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Rynus Flow: Streamlined Solutions 💠 Using smart contracts, Rynus Flow ensures a smooth workflow from job submission to payment. Key features include: 🔹Data Labeling: Leverage a decentralized workforce for precise, manual data annotation across images, text, and audio. 🔹AI Training: Access a scalable SaaS solution supporting major AI frameworks,...

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Rynus

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21,701 görüntüleme • 1 yıl önce •via X (Twitter)

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Cluster Protocol and ForU AI | ฅ^◡ ⩊ ◡^ฅ join forces in a strategic partnership 🤝 With ForU AI, you’ll: 🔹Champion your Personal IP, combining AI, Data and DiD, for full ownership and profit. 🔹Access token rewards and hyper personalisation across Web2&3, from e-commerce to DeFi Lending. 🔹One D-ID platform and ecosystem benefiting you. 🔹Leverage Community Data Grouping for enhanced insights and profits for communities and partners. Together, we aim to create a more personalized, secure, and rewarding digital experience for users. Earn, play, connect, and... farm FORU tokens! Join now 👇🏻 Stay tuned for more updates!
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Cluster Protocol

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💡Data Scraping vs. Data Mining: Understanding the Difference Ever wondered why OptimAI Network emphasizes Data Mining over simple web scraping? Here’s why: 🔹Web Scraping is surface-level, capturing raw data from websites without context, validation, or depth. 🔹Data Mining, however, is a deeper, intelligent process—extracting, analyzing, validating, and refining data into structured insights essential for advanced AI models. 💫 Why OptimAI Focuses on Data Mining? OptimAI's decentralized nodes don’t just collect data—they actively validate, annotate, and refine it. By leveraging collective human intelligence, edge computing, and autonomous AI agents, we deliver the high-quality, real-world data necessary for powering sophisticated AI. 💫 Why It Matters—and Why You Should Join Now Participate now via our OptimAI Lite Node, and become a foundational part of building the most comprehensive decentralized Reinforcement Data Network for Agentic AI. Mine data, fuel innovation, and earn OPI rewards. 👉 Chrome Extension Node: 👉 Telegram Node: Together, let's redefine data for #DePIN #AI.
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💡Data Scraping vs. Data Mining: Understanding the Difference Ever wondered why OptimAI Network emphasizes Data Mining over simple web scraping? Here’s why: 🔹Web Scraping is surface-level, capturing raw data from websites without context, validation, or depth. 🔹Data Mining, however, is a deeper, intelligent process—extracting, analyzing, validating, and refining data into structured insights essential for advanced AI models. 💫 Why OptimAI Focuses on Data Mining? OptimAI's decentralized nodes don’t just collect data—they actively validate, annotate, and refine it. By leveraging collective human intelligence, edge computing, and autonomous AI agents, we deliver the high-quality, real-world data necessary for powering sophisticated AI. 💫 Why It Matters—and Why You Should Join Now Participate now via our OptimAI Lite Node, and become a foundational part of building the most comprehensive decentralized Reinforcement Data Network for Agentic AI. Mine data, fuel innovation, and earn OPI rewards. 👉 Chrome Extension Node: 👉 Telegram Node: Together, let's redefine data for #DePIN #AI.

OptimAI Network

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⚡️ Introducing SuperDapp 🤖 We’re happy to announce our new IDO listing: SuperDapp, the ultimate super app integrating AI-powered personal assistance, a dynamic developer ecosystem, and a robust token economy. With its AI assistant, AIDA, SuperDapp offers users personalized, efficient communication and task management, creating an unmatched experience across decentralized applications and services. 🔸 Features: ⎔ Secure wallet, encrypted chats, and AI agents for personalized productivity ⎔ Integrated dApp browser and referral systems ⎔ SuperDapp Premium and Super Groups for exclusive content and monetization ⎔ Easy communication and smart access to decentralized applications 🔸 Key Highlights: ⎔ AI-powered digital assistant (AIDA) for smarter, streamlined user experience ⎔ Secure and decentralized interactions through blockchain integration ⎔ Prioritizes user privacy, data ownership, and transparent transactions ⎔ Built-in social features for decentralized networking and collaboration 🔸 IDO Details: ⎔ Token: $SUPR ⎔ Raise: $200,000 ⎔ Network: Rollux ⎔ Date: September 24th ⎔ Optional Refund: Within 3 days Join the future of communication, powered by AI and Web3!
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⚡️ Introducing SuperDapp 🤖 We’re happy to announce our new IDO listing: SuperDapp, the ultimate super app integrating AI-powered personal assistance, a dynamic developer ecosystem, and a robust token economy. With its AI assistant, AIDA, SuperDapp offers users personalized, efficient communication and task management, creating an unmatched experience across decentralized applications and services. 🔸 Features: ⎔ Secure wallet, encrypted chats, and AI agents for personalized productivity ⎔ Integrated dApp browser and referral systems ⎔ SuperDapp Premium and Super Groups for exclusive content and monetization ⎔ Easy communication and smart access to decentralized applications 🔸 Key Highlights: ⎔ AI-powered digital assistant (AIDA) for smarter, streamlined user experience ⎔ Secure and decentralized interactions through blockchain integration ⎔ Prioritizes user privacy, data ownership, and transparent transactions ⎔ Built-in social features for decentralized networking and collaboration 🔸 IDO Details: ⎔ Token: $SUPR ⎔ Raise: $200,000 ⎔ Network: Rollux ⎔ Date: September 24th ⎔ Optional Refund: Within 3 days Join the future of communication, powered by AI and Web3!

Ordify

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Loading DeFAI infrastructure ▓▓▓▓▓▓▓▓▓░ io.net, a decentralized GPU compute network has expanded to power the future of DeFAI for Injective builders. The integration aims to support the growing trend of developers building AI Agents, DeFAI, and gaming initiatives in web3. io.net provides Web3 builders with tools to train, fine-tune, and deploy ML models using decentralized resources. The collaboration combines Injective's iAgent framework with io.net’s extensive GPU network, setting the stage for more accessible and innovative development across use cases that require compute resources. Key features include: ✅ Access to over 10,000 cluster-ready GPUs and CPUs, ✅ AI-driven blockchain activities using Injective's iAgent SDK, and ✅ Potential for new on-chain financial products leveraging GPU pricing and data feeds. 👀 io.net’s DePIN network deploys on-demand, decentralized GPU resources globally, designed for low latency and high-throughput processing. Benefits include reduced barriers for AI/ML projects, enhanced integration of AI with on-chain activities, and democratized access to high-performance computing resources. Together, this marks a significant milestone in decentralized AI infrastructure, addressing key challenges and paving the way for unprecedented innovation in AI development and on-chain finance.
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Loading DeFAI infrastructure ▓▓▓▓▓▓▓▓▓░ io.net, a decentralized GPU compute network has expanded to power the future of DeFAI for Injective builders. The integration aims to support the growing trend of developers building AI Agents, DeFAI, and gaming initiatives in web3. io.net provides Web3 builders with tools to train, fine-tune, and deploy ML models using decentralized resources. The collaboration combines Injective's iAgent framework with io.net’s extensive GPU network, setting the stage for more accessible and innovative development across use cases that require compute resources. Key features include: ✅ Access to over 10,000 cluster-ready GPUs and CPUs, ✅ AI-driven blockchain activities using Injective's iAgent SDK, and ✅ Potential for new on-chain financial products leveraging GPU pricing and data feeds. 👀 io.net’s DePIN network deploys on-demand, decentralized GPU resources globally, designed for low latency and high-throughput processing. Benefits include reduced barriers for AI/ML projects, enhanced integration of AI with on-chain activities, and democratized access to high-performance computing resources. Together, this marks a significant milestone in decentralized AI infrastructure, addressing key challenges and paving the way for unprecedented innovation in AI development and on-chain finance.

Injective 🥷

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🎉OptimAI Lite Node for Chrome Browser Extension is Officially LIVE! OptimAI Network proudly announces the launch of our OptimAI Lite Node on Chrome! 👉 Access it now: This is your chance to be among the early participants to: 🔸Mine Data effortlessly through your browser activities, contributing to the growth of decentralized AI. 🔸Complete Engaging Tasks & Missions to directly support and enhance the OptimAI Network. 🔸Earn OPI Rewards as you contribute, unlocking exclusive incentives and recognition within the community. Join now and turn your Chrome browser into a powerhouse for #DePIN #AI advancement. 🌐 Install the OptimAI Lite Node: Let's Mine Data, Fuel AI, and Earn OPI—together!

OptimAI Network

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🚀 Early Access to Sahara AI Studio is NOW OPEN! The next phase of our testnet is here with exclusive early access to our all-in-one platform designed to transform the AI development lifecycle into a streamlined, integrated experience. Here’s everything you need to know 👇 AI development is fragmented. Devs juggle multiple tools, leading to inefficiencies & high costs. Sahara AI Studio integrates the entire AI lifecycle—from datasets & model training to secure storage & scalable compute—into one seamless experience: 📊 Data Hub: Discover, Manage, and Leverage AI-Ready Datasets Access high-quality, domain-specific, open-source and proprietary datasets through an integrated marketplace. Developers can download, import, or label datasets, making it easier to train and fine-tune models or deploy RAG pipelines. Secure uploads and seamless workflow integration enhance the experience. 🤖 Model Hub: Discover, Customize and Scale AI Workflows with Ease Discover ready-to-use open-source and proprietary models, RAG pipelines, and customizable workflows. Developers can deploy models quickly while maintaining privacy and security through Sahara Vaults. 🖥️ Compute Hub: Flexible, Scalable Compute Resources for AI Innovation Access scalable and secure computing resources tailored to diverse AI workloads. Trusted Execution Environment (TEE) capabilities ensure data privacy, while integration with top compute providers offer flexibility for developers. 🔐 Vaults: Secure Storage for AI Assets Securely store, organize, and manage datasets, models, and other assets in an encrypted central repository. Vaults offer scalability, reproducibility, and user control over AI resources. This is more than just beta testing a platform—it's your chance to help shape the future of decentralized AI development. 📅 How to Apply We're onboarding select developers in a phased approach. Early Access spots are limited, so apply now:
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🚀 Early Access to Sahara AI Studio is NOW OPEN! The next phase of our testnet is here with exclusive early access to our all-in-one platform designed to transform the AI development lifecycle into a streamlined, integrated experience. Here’s everything you need to know 👇 AI development is fragmented. Devs juggle multiple tools, leading to inefficiencies & high costs. Sahara AI Studio integrates the entire AI lifecycle—from datasets & model training to secure storage & scalable compute—into one seamless experience: 📊 Data Hub: Discover, Manage, and Leverage AI-Ready Datasets Access high-quality, domain-specific, open-source and proprietary datasets through an integrated marketplace. Developers can download, import, or label datasets, making it easier to train and fine-tune models or deploy RAG pipelines. Secure uploads and seamless workflow integration enhance the experience. 🤖 Model Hub: Discover, Customize and Scale AI Workflows with Ease Discover ready-to-use open-source and proprietary models, RAG pipelines, and customizable workflows. Developers can deploy models quickly while maintaining privacy and security through Sahara Vaults. 🖥️ Compute Hub: Flexible, Scalable Compute Resources for AI Innovation Access scalable and secure computing resources tailored to diverse AI workloads. Trusted Execution Environment (TEE) capabilities ensure data privacy, while integration with top compute providers offer flexibility for developers. 🔐 Vaults: Secure Storage for AI Assets Securely store, organize, and manage datasets, models, and other assets in an encrypted central repository. Vaults offer scalability, reproducibility, and user control over AI resources. This is more than just beta testing a platform—it's your chance to help shape the future of decentralized AI development. 📅 How to Apply We're onboarding select developers in a phased approach. Early Access spots are limited, so apply now:

Sahara AI 🔆

2,700,827 görüntüleme • 1 yıl önce

Depth Any Video with Scalable Synthetic Data AI physicists and chemists continue to make strides in depth estimation from video. Check out this new paper featuring some impressive examples. See the thread for more details (unfortunately no code yet). Abstract: Video depth estimation has long been hindered by the scarcity of consistent and scalable ground truth data, leading to inconsistent and unreliable results. In this paper, we introduce Depth Any Video, a model that tackles the challenge through two key innovations. First, we develop a scalable synthetic data pipeline, capturing real-time video depth data from diverse game environments, yielding 40,000 video clips of 5-second duration, each with precise depth annotations. Second, we leverage the powerful priors of generative video diffusion models to handle real-world videos effectively, integrating advanced techniques such as rotary position encoding and flow matching to further enhance flexibility and efficiency. Unlike previous models, which are limited to fixed-length video sequences, our approach introduces a novel mixed-duration training strategy that handles videos of varying lengths and performs robustly across different frame rates 0 - even on single frames. At inference, we propose a depth interpolation method that enables our model to infer high-resolution video depth across sequences of up to 150 frames. Our model outperforms all previous generative depth models in terms of spatial accuracy and temporal consistency.
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Depth Any Video with Scalable Synthetic Data AI physicists and chemists continue to make strides in depth estimation from video. Check out this new paper featuring some impressive examples. See the thread for more details (unfortunately no code yet). Abstract: Video depth estimation has long been hindered by the scarcity of consistent and scalable ground truth data, leading to inconsistent and unreliable results. In this paper, we introduce Depth Any Video, a model that tackles the challenge through two key innovations. First, we develop a scalable synthetic data pipeline, capturing real-time video depth data from diverse game environments, yielding 40,000 video clips of 5-second duration, each with precise depth annotations. Second, we leverage the powerful priors of generative video diffusion models to handle real-world videos effectively, integrating advanced techniques such as rotary position encoding and flow matching to further enhance flexibility and efficiency. Unlike previous models, which are limited to fixed-length video sequences, our approach introduces a novel mixed-duration training strategy that handles videos of varying lengths and performs robustly across different frame rates 0 - even on single frames. At inference, we propose a depth interpolation method that enables our model to infer high-resolution video depth across sequences of up to 150 frames. Our model outperforms all previous generative depth models in terms of spatial accuracy and temporal consistency.

MrNeRF

27,428 görüntüleme • 1 yıl önce

🚀 DeXe Protocol is LIVE on Ethereum! 🚀 🔥The first milestone is in action, and DeXe officially launches on Ethereum! Builders can now leverage innovative technologies for decision-making, treasury management, and more on ETH! It is an important milestone for our community. About 70% of DEXE's supply on ETH can now fully access governance tools, managing treasury and smart contracts transparently and autonomously 🔹 Top-Tier Technology Meets the Leading Network DeXe Protocol brings its cutting-edge tools for treasury management, decision-making, and Web3 innovations to Ethereum, the most liquid blockchain, home to over $70B in DeFi TVL and the birthplace of DAOs with about $28B worth of treasuries 🔹 DeXe DAO is now on ETH - Managing the Protocol's smart contracts on Ethereum. - Consolidating and locking the DAO Treasury into DeXe's smart contracts for complete transparency and autonomy 🔹 Multi-Chain Evolution DeXe now bridges BNB Chain and Ethereum, uniting holders and DAO members across both networks. This multi-chain foundation sets the stage for future scaling and expanded functionality This milestone is just the beginning—more exciting updates are coming🚀 💥Join us as we shape the future of decentralized governance! Read more here 👉
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🚀 DeXe Protocol is LIVE on Ethereum! 🚀 🔥The first milestone is in action, and DeXe officially launches on Ethereum! Builders can now leverage innovative technologies for decision-making, treasury management, and more on ETH! It is an important milestone for our community. About 70% of DEXE's supply on ETH can now fully access governance tools, managing treasury and smart contracts transparently and autonomously 🔹 Top-Tier Technology Meets the Leading Network DeXe Protocol brings its cutting-edge tools for treasury management, decision-making, and Web3 innovations to Ethereum, the most liquid blockchain, home to over $70B in DeFi TVL and the birthplace of DAOs with about $28B worth of treasuries 🔹 DeXe DAO is now on ETH - Managing the Protocol's smart contracts on Ethereum. - Consolidating and locking the DAO Treasury into DeXe's smart contracts for complete transparency and autonomy 🔹 Multi-Chain Evolution DeXe now bridges BNB Chain and Ethereum, uniting holders and DAO members across both networks. This multi-chain foundation sets the stage for future scaling and expanded functionality This milestone is just the beginning—more exciting updates are coming🚀 💥Join us as we shape the future of decentralized governance! Read more here 👉

DeXe Protocol

71,726 görüntüleme • 1 yıl önce

I am posting after a Long Time on Twitter, but its to announce a big change. I have started and we are Collecting Egocentric Data at Scale from India, Covering 300 + Commercial Locations 1500 + Households This is the network and base we have built in just past 2 months, as the Robotics companies, VLMs and World Models increase their requirements on Real World Data collection, Human Loops will be keep scaling out capacity. We are on track to collect 1M Hours of Egocentric in the coming 6 months for our clients exclusively. We are maintaining 95% Quality standards across industrial data and running a End - End Operational Management complying all Indian Laws and compensating our partners/operators. (From Environment sourcing, to hardware, Legal contracts, deployment, training, collection, processing) Check our Samples: - Commercial Videos -- Household Videos --- Multimodel ---- Egocentric + Live Audio Narration Links : On the Journey to become #1 India Physical AI Data Partner. We are also building our capacity as annotation and labelling partner for data companies to become end-end partner for companies. A big change from the world of crypto and web3 but physical AI and data space is where i want to build my next venture #Egocentric #EgocentricIndia #PhysicalAI #Robotics #India #AIdata #data #Multimodeldata #worldmodels #VLMs #Humanloops #Egocentridata #Multimodeldata
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I am posting after a Long Time on Twitter, but its to announce a big change. I have started and we are Collecting Egocentric Data at Scale from India, Covering 300 + Commercial Locations 1500 + Households This is the network and base we have built in just past 2 months, as the Robotics companies, VLMs and World Models increase their requirements on Real World Data collection, Human Loops will be keep scaling out capacity. We are on track to collect 1M Hours of Egocentric in the coming 6 months for our clients exclusively. We are maintaining 95% Quality standards across industrial data and running a End - End Operational Management complying all Indian Laws and compensating our partners/operators. (From Environment sourcing, to hardware, Legal contracts, deployment, training, collection, processing) Check our Samples: - Commercial Videos -- Household Videos --- Multimodel ---- Egocentric + Live Audio Narration Links : On the Journey to become #1 India Physical AI Data Partner. We are also building our capacity as annotation and labelling partner for data companies to become end-end partner for companies. A big change from the world of crypto and web3 but physical AI and data space is where i want to build my next venture #Egocentric #EgocentricIndia #PhysicalAI #Robotics #India #AIdata #data #Multimodeldata #worldmodels #VLMs #Humanloops #Egocentridata #Multimodeldata

Shloak

27,867 görüntüleme • 2 ay önce

OptimAI Lite Node v1.1: Built for Scale, Designed for You! 💕 In just 2 weeks since the launch, the OptimAI Network has seen explosive growth—130,000+ active node participants powering the future of decentralized AI. With this incredible momentum came a new challenge: ensuring our network could scale seamlessly to support massive concurrent connections and real-time participation. That’s why we’ve rolled out OptimAI Lite Node v1.1—a major upgrade focused on: + Stabilizing infrastructure to handle high traffic from a global community. + Enhancing performance for smoother data mining, validation, and edge compute participation. + Refining user experience with UI updates that make contributing effortless. Every line of code and infrastructure upgrade was made with one goal in mind: to support YOU—the builders, validators, and visionaries of the OptimAI ecosystem. Now’s the time to bring more friends into the journey. 🔥 The more we grow, the smarter and stronger the network becomes—and the greater the rewards. Let’s keep building, validating, scaling. Together we’re not just powering AI—we’re reshaping how it’s built. Join or revisit the node here: 🌐 Chrome Extension: 📱Telegram Mini-App: What’s Coming Next: OptimAI Edge Node & the Rise of Agentic AI 🔸OptimAI Edge Node (Mobile) We’re working hard on the next major release: the Edge Node for mobile, which will allow mining and AI tasks to run in the background—unlocking more earning opportunities and decentralized compute power from your smartphones. 🔸More Task Types & Missions Expect new types of contributions, from AI-enhanced data validation to edge inference and scraping automation—powered by autonomous mining agents. 🔸Expanded Rewards Program As we grow, more reward tiers, bonuses, and campaigns will be introduced. Your participation now paves the way for long-term benefits. Also, do not forget to checkout our article below and learn more about our latest Community Tips & Best Practices!👇 __________________ OptimAI Network #L2 #DePIN Reinforcement Data Network for #Agentic #AI Mine Data. Fuel AI. Earn Rewards. Turn Your Data into Tomorrow’s AI #Agent. Visit our website at:
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OptimAI Lite Node v1.1: Built for Scale, Designed for You! 💕 In just 2 weeks since the launch, the OptimAI Network has seen explosive growth—130,000+ active node participants powering the future of decentralized AI. With this incredible momentum came a new challenge: ensuring our network could scale seamlessly to support massive concurrent connections and real-time participation. That’s why we’ve rolled out OptimAI Lite Node v1.1—a major upgrade focused on: + Stabilizing infrastructure to handle high traffic from a global community. + Enhancing performance for smoother data mining, validation, and edge compute participation. + Refining user experience with UI updates that make contributing effortless. Every line of code and infrastructure upgrade was made with one goal in mind: to support YOU—the builders, validators, and visionaries of the OptimAI ecosystem. Now’s the time to bring more friends into the journey. 🔥 The more we grow, the smarter and stronger the network becomes—and the greater the rewards. Let’s keep building, validating, scaling. Together we’re not just powering AI—we’re reshaping how it’s built. Join or revisit the node here: 🌐 Chrome Extension: 📱Telegram Mini-App: What’s Coming Next: OptimAI Edge Node & the Rise of Agentic AI 🔸OptimAI Edge Node (Mobile) We’re working hard on the next major release: the Edge Node for mobile, which will allow mining and AI tasks to run in the background—unlocking more earning opportunities and decentralized compute power from your smartphones. 🔸More Task Types & Missions Expect new types of contributions, from AI-enhanced data validation to edge inference and scraping automation—powered by autonomous mining agents. 🔸Expanded Rewards Program As we grow, more reward tiers, bonuses, and campaigns will be introduced. Your participation now paves the way for long-term benefits. Also, do not forget to checkout our article below and learn more about our latest Community Tips & Best Practices!👇 __________________ OptimAI Network #L2 #DePIN Reinforcement Data Network for #Agentic #AI Mine Data. Fuel AI. Earn Rewards. Turn Your Data into Tomorrow’s AI #Agent. Visit our website at:

OptimAI Network

76,435 görüntüleme • 1 yıl önce

🌍 The brand-new CV VC African Blockchain Report is now live! The report, co-published by Absa Corporate and Investment Banking, depicts a clear message: Africa’s blockchain future is already here. Download the full report now: Our annual African Blockchain Report offers a data-rich view into the continent’s rise as a global blockchain frontier. Globally, blockchain made up just 3.2% of VC funding in 2024. In Africa? 7.4%. More than double. That’s not a coincidence. Some key takeaways from the report include: 🔹 Blockchain accounted for 12.7% of all African VC deals and 7.4% of funding, a growing share despite tighter capital markets 🔹 Africa’s share of global blockchain deals rose to 2.3%, even as global venture funding became more selective 🔹 Seed rounds dominated, attracting 34% of blockchain-focused funding, a clear signal of investor faith in early-stage innovation 🔹 Centralized Blockchain Financial Services led by funding share (41%), followed by DeFi (30%), and Data Verification (20%) 🔹 Nigeria led by deal count, while Seychelles ventures secured the highest funding shares at 31.7% 🔹 Median deal size for blockchain ($2.8M) was nearly double the all-sector African median Despite tighter capital conditions driven by both global and local challenges, funding still moved. African blockchain startups focused on practical applications, sharpening their impact across finance, infrastructure, and regulatory-compliant data solutions. Discover more about the African funding landscape and Web3 ecosystem in our report:
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🌍 The brand-new CV VC African Blockchain Report is now live! The report, co-published by Absa Corporate and Investment Banking, depicts a clear message: Africa’s blockchain future is already here. Download the full report now: Our annual African Blockchain Report offers a data-rich view into the continent’s rise as a global blockchain frontier. Globally, blockchain made up just 3.2% of VC funding in 2024. In Africa? 7.4%. More than double. That’s not a coincidence. Some key takeaways from the report include: 🔹 Blockchain accounted for 12.7% of all African VC deals and 7.4% of funding, a growing share despite tighter capital markets 🔹 Africa’s share of global blockchain deals rose to 2.3%, even as global venture funding became more selective 🔹 Seed rounds dominated, attracting 34% of blockchain-focused funding, a clear signal of investor faith in early-stage innovation 🔹 Centralized Blockchain Financial Services led by funding share (41%), followed by DeFi (30%), and Data Verification (20%) 🔹 Nigeria led by deal count, while Seychelles ventures secured the highest funding shares at 31.7% 🔹 Median deal size for blockchain ($2.8M) was nearly double the all-sector African median Despite tighter capital conditions driven by both global and local challenges, funding still moved. African blockchain startups focused on practical applications, sharpening their impact across finance, infrastructure, and regulatory-compliant data solutions. Discover more about the African funding landscape and Web3 ecosystem in our report:

CV Labs

38,186 görüntüleme • 1 yıl önce

Exploring the Arbitrum Ecosystem: join our Arbitrum Voyage on Galxe! 🧑‍🚀 We’ve launched a large-scale campaign together with other talented builders in the Arbitrum ecosystem! Explore the boundless expanse of this open network and earn special rewards — including the exclusive SafePal X1 Hardware Wallets for secure crypto storage! 📅 Dates: August 19 — September 8 💰 Prize pool: $1,150 epic reward + SafePal X1 Hardware Wallets worth $300 🔗 Join here: Meet our special campaign partners: ▫️ — A leading non-custodial wallet suite supported by Animoca Brands, Binance, and Superscrypt. Available on mobile, hardware, and desktop, SafePal supports 200+ blockchains, 16 languages, and serves over 25M users worldwide. ▫️ 1inch — A DeFi aggregator unlocking the next era of cross-chain trading. Users can now perform trustless swaps between Solana and 12 EVM networks in just one click. 1inch ensures the best rates, deep liquidity, and MEV protection, making complex cross-chain transactions as simple as a regular swap. ▫️ OMNIA P̶r̶o̶t̶o̶c̶o̶l PrivacyOS — A specialized RPC provider for DeFi traders, developed by cybersecurity, privacy, and trading experts. Special prize allocation: $150 ▫️ Atomic - Crypto Wallet — A trusted decentralized wallet with over 10M users. Store, swap, and manage DeFi assets, NFTs, and memecoins — all in one secure app. ▫️ Camelot — The go-to liquidity hub for the Arbitrum ecosystem, providing a decentralized exchange and infrastructure for Orbit chains with a focus on speed, flexibility, and innovation. ▫️ iMe Smart Platform — A next-gen AI messenger that merges Telegram with a self-custodial wallet and DeFi tools. Manage your chats, crypto, and use 20+ AI and blockchain features — all in one app. ▫️ Coin98 Super Wallet — A multi-chain DeFi wallet supporting 150+ blockchains and 15,000+ dApps. With 10+ million users worldwide, it empowers DeFi and helps securely connect to the crypto world. The Galxe campaign is now live — participate, climb the leaderboard, and win prizes! 💥
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Exploring the Arbitrum Ecosystem: join our Arbitrum Voyage on Galxe! 🧑‍🚀 We’ve launched a large-scale campaign together with other talented builders in the Arbitrum ecosystem! Explore the boundless expanse of this open network and earn special rewards — including the exclusive SafePal X1 Hardware Wallets for secure crypto storage! 📅 Dates: August 19 — September 8 💰 Prize pool: $1,150 epic reward + SafePal X1 Hardware Wallets worth $300 🔗 Join here: Meet our special campaign partners: ▫️ — A leading non-custodial wallet suite supported by Animoca Brands, Binance, and Superscrypt. Available on mobile, hardware, and desktop, SafePal supports 200+ blockchains, 16 languages, and serves over 25M users worldwide. ▫️ 1inch — A DeFi aggregator unlocking the next era of cross-chain trading. Users can now perform trustless swaps between Solana and 12 EVM networks in just one click. 1inch ensures the best rates, deep liquidity, and MEV protection, making complex cross-chain transactions as simple as a regular swap. ▫️ OMNIA P̶r̶o̶t̶o̶c̶o̶l PrivacyOS — A specialized RPC provider for DeFi traders, developed by cybersecurity, privacy, and trading experts. Special prize allocation: $150 ▫️ Atomic - Crypto Wallet — A trusted decentralized wallet with over 10M users. Store, swap, and manage DeFi assets, NFTs, and memecoins — all in one secure app. ▫️ Camelot — The go-to liquidity hub for the Arbitrum ecosystem, providing a decentralized exchange and infrastructure for Orbit chains with a focus on speed, flexibility, and innovation. ▫️ iMe Smart Platform — A next-gen AI messenger that merges Telegram with a self-custodial wallet and DeFi tools. Manage your chats, crypto, and use 20+ AI and blockchain features — all in one app. ▫️ Coin98 Super Wallet — A multi-chain DeFi wallet supporting 150+ blockchains and 15,000+ dApps. With 10+ million users worldwide, it empowers DeFi and helps securely connect to the crypto world. The Galxe campaign is now live — participate, climb the leaderboard, and win prizes! 💥

daGama

55,230 görüntüleme • 11 ay önce

🌎VerAI is leading the charge for a greener AI future! Traditional AI training in massive data centers burns through energy, emitting CO2 equivalent to thousands of cars.🚗☁️☁️ But VerAI changes the game by using idle CPU/GPU power from contributors’ PCs 💻 Starting from a waitlist base of 30K contributors, we’re tapping into resources already in use, slashing the need for energy-hungry servers and cutting carbon emissions while you earn $VERAI. With this growing community, we’re building a sustainable ecosystem that proves innovation doesn’t have to cost the planet. ☘️🌱🌞 🛠️On the tech side, our platform on Base layer-2 dynamically detects unused compute power in real time, ensuring efficient allocation for AI tasks. Contributors can monitor their impact and earnings hourly, while developers access affordable resources to build transparent AI. It’s a win-win: your PC powers the future of AI, and you get rewarded all with minimal environmental impact.🌲 📊Here’s a mind-blowing fact: If 750 million PCs globally joined VerAI, we could save approximately 62.95 million metric tons of CO2 per year by reducing reliance on energy-intensive data centers for AI training. This calculated estimate assumes 80% of global AI workloads shift to VerAI’s distributed network, using idle resources that would otherwise go to waste. That’s like taking 13.5 million cars off the road annually! Join the waitlist and help us make AI sustainable! 👉 #GreenAI #Earncrypto #BlockchainInnovation
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🌎VerAI is leading the charge for a greener AI future! Traditional AI training in massive data centers burns through energy, emitting CO2 equivalent to thousands of cars.🚗☁️☁️ But VerAI changes the game by using idle CPU/GPU power from contributors’ PCs 💻 Starting from a waitlist base of 30K contributors, we’re tapping into resources already in use, slashing the need for energy-hungry servers and cutting carbon emissions while you earn $VERAI. With this growing community, we’re building a sustainable ecosystem that proves innovation doesn’t have to cost the planet. ☘️🌱🌞 🛠️On the tech side, our platform on Base layer-2 dynamically detects unused compute power in real time, ensuring efficient allocation for AI tasks. Contributors can monitor their impact and earnings hourly, while developers access affordable resources to build transparent AI. It’s a win-win: your PC powers the future of AI, and you get rewarded all with minimal environmental impact.🌲 📊Here’s a mind-blowing fact: If 750 million PCs globally joined VerAI, we could save approximately 62.95 million metric tons of CO2 per year by reducing reliance on energy-intensive data centers for AI training. This calculated estimate assumes 80% of global AI workloads shift to VerAI’s distributed network, using idle resources that would otherwise go to waste. That’s like taking 13.5 million cars off the road annually! Join the waitlist and help us make AI sustainable! 👉 #GreenAI #Earncrypto #BlockchainInnovation

VerAi

13,027 görüntüleme • 1 yıl önce

🪴 GT Protocol Monthly Recap: May 2026 May focused on launching advanced trading infrastructure, introducing AI risk-management tools, and shipping major platform upgrades. 🚀 Hyperliquid Vaults Live Run multiple algorithmic strategies on a single Hyperliquid Vault inside GT App. Enjoy automated execution, auto-rebalancing, and protocol-level security. You can find Vault trading on the Hyperliquid exchange account connection page in the Trade on Vault section. Try it in GT App 👉 🤖 AI Hedge Fund Experiment Live An experimental AI Hedge Fund powered by 5 independent LLM models is live on Hyperliquid. Each model manages $10,000 to test different AI trading personalities and allocation strategies. Discover it now here 👉 📈 Isolated Margin & AI Risk Tools Isolated Margin is live across GT App for precise risk management. Enhanced with AI-powered logic, it assists with dynamic asset monitoring and smarter strategy deployment. Try it in GT App 👉 🔥 Top Strategy Performance Top trader strategies like "lebakien" achieved over +141% profit this month. Users can explore metrics and follow the strategies of top traders directly in the marketplace. Explore Marketplace 👉 🛠 Key Product Updates ⚙️ Strategy Discovery: enhanced demo trading flows and top trader strategy integration. ⚙️ AI Strategy Chat: demoed a flow to create, launch, and test strategies via natural language chat. ⚙️ Advanced Execution: added manual safety orders for granular control over active positions. ⚙️ Testing & Validation: optimized historical data validation for more accurate strategy testing. ⚙️ Knowledge Hub: launched GT Protocol Learn and a new Knowledge Base for streamlined support. ⚙️ Performance: upgraded website structure and improved overall page responsiveness. Find all the latest GT App updates Here 👉 Discover guides, insights, and resources in Learn 👉 and Knowledge Base 👉 📰 GT Protocol AI Digests 4 new AI Digest issues (No.89–92) are live on Medium, covering AI-native hardware, data privacy, and the evolution of AI agents. Read More 👉 May brought institutional-grade AI strategy management closer to every user.
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🪴 GT Protocol Monthly Recap: May 2026 May focused on launching advanced trading infrastructure, introducing AI risk-management tools, and shipping major platform upgrades. 🚀 Hyperliquid Vaults Live Run multiple algorithmic strategies on a single Hyperliquid Vault inside GT App. Enjoy automated execution, auto-rebalancing, and protocol-level security. You can find Vault trading on the Hyperliquid exchange account connection page in the Trade on Vault section. Try it in GT App 👉 🤖 AI Hedge Fund Experiment Live An experimental AI Hedge Fund powered by 5 independent LLM models is live on Hyperliquid. Each model manages $10,000 to test different AI trading personalities and allocation strategies. Discover it now here 👉 📈 Isolated Margin & AI Risk Tools Isolated Margin is live across GT App for precise risk management. Enhanced with AI-powered logic, it assists with dynamic asset monitoring and smarter strategy deployment. Try it in GT App 👉 🔥 Top Strategy Performance Top trader strategies like "lebakien" achieved over +141% profit this month. Users can explore metrics and follow the strategies of top traders directly in the marketplace. Explore Marketplace 👉 🛠 Key Product Updates ⚙️ Strategy Discovery: enhanced demo trading flows and top trader strategy integration. ⚙️ AI Strategy Chat: demoed a flow to create, launch, and test strategies via natural language chat. ⚙️ Advanced Execution: added manual safety orders for granular control over active positions. ⚙️ Testing & Validation: optimized historical data validation for more accurate strategy testing. ⚙️ Knowledge Hub: launched GT Protocol Learn and a new Knowledge Base for streamlined support. ⚙️ Performance: upgraded website structure and improved overall page responsiveness. Find all the latest GT App updates Here 👉 Discover guides, insights, and resources in Learn 👉 and Knowledge Base 👉 📰 GT Protocol AI Digests 4 new AI Digest issues (No.89–92) are live on Medium, covering AI-native hardware, data privacy, and the evolution of AI agents. Read More 👉 May brought institutional-grade AI strategy management closer to every user.

GT Protocol

32,774 görüntüleme • 1 ay önce

Boom! Grok Tasks Make It One Of The Most POWERFUL Real-Time AI Systems In The World. — My How to Use Grok Tasks With Hidden Tools For Powerful Daily Output. Grok Tasks are customizable AI workflows that integrate a variety of tools to streamline daily activities, from research and analysis to creative planning and problem-solving. I have been using them for quite sometime and because of the vital heartbeat of news and first person data on X, it is the most powerful AI platform available. By combining Tasks with tools like web searches, X platform interactions, code execution, and media viewers, you can build efficient, automated processes. These tasks work by prompting Grok with a clear description of what you want to achieve, and Grok will intelligently call the necessary tools in sequence or parallel to deliver results. Here's a step-by-step guide to creating and using Grok Tasks: Step 1: Define Your Task Start by clearly outlining the daily activity or goal. Consider what inputs you have (e.g., a URL, a query, or an attachment) and what output you need (e.g., a summary, calculation, or visual analysis). Break it down into subtasks to identify tool needs. For example, if your task involves researching current events, note that you'll need search and browsing capabilities. Step 2: Review Available Tools Familiarize yourself with the tools Grok can access. Here's a quick overview: - Code Execution: Run Python code for calculations, data processing, or simulations using libraries like numpy, pandas, or sympy. - Browse Page: Fetch and summarize content from any website URL with custom instructions. - Web Search: Perform general internet searches, returning results with optional operators like site:. - Web Search With Snippets: Get quick, detailed excerpts from search results for fact-checking. - X Keyword Search: Advanced search for X posts using operators like from:, since:, or filter:. - X Semantic Search: Find semantically related X posts based on a query, with filters for dates or users. - X User Search: Locate X users by name or handle. - X Thread Fetch: Retrieve a full X post thread, including context like replies and parents. - View Image: Analyze an image from a URL or conversation ID. - View X Video: Extract frames and subtitles from an X-hosted video. - Search PDF Attachment: Query a PDF file for relevant pages using keyword or regex modes. - Browse PDF Attachment: View specific pages of a PDF with text and screenshots. Select tools that align with your task. Aim for a mix to handle data gathering, processing, and visualization. Step 3: Craft Your Prompt Write a detailed prompt to Grok describing the task. Include: - The overall goal. - Specific steps or subtasks. - References to tools if you want to guide the process (e.g., "Use web_search to find sources, then code_execution to analyze data"). - Any constraints, like dates or limits. Example prompt: "Create a Grok Task for my morning routine: Search recent X posts about tech news using x_keyword_search, fetch a key thread with x_thread_fetch, and summarize with browse_page on linked articles." Step 4: Submit and Interact Send your prompt to Grok. It will process the task by calling tools as needed, often in parallel for efficiency. Review the output and refine with follow-up prompts if required (e.g., "Expand on that using view_image for visuals"). Iterate to fine-tune the workflow for reuse. Step 5: Save and Reuse Once refined, note the prompt as a template for future use. You can adapt it for similar tasks, making Grok Tasks a habitual part of your day. Finding Grok Tasks To discover existing Grok Tasks or inspiration for new ones, use X searches with tools like x_keyword_search or x_semantic_search (e.g., query: "Grok Tasks examples" with mode: Latest). Browse community-shared threads via x_thread_fetch, or web_search for tutorials on xAI features. Prompt Grok directly: "Show me popular Grok Tasks for productivity." 1 of 3
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Boom! Grok Tasks Make It One Of The Most POWERFUL Real-Time AI Systems In The World. — My How to Use Grok Tasks With Hidden Tools For Powerful Daily Output. Grok Tasks are customizable AI workflows that integrate a variety of tools to streamline daily activities, from research and analysis to creative planning and problem-solving. I have been using them for quite sometime and because of the vital heartbeat of news and first person data on X, it is the most powerful AI platform available. By combining Tasks with tools like web searches, X platform interactions, code execution, and media viewers, you can build efficient, automated processes. These tasks work by prompting Grok with a clear description of what you want to achieve, and Grok will intelligently call the necessary tools in sequence or parallel to deliver results. Here's a step-by-step guide to creating and using Grok Tasks: Step 1: Define Your Task Start by clearly outlining the daily activity or goal. Consider what inputs you have (e.g., a URL, a query, or an attachment) and what output you need (e.g., a summary, calculation, or visual analysis). Break it down into subtasks to identify tool needs. For example, if your task involves researching current events, note that you'll need search and browsing capabilities. Step 2: Review Available Tools Familiarize yourself with the tools Grok can access. Here's a quick overview: - Code Execution: Run Python code for calculations, data processing, or simulations using libraries like numpy, pandas, or sympy. - Browse Page: Fetch and summarize content from any website URL with custom instructions. - Web Search: Perform general internet searches, returning results with optional operators like site:. - Web Search With Snippets: Get quick, detailed excerpts from search results for fact-checking. - X Keyword Search: Advanced search for X posts using operators like from:, since:, or filter:. - X Semantic Search: Find semantically related X posts based on a query, with filters for dates or users. - X User Search: Locate X users by name or handle. - X Thread Fetch: Retrieve a full X post thread, including context like replies and parents. - View Image: Analyze an image from a URL or conversation ID. - View X Video: Extract frames and subtitles from an X-hosted video. - Search PDF Attachment: Query a PDF file for relevant pages using keyword or regex modes. - Browse PDF Attachment: View specific pages of a PDF with text and screenshots. Select tools that align with your task. Aim for a mix to handle data gathering, processing, and visualization. Step 3: Craft Your Prompt Write a detailed prompt to Grok describing the task. Include: - The overall goal. - Specific steps or subtasks. - References to tools if you want to guide the process (e.g., "Use web_search to find sources, then code_execution to analyze data"). - Any constraints, like dates or limits. Example prompt: "Create a Grok Task for my morning routine: Search recent X posts about tech news using x_keyword_search, fetch a key thread with x_thread_fetch, and summarize with browse_page on linked articles." Step 4: Submit and Interact Send your prompt to Grok. It will process the task by calling tools as needed, often in parallel for efficiency. Review the output and refine with follow-up prompts if required (e.g., "Expand on that using view_image for visuals"). Iterate to fine-tune the workflow for reuse. Step 5: Save and Reuse Once refined, note the prompt as a template for future use. You can adapt it for similar tasks, making Grok Tasks a habitual part of your day. Finding Grok Tasks To discover existing Grok Tasks or inspiration for new ones, use X searches with tools like x_keyword_search or x_semantic_search (e.g., query: "Grok Tasks examples" with mode: Latest). Browse community-shared threads via x_thread_fetch, or web_search for tutorials on xAI features. Prompt Grok directly: "Show me popular Grok Tasks for productivity." 1 of 3

Brian Roemmele

152,242 görüntüleme • 7 ay önce

Our 2025 Achievements at Propbase It has been a rockstar start to the year and we have so much more to come after so many achievements already! H1 - So far Launched Propbase 2.0 Technical Roadmap We unveiled our Propbase 2.0 roadmap, focusing on DeFi-inspired lending, AI-powered automation, and institutional-grade tokenization infrastructure. Why It Matters: This roadmap is our blueprint for transforming real estate investment. By integrating DeFi mechanics and AI, we’re scaling our platform to attract both retail and institutional investors, boosting our ecosystem’s total value locked (TVL). Tokenized and Sold Out Ramada Plaza by Wyndham We tokenized a Ramada Plaza by Wyndham property, and it sold out in just 11 hours. Why It Matters: This rapid sell-out shows the trust our investors place in us. It proves we can deliver high-quality assets, making real estate investment accessible with fractional ownership starting at $100. Revamped Our Website and Updated PROPS Vesting We launched a sleek new website and introduced a performance-driven PROPS vesting schedule to reward long-term holders. Why It Matters: Our new website makes it easier for users to explore our platform, while the vesting schedule—unique in crypto—builds confidence among token holders, aligning incentives for long-term growth. Switched to Native USDC Across Products We transitioned from USDT to native USDC for all our products, including crowdfunding, trading, and staking. Why It Matters: USDC’s reliability enhances transaction security and aligns us with global standards, making our platform more appealing to investors worldwide. Passed Certik Audit for APEX Smart Contracts Our Apex platform, a decentralized marketplace for property-backed tokens, passed a Certik audit with flying colors. Why It Matters: Security is our priority. This audit reassures our users that Apex’s smart contracts are rock-solid, enabling safe and scalable trading. Fully Launched Our Secondary Marketplace We rolled out our secondary marketplace, allowing users to buy and sell tokenized property shares with improved liquidity. Why It Matters: This marketplace solves the liquidity challenge in real estate, letting investors trade stakes anytime, anywhere, which drives engagement and trading volume. Deepened Integration with Aptos Ecosystem We focused on integrating with the Aptos blockchain, prioritizing TVL growth through Propbase Nexus and trading volume on our secondary marketplace. Why It Matters: Aptos’s scalability and low fees make our platform more efficient. This integration fuels our growth and strengthens our role in the Aptos ecosystem. Started Mobile App Development 💎💎💎Coming H2 2025💎💎💎 Propbase App Full-stack development for our iOS and Android apps, with a beta rollout planned for early users, featuring trading, staking, and governance. Why It Matters: A mobile app makes our platform accessible on the go, meeting user expectations and driving adoption among a broader audience. P2P Lending and Borrowing P2P lending and borrowing system, inspired by Aave and Compound, letting users borrow USDC using asset-backed tokens as collateral. Why It Matters: This DeFi feature unlocks capital for investors without forcing asset sales, boosting token utility and attracting DeFi enthusiasts. AI-Powered Liquidity Automation AI models to automate liquidity stability across our asset pools, using DEFAI for real-time risk management and market optimization. Why It Matters: Our AI ensures price stability and efficient liquidity, setting us apart as a tech-forward platform and building investor trust. Make sure you're here with us in 2025 H2 for Propbase to give you more than what they already have from H1
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Our 2025 Achievements at Propbase It has been a rockstar start to the year and we have so much more to come after so many achievements already! H1 - So far Launched Propbase 2.0 Technical Roadmap We unveiled our Propbase 2.0 roadmap, focusing on DeFi-inspired lending, AI-powered automation, and institutional-grade tokenization infrastructure. Why It Matters: This roadmap is our blueprint for transforming real estate investment. By integrating DeFi mechanics and AI, we’re scaling our platform to attract both retail and institutional investors, boosting our ecosystem’s total value locked (TVL). Tokenized and Sold Out Ramada Plaza by Wyndham We tokenized a Ramada Plaza by Wyndham property, and it sold out in just 11 hours. Why It Matters: This rapid sell-out shows the trust our investors place in us. It proves we can deliver high-quality assets, making real estate investment accessible with fractional ownership starting at $100. Revamped Our Website and Updated PROPS Vesting We launched a sleek new website and introduced a performance-driven PROPS vesting schedule to reward long-term holders. Why It Matters: Our new website makes it easier for users to explore our platform, while the vesting schedule—unique in crypto—builds confidence among token holders, aligning incentives for long-term growth. Switched to Native USDC Across Products We transitioned from USDT to native USDC for all our products, including crowdfunding, trading, and staking. Why It Matters: USDC’s reliability enhances transaction security and aligns us with global standards, making our platform more appealing to investors worldwide. Passed Certik Audit for APEX Smart Contracts Our Apex platform, a decentralized marketplace for property-backed tokens, passed a Certik audit with flying colors. Why It Matters: Security is our priority. This audit reassures our users that Apex’s smart contracts are rock-solid, enabling safe and scalable trading. Fully Launched Our Secondary Marketplace We rolled out our secondary marketplace, allowing users to buy and sell tokenized property shares with improved liquidity. Why It Matters: This marketplace solves the liquidity challenge in real estate, letting investors trade stakes anytime, anywhere, which drives engagement and trading volume. Deepened Integration with Aptos Ecosystem We focused on integrating with the Aptos blockchain, prioritizing TVL growth through Propbase Nexus and trading volume on our secondary marketplace. Why It Matters: Aptos’s scalability and low fees make our platform more efficient. This integration fuels our growth and strengthens our role in the Aptos ecosystem. Started Mobile App Development 💎💎💎Coming H2 2025💎💎💎 Propbase App Full-stack development for our iOS and Android apps, with a beta rollout planned for early users, featuring trading, staking, and governance. Why It Matters: A mobile app makes our platform accessible on the go, meeting user expectations and driving adoption among a broader audience. P2P Lending and Borrowing P2P lending and borrowing system, inspired by Aave and Compound, letting users borrow USDC using asset-backed tokens as collateral. Why It Matters: This DeFi feature unlocks capital for investors without forcing asset sales, boosting token utility and attracting DeFi enthusiasts. AI-Powered Liquidity Automation AI models to automate liquidity stability across our asset pools, using DEFAI for real-time risk management and market optimization. Why It Matters: Our AI ensures price stability and efficient liquidity, setting us apart as a tech-forward platform and building investor trust. Make sure you're here with us in 2025 H2 for Propbase to give you more than what they already have from H1

Propbase

46,508 görüntüleme • 1 yıl önce

Biomni Lab lets biologists collaborate with AI agents to finish complex tasks end-to-end. Here are 15 popular use cases, each link is a full replay so you can watch the agent work through every step: 1. Spatial transcriptomics analysis: map gene expression across tissue architecture from spatial transcriptomics data, with spatial clustering and neighborhood analysis. 2. Binder design: design de novo protein binders against a target structure using computational protein design tools. 3. Biomarker panel design: identify and optimize a multi-marker diagnostic or prognostic panel from omics data. 4. Clinical trial landscaping: search and summarize the trial landscape for a disease area, mapping phase, endpoints, and sponsor activity. 5. Survival analysis: pull clinical and expression data, fit Cox models, generate Kaplan-Meier curves, and identify prognostic markers. 6. scRNA-seq processing and annotation: from raw counts to UMAP clustering, marker gene detection, and automated cell type labeling. 7. Cell-cell communication: infer ligand-receptor interactions between cell types from single-cell data and map intercellular signaling networks. 8. Primer design for novel Cas13: analyze a putative Cas13 protein from a metagenomic screen—verify the ORF, identify HEPN domains, and design cloning primers with restriction sites and a FLAG 9. Proteomics differential expression: normalize mass spec data, run statistical tests, and visualize differentially abundant proteins. 10. Gene regulatory network inference: reconstruct transcription factor-target gene networks from expression data and identify key regulators. 11. Gene co-expression network analysis: build weighted co-expression networks, identify gene modules, and correlate them with phenotypic traits. 12. Microbiome analysis: process 16S/metagenomic sequencing data to profile microbial communities, diversity, and differential abundance. 13. Polygenic risk scores: compute and evaluate PRS from GWAS summary statistics against a target cohort. 14. Variant annotation: annotate genetic variants with functional predictions, allele frequencies, and clinical significance. 15. Fine-mapping: narrow GWAS loci to credible causal variants using statistical fine-mapping methods. Each of these would normally take days to weeks of scripting, debugging, and iteration. In Biomni Lab, the agent handles the full execution while you steer the science. Learn more:
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Biomni Lab lets biologists collaborate with AI agents to finish complex tasks end-to-end. Here are 15 popular use cases, each link is a full replay so you can watch the agent work through every step: 1. Spatial transcriptomics analysis: map gene expression across tissue architecture from spatial transcriptomics data, with spatial clustering and neighborhood analysis. 2. Binder design: design de novo protein binders against a target structure using computational protein design tools. 3. Biomarker panel design: identify and optimize a multi-marker diagnostic or prognostic panel from omics data. 4. Clinical trial landscaping: search and summarize the trial landscape for a disease area, mapping phase, endpoints, and sponsor activity. 5. Survival analysis: pull clinical and expression data, fit Cox models, generate Kaplan-Meier curves, and identify prognostic markers. 6. scRNA-seq processing and annotation: from raw counts to UMAP clustering, marker gene detection, and automated cell type labeling. 7. Cell-cell communication: infer ligand-receptor interactions between cell types from single-cell data and map intercellular signaling networks. 8. Primer design for novel Cas13: analyze a putative Cas13 protein from a metagenomic screen—verify the ORF, identify HEPN domains, and design cloning primers with restriction sites and a FLAG 9. Proteomics differential expression: normalize mass spec data, run statistical tests, and visualize differentially abundant proteins. 10. Gene regulatory network inference: reconstruct transcription factor-target gene networks from expression data and identify key regulators. 11. Gene co-expression network analysis: build weighted co-expression networks, identify gene modules, and correlate them with phenotypic traits. 12. Microbiome analysis: process 16S/metagenomic sequencing data to profile microbial communities, diversity, and differential abundance. 13. Polygenic risk scores: compute and evaluate PRS from GWAS summary statistics against a target cohort. 14. Variant annotation: annotate genetic variants with functional predictions, allele frequencies, and clinical significance. 15. Fine-mapping: narrow GWAS loci to credible causal variants using statistical fine-mapping methods. Each of these would normally take days to weeks of scripting, debugging, and iteration. In Biomni Lab, the agent handles the full execution while you steer the science. Learn more:

Kexin Huang

27,189 görüntüleme • 3 ay önce