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Ritual natively enables AI computation onchain. That includes LLM inference, ML, and any arbitrary logic. While this fundamentally changes what smart contracts can do, the learning curve is real, which is why we one curated entry point to cut through the noise ⏬⏬ Welcome to Ritual Tools, everything a... show more

Ritual Foundation

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34,948 views • 3 months ago •via X (Twitter)

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You can now post-train a model inside your existing production harness with our platform, AC2. A production harness is a whole engineered system around the LLM, with its own context management, tools, sandboxing, and control flows. Porting that into a new training runtime can be expensive and could introduce train-test mismatch, where the policy is optimized against a simulated harness and then struggles in production. All you need to do is swap out the harness’ LLM response endpoint to one provided by AC2, and expose a lightweight protocol for AC2 to initiate and grade rollouts; the trainer handles the rest.

You can now post-train a model inside your existing production harness with our platform, AC2. A production harness is a whole engineered system around the LLM, with its own context management, tools, sandboxing, and control flows. Porting that into a new training runtime can be expensive and could introduce train-test mismatch, where the policy is optimized against a simulated harness and then struggles in production. All you need to do is swap out the harness’ LLM response endpoint to one provided by AC2, and expose a lightweight protocol for AC2 to initiate and grade rollouts; the trainer handles the rest.

Applied Compute

182,521 views • 2 months ago

NEW: AI Papers of the Week Collection I just released my AI Papers of the Week collection under our Resources hub. Now you can easily find some of the most important AI papers in one place. You can also use our new AI tutor to recommend top AI papers on any topic of interest or topics you are learning about on the platform. Learning about AI is not enough. It's important to keep up to date. So this is why we are building all these tools and resources to help with that. Go try it out here: We will update the collection every week and add new paper collections in the coming weeks. We have another killer feature dropping soon to read and annotate papers, including a completely new way to study and digest AI papers. Stay tuned!

NEW: AI Papers of the Week Collection I just released my AI Papers of the Week collection under our Resources hub. Now you can easily find some of the most important AI papers in one place. You can also use our new AI tutor to recommend top AI papers on any topic of interest or topics you are learning about on the platform. Learning about AI is not enough. It's important to keep up to date. So this is why we are building all these tools and resources to help with that. Go try it out here: We will update the collection every week and add new paper collections in the coming weeks. We have another killer feature dropping soon to read and annotate papers, including a completely new way to study and digest AI papers. Stay tuned!

elvis

16,882 views • 3 months ago

Ritual Community Builders Program Ritual is launching a global builders network + research collective at the frontier of onchain AI. What it’s about: •Bringing together developers, researchers, and educators exploring AI, cryptography & blockchain as one discipline. •Covering cutting-edge topics: zkML, SMPC, verifiable inference, algorithmic ethics. •Builders don’t collect certificates, they run experiments, build proofs, and share code that moves the field forward. •Connecting academia, industry teams, and global dev communities to lower barriers for building AI-native protocols. Why it matters: • Turn theory into practice with paper-to-code workshops, demos, and technical deep dives. • Encourage ethical, privacy-preserving, and transparent AI development on-chain. • Make advanced AI knowledge accessible through bootcamps, study circles & multilingual content. • Unite Ritual’s ecosystem partners, research teams, and independent builders under one vision: open, provable AI. How to join: •Fill out the application form. •Applications reviewed in 1–2 weeks. •Selected builders join an onboarding call. •Receive toolkit, curriculum roadmap & access to bi-weekly sessions. •Start contributing: research, workshops, prototypes, or community activities. Apply now. 👉 Link in comments. Ritual Foundation

Ritual Community Builders Program Ritual is launching a global builders network + research collective at the frontier of onchain AI. What it’s about: •Bringing together developers, researchers, and educators exploring AI, cryptography & blockchain as one discipline. •Covering cutting-edge topics: zkML, SMPC, verifiable inference, algorithmic ethics. •Builders don’t collect certificates, they run experiments, build proofs, and share code that moves the field forward. •Connecting academia, industry teams, and global dev communities to lower barriers for building AI-native protocols. Why it matters: • Turn theory into practice with paper-to-code workshops, demos, and technical deep dives. • Encourage ethical, privacy-preserving, and transparent AI development on-chain. • Make advanced AI knowledge accessible through bootcamps, study circles & multilingual content. • Unite Ritual’s ecosystem partners, research teams, and independent builders under one vision: open, provable AI. How to join: •Fill out the application form. •Applications reviewed in 1–2 weeks. •Selected builders join an onboarding call. •Receive toolkit, curriculum roadmap & access to bi-weekly sessions. •Start contributing: research, workshops, prototypes, or community activities. Apply now. 👉 Link in comments. Ritual Foundation

Keith (❖,❖) , ✧ᴗ✧

45,913 views • 10 months ago

Bittensor is built for an agentic world. The new Bittensor documentation is machine-readable. Agents can load the full corpus into a context window, discover chain operations, preview them, and execute them. Builders also get a clearer path into the network, with a five-minute Quickstart, SDK and CLI guides, and migration resources. Full documentation in the first comment.

Bittensor is built for an agentic world. The new Bittensor documentation is machine-readable. Agents can load the full corpus into a context window, discover chain operations, preview them, and execute them. Builders also get a clearer path into the network, with a five-minute Quickstart, SDK and CLI guides, and migration resources. Full documentation in the first comment.

Openτensor Foundaτion

42,072 views • 3 months ago

Today, we launched a brand-new intelligent Search box. Here's what that means: An upgrade to the Search experience with our most advanced Gemini 3.5 models, bringing with them our latest agentic capabilities You can ask across modalities (text, images, files, and videos) and Search can reason across them all We're combining AI Overviews and AI Mode into one, seamless AI Search experience. So you can ask follow-up questions, build context, and received even more tailored and personalized responses This new AI Search experience is live today across desktop and mobile, worldwide.

Google AI

45,701 views • 5 months ago

With our latest integration of Cookie, Gemma can now solve one of the most common problems users face: understanding complex DeFi and AI agent analytics. This new integration enables Gemma to easily provide deeper insights into protocol mindshare, token dominance, and chain TVL, making advanced analytics simple and accessible. Here's an example of how effortlessly you can ask Gemma to clarify key insights: "What is the current top 10 agents' mindshare according to Cookie?" "Can you explain the recent benchmark performance of Aixbt Agent according to Cookie?" Here are the results:

With our latest integration of Cookie, Gemma can now solve one of the most common problems users face: understanding complex DeFi and AI agent analytics. This new integration enables Gemma to easily provide deeper insights into protocol mindshare, token dominance, and chain TVL, making advanced analytics simple and accessible. Here's an example of how effortlessly you can ask Gemma to clarify key insights: "What is the current top 10 agents' mindshare according to Cookie?" "Can you explain the recent benchmark performance of Aixbt Agent according to Cookie?" Here are the results:

Hey Anon

53,513 views • 1 year ago

🚀 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 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 views • 1 year ago

Make any knowledge base or LLM wiki follow the Open Knowledge Format with our new OKF plugin. OKF is an open spec created by Google that makes markdown-based knowledge bases portable and interoperable through a set of shared patterns and rules. With the new plugin, you can easily convert any existing knowledge base to OKF, and have agents write and maintain your wiki in the format. The plugin leverages a combination of linting, deterministic rules, and automations for creating special files like 𝚒𝚗𝚍𝚎𝚡.𝚖𝚍. It also adds a skill and leverages our MCP tools to give agents real-time hints and warnings as they write, so issues get caught immediately — plus 𝚊𝚞𝚍𝚒𝚝 and 𝚕𝚒𝚗𝚝 tools to check the entire knowledge base any time.

Make any knowledge base or LLM wiki follow the Open Knowledge Format with our new OKF plugin. OKF is an open spec created by Google that makes markdown-based knowledge bases portable and interoperable through a set of shared patterns and rules. With the new plugin, you can easily convert any existing knowledge base to OKF, and have agents write and maintain your wiki in the format. The plugin leverages a combination of linting, deterministic rules, and automations for creating special files like 𝚒𝚗𝚍𝚎𝚡.𝚖𝚍. It also adds a skill and leverages our MCP tools to give agents real-time hints and warnings as they write, so issues get caught immediately — plus 𝚊𝚞𝚍𝚒𝚝 and 𝚕𝚒𝚗𝚝 tools to check the entire knowledge base any time.

OpenKnowledge

139,843 views • 2 months ago

Binance Smart Money Traders has just landed on Mirrorly. ⚡️ You can now mirror Binance new leaderboard - live, in real time - straight into one of our supported exchanges, with full dynamic sizing & logic. Mirrorly is the first platform to support it, and we’ve already added 30 + curated traders from the Smart Money board. Be first to the new leaderboard. link in bio!

Binance Smart Money Traders has just landed on Mirrorly. ⚡️ You can now mirror Binance new leaderboard - live, in real time - straight into one of our supported exchanges, with full dynamic sizing & logic. Mirrorly is the first platform to support it, and we’ve already added 30 + curated traders from the Smart Money board. Be first to the new leaderboard. link in bio!

Mirrorly

55,706 views • 1 year ago

Next Frontier: Predictions 📈 Our goal is for MobyScreener to become the home for all types of onchain discovery. We started by reshaping token discovery with MobyScreener and Whale Watch by Moby Now, we’re expanding into Prediction Markets with the launch of Smart Money Feeds natively on This live feed tracks the top traders on Polymarket, showing you exactly what they’re buying and selling in real time. Our algorithm identifies the most profitable bettors onchain and surfaces their trades in a clean, actionable UI. Smart Money Feeds is just the beginning of a new wave of features designed to transform how traders win with Prediction Markets.

Next Frontier: Predictions 📈 Our goal is for MobyScreener to become the home for all types of onchain discovery. We started by reshaping token discovery with MobyScreener and Whale Watch by Moby Now, we’re expanding into Prediction Markets with the launch of Smart Money Feeds natively on This live feed tracks the top traders on Polymarket, showing you exactly what they’re buying and selling in real time. Our algorithm identifies the most profitable bettors onchain and surfaces their trades in a clean, actionable UI. Smart Money Feeds is just the beginning of a new wave of features designed to transform how traders win with Prediction Markets.

Moby

121,666 views • 1 year ago

The New $HASHAI Website Is Live💥 Check it out! 👉 This redesign isn’t just a fresh look, our new site is purpose-built to guide users seamlessly through our ecosystem, converting curiosity into real engagement. 🔹A clearer, more intuitive breakdown of everything that Hash AI has to offer 🔹Deeper insight into what we have built over the past 15 months 🔹Optimised for both newcomers and long-term supporters As the first touchpoint for many, our website had to reflect the scale, progress, and ambition driving Hash AI. And now, it does. More updates to this new site will be coming soon, as we begin to rollout our upcoming tokenised RWAs.

The New $HASHAI Website Is Live💥 Check it out! 👉 This redesign isn’t just a fresh look, our new site is purpose-built to guide users seamlessly through our ecosystem, converting curiosity into real engagement. 🔹A clearer, more intuitive breakdown of everything that Hash AI has to offer 🔹Deeper insight into what we have built over the past 15 months 🔹Optimised for both newcomers and long-term supporters As the first touchpoint for many, our website had to reflect the scale, progress, and ambition driving Hash AI. And now, it does. More updates to this new site will be coming soon, as we begin to rollout our upcoming tokenised RWAs.

Hash AI

17,699 views • 1 year ago

Building AI agents is finally simple — and Airia is leading the way. I’ve been testing Airia AI , enterprise AI orchestration platform that unifies every model, workflow, and data source into one secure environment. Whether you’re a developer, analyst, creator, or enterprise leader, Airia makes it incredibly easy to build powerful AI agents — without wrestling with multiple tools or complex integrations. Using the no-code builder, you can drag-and-drop actions, connect data, choose your LLM, and launch an agent in minutes. Then run it live, publish it, and even share it with the Airia Community, home to 2,500+ pre-built agents you can use or remix. If you want to automate workflows, prototype faster, or explore real enterprise AI use cases, Airia is the place to start. 👉 Build your first agent today: 👉 Explore the community: #Airia #AgenticAI #AIOrchestration #AIAgents #AIWorkflow #DigitalTransformation

Building AI agents is finally simple — and Airia is leading the way. I’ve been testing Airia AI , enterprise AI orchestration platform that unifies every model, workflow, and data source into one secure environment. Whether you’re a developer, analyst, creator, or enterprise leader, Airia makes it incredibly easy to build powerful AI agents — without wrestling with multiple tools or complex integrations. Using the no-code builder, you can drag-and-drop actions, connect data, choose your LLM, and launch an agent in minutes. Then run it live, publish it, and even share it with the Airia Community, home to 2,500+ pre-built agents you can use or remix. If you want to automate workflows, prototype faster, or explore real enterprise AI use cases, Airia is the place to start. 👉 Build your first agent today: 👉 Explore the community: #Airia #AgenticAI #AIOrchestration #AIAgents #AIWorkflow #DigitalTransformation

Adarsh Chetan

269,683 views • 11 months ago

Our Onchain OS Market Skill now includes Signal. Signal aggregates smart money activity across chains and turns it into structured buy signals your agent can act on. Update your Skills and run: “Show me what smart money is buying on [CHAIN].” Docs:

Our Onchain OS Market Skill now includes Signal. Signal aggregates smart money activity across chains and turns it into structured buy signals your agent can act on. Update your Skills and run: “Show me what smart money is buying on [CHAIN].” Docs:

OKX Wallet

59,870 views • 7 months ago

M E S S I E R | P2P Liquidity Provider We welcome OOBE as our latest #Solana liquidity partner on the P2P Exchange. You can now trade $OOBE with zero slippage and no buy or sell token taxes at: OOBE Protocol is a developer-focused platform designed to merge #AI agents with blockchain infrastructure on Solana. Core Services: ▪️Agent builder: Create and manage AI agents ▪️On-chain memory: Store agent data securely ▪️Open SDK: Build decentralized AI applications ▪️Integrations: Connect agents to tools & contracts ▪️Synapse RPC: Low latency & fail-proof infra for Solana dApps OOBE PROTOCOL brings programmable AI agent tools fully on-chain; enabling secure, scalable, and decentralized intelligent systems. Besides, its Synapse RPC powers Solana projects with fast, reliable, and affordable infrastructure.

M E S S I E R | P2P Liquidity Provider We welcome OOBE as our latest #Solana liquidity partner on the P2P Exchange. You can now trade $OOBE with zero slippage and no buy or sell token taxes at: OOBE Protocol is a developer-focused platform designed to merge #AI agents with blockchain infrastructure on Solana. Core Services: ▪️Agent builder: Create and manage AI agents ▪️On-chain memory: Store agent data securely ▪️Open SDK: Build decentralized AI applications ▪️Integrations: Connect agents to tools & contracts ▪️Synapse RPC: Low latency & fail-proof infra for Solana dApps OOBE PROTOCOL brings programmable AI agent tools fully on-chain; enabling secure, scalable, and decentralized intelligent systems. Besides, its Synapse RPC powers Solana projects with fast, reliable, and affordable infrastructure.

MESSIER | M87

11,044 views • 1 year ago

VP VANCE: “We need to see an affirmative commitment that they will not seek a nuclear weapon, and they will not seek the tools that would enable them to quickly achieve a nuclear weapon.” “That is the core goal of the president of the United States, and that's what we've tried to achieve through these negotiations.”

VP VANCE: “We need to see an affirmative commitment that they will not seek a nuclear weapon, and they will not seek the tools that would enable them to quickly achieve a nuclear weapon.” “That is the core goal of the president of the United States, and that's what we've tried to achieve through these negotiations.”

Fox News

398,049 views • 6 months ago

Everlyn isn’t just a video model. It’s a system you can trust. 🌀 At its core is the Lyn Protocol, the onchain layer that gives AI video permanence, provenance, and ownership. Here’s what it means: 🔹Decentralized inference: Videos are not generated by a single company’s servers. They run across a distributed network of nodes. 🔹Agent ownership: When you summon your agent, it is minted onchain. It belongs to you, not to a platform. 🔹Video provenance: Every render carries a timestamp and fingerprint written to the ledger. No one can fake or steal it. The Lyn Protocol transforms AI video from content into verifiable digital memory.

Everlyn isn’t just a video model. It’s a system you can trust. 🌀 At its core is the Lyn Protocol, the onchain layer that gives AI video permanence, provenance, and ownership. Here’s what it means: 🔹Decentralized inference: Videos are not generated by a single company’s servers. They run across a distributed network of nodes. 🔹Agent ownership: When you summon your agent, it is minted onchain. It belongs to you, not to a platform. 🔹Video provenance: Every render carries a timestamp and fingerprint written to the ledger. No one can fake or steal it. The Lyn Protocol transforms AI video from content into verifiable digital memory.

Everlyn

93,339 views • 1 year ago

Vox is now on Patreon! 💛📣 We’re using Patreon’s tools to introduce great new benefits and give you even more insights into our journalism and the people who make it: exclusive videos, live conversations featuring our reporters, new community features, and more.

Vox is now on Patreon! 💛📣 We’re using Patreon’s tools to introduce great new benefits and give you even more insights into our journalism and the people who make it: exclusive videos, live conversations featuring our reporters, new community features, and more.

Vox

73,245 views • 11 months ago