanprotocol/status/1843221295636656596?t=18vLsrU9-WH6oCnhDRSkCQ&s=19

GM Oceaners! 🌊 Monday vibes, time to build, create, and push the limits in Web3 and AI ☕️ https://x.com/oceanprotocol/status/1833055635555901766?t=IAF19X4iqs09mDDukMVkHA&s=19

🎉 Ready to level up your weekend with #AI, #DePin, or #DeFi? Data is the real MVP! 👑 With Ocean’s tech, you can decentralize, tokenize, and make the most of your data 💼 No need to reinvent the wheel—Ocean’s templates have you covered 🛠️ Start now 👇 https://oceanprotocol.com/templates https://x.com/oceanprotocol/status/1826990645921096092?t=rd6Y_zAtEDwByYRuxhtntw&s=19

Hi! We’ve also got some exciting news to share! Us, @oceanprotocol & our frens @OasisProtocol are joining forces for an exclusive event in Singapore 🇸🇬 during @token2049 If you’re into Web3, #privacy, and #decentralized data, this is your moment to dive deep and connect with like-minded innovators 🗓️September 19 |📍Social Bar & Bistro |⏰3:00 PM SGT We’ve got some exclusives to share, so make sure to book your spot here: lu.ma/a851uvvh https://x.com/oceanprotocol/status/1826259008761549147?t=YAaegYumD4admOF4TqTPGQ&s=19

🌊GM, Ocean Noders! 💻🖥️ https://x.com/oceanprotocol/status/1824381387857703396?t=tKa96a73uR5DJU9WQ0U16g&s=19

☀️GM, Oceaners, and to all those building the future of Decentralized #AI🤖 Exciting things are in the works👀🔜 https://x.com/oceanprotocol/status/1823248082898731277?t=8bvRFR40rSdSQT1M8SMMGw&s=19

You still have time! ⏳ The 'Crypto Factor Modeling #DataChallenge' is ongoing. Develop multi-factor risk models and reveal the factors influencing crypto prices. Win your share of the $20K prize pool. 💰 📅 Ending on August 27. 🏆Enter now: bit.ly/3VVqENA https://x.com/oceanprotocol/status/1818578778345316727?t=S5XUZENeg_-HQO1xUpyINg&s=19

🤔Ever wondered how #AI benchmarks can turn #predictions into profit? 💡Discover our insights on Regularized Linear Classifiers with Calibration and see how 3 of our AI #models made a financial impact using @predictoor_ai. Dive into our blogpost on the topic 👇 https://x.com/oceanprotocol/status/1814307122282115168?t=PznhkcRXXiMja1ogscT3Iw&s=19

Data Wizards!✨ Don't miss the 'French Fiscal #AI Innovation & #Prediction' #DataChallenge! Win your share of the $15K prize!🏆 Analyze EU_Commission's tax data and create #ML models using duckdb & ApacheParquet. 📅Ends July 23, 13:00 UTC Enter now: bit.ly/3VDMRQ8 https://x.com/oceanprotocol/status/1808419091348074854?t=eRfyuJh4_5dCXAsI7-LPcQ&s=19

🔎Ready to build factor models? Because @oceanprotocol and @numerai are ready to reward you. Start looking for #data sources! 💰$20,000 USD up for grabs More on Thursday 📅 https://x.com/oceanprotocol/status/1805242351641604484?s=19

🌊Gm, Oceaners and all those visionary dApp builders working towards a sovereign future for a democratic and #open-source #AI economy! https://x.com/oceanprotocol/status/1805156482075308101?t=ykHO8-sy6LBIGX7RWEVp3A&s=19

🚀 Can a 10% spike in #GitHub commits really boost token prices by 2.5%? Find out by checking the insights from the Developer Dynamics #DataChallenge, analyzing GitHub data on developer interactions & their impact on project tokens with #AI & #ML😎👇 https://blog.oceanprotocol.com/analyzing-token-price-correlations-winners-of-the-github-developer-dynamics-data-challenge-85b3fb6441d8 https://x.com/oceanprotocol/status/1804167320249507893?t=_-BCuXfcthAZCO9NIXt9RQ&s=19

Data enthusiasts, don't miss out! ⏳ Join the 'French Fiscal #AI Innovation' #DataChallenge to analyze tax data and develop #ML models with @EU_Commission's using @duckdb and @ApacheParquet. 📅Challenge ends July 23. 🔗 Enter now: bit.ly/3VDMRQ8 https://x.com/oceanprotocol/status/1803783552712036586?t=PVeoc5UR5Lka6rvPpykCWw&s=19

GM, Oceaners! 🌊 We’ve got some updates for the ASI token merger🫡 📅 July 1 - $OCEAN & $AGIX will temporarily consolidate into $FET, before transitioning to the $ASI ticker at a later date Scroll for more details 👇 https://x.com/oceanprotocol/status/1803730753835897095?t=uPqtD--jIXRig-qZQtB3PQ&s=19

Predictoor Data Farmers 🥕🤠 Claim your weekly $OCEAN rewards using AI to predict crypto prices! DF Round 95 is on from June 20-27. Read on, anon: https://blog.oceanprotocol.com/df94-completes-and-df95-launches-ca1c7e93003f?gi=28f94f8d7cb1 https://x.com/oceanprotocol/status/1803669109600817547?t=_uHNEBkOLZkmalK0JXKzPg&s=19

Happy to support @OVioHQ in the #AI x Crypto Base Camp program, focusing on #decentralized AI clouds, AI agents & more!🚀 Congrats to the 7 chosen startups!👏 Excited to follow their journey!✨ @axonexyz @dricity_ai @FungiAgent @redpill_gpt @statelessapi @tuvanalabs @icpp_pro https://x.com/oceanprotocol/status/1803402865949462826?t=40cOeRHLgEOy4JUuwBOANw&s=19