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What is Quant Network's Overledger? Overledger is Quant’s (Quant) interoperability platform, designed to connect different blockchains and traditional systems through a common API layer. It tries to make different blockchain networks communicate without forcing developers to build separate integrations for every chain. (1) Overledger acts as a universal API...

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The BIS, Bundesbank, HKMA, and commercial banks across three continents have been building #tokenisation infrastructure on separate tracks, and their published work points to the same three-layer architecture for #digitalmoney. 1. Central bank money at the base for settlement finality 2. Tokenised deposits in the middle for programmable commercial payments 3. Public blockchain and stablecoins at the top for liquidity and market access 4. Underpinning all three is a horizontal #interoperability layer that makes them work as a coherent system rather than three separate silos. We've mapped that convergence into a framework for any bank building tokenisation infrastructure this year, covering what each layer does, where the industry stands on deployment, and what to prioritise before committing capital to any single component. #TokenisedDeposits #Stablecoins
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The BIS, Bundesbank, HKMA, and commercial banks across three continents have been building #tokenisation infrastructure on separate tracks, and their published work points to the same three-layer architecture for #digitalmoney. 1. Central bank money at the base for settlement finality 2. Tokenised deposits in the middle for programmable commercial payments 3. Public blockchain and stablecoins at the top for liquidity and market access 4. Underpinning all three is a horizontal #interoperability layer that makes them work as a coherent system rather than three separate silos. We've mapped that convergence into a framework for any bank building tokenisation infrastructure this year, covering what each layer does, where the industry stands on deployment, and what to prioritise before committing capital to any single component. #TokenisedDeposits #Stablecoins

Quant

18,209 views • 4 months ago

There are many cryptocurrencies, each designed to serve a unique purpose. XRP is designed to help move money quickly and efficiently. It’s often discussed in the context of payments that settle faster and with lower fees than traditional systems. XRP can also act as a bridge between different currencies, helping value move from one place to another without relying on multiple intermediaries. Faster settlement and lower costs can make payments more accessible for businesses, institutions, and everyday users around the world.
0:13

There are many cryptocurrencies, each designed to serve a unique purpose. XRP is designed to help move money quickly and efficiently. It’s often discussed in the context of payments that settle faster and with lower fees than traditional systems. XRP can also act as a bridge between different currencies, helping value move from one place to another without relying on multiple intermediaries. Faster settlement and lower costs can make payments more accessible for businesses, institutions, and everyday users around the world.

National Cryptocurrency Association

213,087 views • 8 months ago

XDC Network is Now Omnichain with LayerZero’s OFT Standard We’re excited to share that the XDC token is now live as an Omnichain Fungible Token (OFT) via LayerZero , enabling seamless movement of assets across multiple blockchains without the need for wrapping or intermediaries. Here’s how it works: tokens are locked or burned on the source chain, a message is securely sent via LayerZero, and the same number of tokens are minted or unlocked on the destination chain. The result? A single, unified token supply across all supported networks. This integration opens up powerful new possibilities for developers and enterprises to build interoperable applications with greater trust, faster execution, and simplified cross-chain communication. We invite builders in the Real World Asset (RWA), DeFi, tokenization, and payment infrastructure to leverage XDC’s interoperable architecture to scale globally and build cross-chain solutions. #XDCNetwork #LayerZero #BlockchainInnovation #CrossChain #Omnichain #Web3 #Tokenization #RWA #DeFi #Interoperability
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XDC Network is Now Omnichain with LayerZero’s OFT Standard We’re excited to share that the XDC token is now live as an Omnichain Fungible Token (OFT) via LayerZero , enabling seamless movement of assets across multiple blockchains without the need for wrapping or intermediaries. Here’s how it works: tokens are locked or burned on the source chain, a message is securely sent via LayerZero, and the same number of tokens are minted or unlocked on the destination chain. The result? A single, unified token supply across all supported networks. This integration opens up powerful new possibilities for developers and enterprises to build interoperable applications with greater trust, faster execution, and simplified cross-chain communication. We invite builders in the Real World Asset (RWA), DeFi, tokenization, and payment infrastructure to leverage XDC’s interoperable architecture to scale globally and build cross-chain solutions. #XDCNetwork #LayerZero #BlockchainInnovation #CrossChain #Omnichain #Web3 #Tokenization #RWA #DeFi #Interoperability

XDC Network

197,583 views • 1 year ago

For a long time, staking usually meant one thing: Lock your tokens and wait 🤷‍♂️ But some newer models are trying to connect staking with actual network activity. Wanchain 's xWAN system is an interesting example of that 👇 👉 Convert WAN into xWAN 👉 Stake xWAN 👉 Become part of the bridge ecosystem What caught my attention is that the idea isn't only about holding tokens. The bridge is being used every day as assets move between different chains, and staking is tied to that broader activity. As more users move funds across networks, infrastructure becomes increasingly important 🔥 Because today's crypto user rarely stays in one place: 👉 A transaction starts on one chain 👉 Continues on another 👉 Ends somewhere completely different Cross-chain movement is slowly becoming a normal part of crypto. And when that happens, the infrastructure behind those transfers matters more than ever. It's interesting to see staking evolving from a passive activity into something more connected to real network usage. Do you think staking models tied to actual ecosystem activity are the future? 🤔 👉
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For a long time, staking usually meant one thing: Lock your tokens and wait 🤷‍♂️ But some newer models are trying to connect staking with actual network activity. Wanchain 's xWAN system is an interesting example of that 👇 👉 Convert WAN into xWAN 👉 Stake xWAN 👉 Become part of the bridge ecosystem What caught my attention is that the idea isn't only about holding tokens. The bridge is being used every day as assets move between different chains, and staking is tied to that broader activity. As more users move funds across networks, infrastructure becomes increasingly important 🔥 Because today's crypto user rarely stays in one place: 👉 A transaction starts on one chain 👉 Continues on another 👉 Ends somewhere completely different Cross-chain movement is slowly becoming a normal part of crypto. And when that happens, the infrastructure behind those transfers matters more than ever. It's interesting to see staking evolving from a passive activity into something more connected to real network usage. Do you think staking models tied to actual ecosystem activity are the future? 🤔 👉

Han.eth🌿☀️

14,751 views • 1 month ago

For almost a year, I have been building a simpler and more dependable way for applications to respond to activity on Cardano. Today, I am incredibly proud to release OgmiosDotnet.BlockchainEvents v1.0.0. BlockchainEvents is an open source transaction filtering, pub sub and event delivery layer for Cardano. It connects to Ogmios, evaluates every transaction against completely customisable rules, and emits only the activity an application has chosen to receive as standard CloudEvents. The rule engine can be shaped around almost any requirement. An application or applications can listen for activity involving a particular address, asset, policy, smart contract, governance action, treasury withdrawal, metadata value or DEX transaction. Builders can also create entirely new rules around their own domain logic. A project can operate one BlockchainEvents instance and allow many different applications to subscribe to the specific Cardano events they care about. A wallet could subscribe to address activity. A governance platform could subscribe to proposals and votes. A DEX service could subscribe to swaps involving selected assets or contracts. The blockchain connection, transaction processing and event infrastructure are shared, while each application receives its own relevant stream of events. This can remove considerable duplication across a project, reduce infrastructure costs and give development teams one dependable event layer to build around. Consumers can be as simple as an HTTP endpoint. When a transaction satisfies a rule, BlockchainEvents transforms it into a CloudEvent and automatically posts it to the subscribed application. Events can also be consumed through gRPC and server sent events. This allows applications to use Cardano data exposed through Ogmios without installing an Ogmios SDK, tracking a particular SDK version, maintaining their own WebSocket connection or implementing the chain sync protocol themselves. Delivery is backed by a durable queue. When a consumer becomes unavailable, its events remain waiting. Once the application returns, delivery resumes automatically. Applications can restart, deploy or experience a temporary outage without immediately losing the Cardano activity produced while they were offline. It is also extremely fast. During a full local Docker stress test, the pipeline processed more than 1,100 transactions per second through the rule engine, CloudEvents transformation, pub sub and durable queue, with approximately one millisecond p99 processing latency and zero failed emissions. The entire stack can be deployed through Docker across cloud providers, infrastructure providers and self hosted environments, while the underlying queue and delivery architecture remains abstracted from the applications using it. This project was funded through Catalyst Fund 14 after receiving 197 million ADA in yes votes across 420 votes cast. I am deeply grateful to everybody who voted for the proposal, followed the development, tested the releases, shared feedback or supported both me and this project over the past year. A great deal of work has gone into reaching this point, and I am genuinely excited to see what Cardano builders create with it. Further technical details, reliability results and the Minswap implementation are included below. Repository: Release: The possibilities from here are endless, this brings industry standard event driven architecture right to Cardano.
0:10

For almost a year, I have been building a simpler and more dependable way for applications to respond to activity on Cardano. Today, I am incredibly proud to release OgmiosDotnet.BlockchainEvents v1.0.0. BlockchainEvents is an open source transaction filtering, pub sub and event delivery layer for Cardano. It connects to Ogmios, evaluates every transaction against completely customisable rules, and emits only the activity an application has chosen to receive as standard CloudEvents. The rule engine can be shaped around almost any requirement. An application or applications can listen for activity involving a particular address, asset, policy, smart contract, governance action, treasury withdrawal, metadata value or DEX transaction. Builders can also create entirely new rules around their own domain logic. A project can operate one BlockchainEvents instance and allow many different applications to subscribe to the specific Cardano events they care about. A wallet could subscribe to address activity. A governance platform could subscribe to proposals and votes. A DEX service could subscribe to swaps involving selected assets or contracts. The blockchain connection, transaction processing and event infrastructure are shared, while each application receives its own relevant stream of events. This can remove considerable duplication across a project, reduce infrastructure costs and give development teams one dependable event layer to build around. Consumers can be as simple as an HTTP endpoint. When a transaction satisfies a rule, BlockchainEvents transforms it into a CloudEvent and automatically posts it to the subscribed application. Events can also be consumed through gRPC and server sent events. This allows applications to use Cardano data exposed through Ogmios without installing an Ogmios SDK, tracking a particular SDK version, maintaining their own WebSocket connection or implementing the chain sync protocol themselves. Delivery is backed by a durable queue. When a consumer becomes unavailable, its events remain waiting. Once the application returns, delivery resumes automatically. Applications can restart, deploy or experience a temporary outage without immediately losing the Cardano activity produced while they were offline. It is also extremely fast. During a full local Docker stress test, the pipeline processed more than 1,100 transactions per second through the rule engine, CloudEvents transformation, pub sub and durable queue, with approximately one millisecond p99 processing latency and zero failed emissions. The entire stack can be deployed through Docker across cloud providers, infrastructure providers and self hosted environments, while the underlying queue and delivery architecture remains abstracted from the applications using it. This project was funded through Catalyst Fund 14 after receiving 197 million ADA in yes votes across 420 votes cast. I am deeply grateful to everybody who voted for the proposal, followed the development, tested the releases, shared feedback or supported both me and this project over the past year. A great deal of work has gone into reaching this point, and I am genuinely excited to see what Cardano builders create with it. Further technical details, reliability results and the Minswap implementation are included below. Repository: Release: The possibilities from here are endless, this brings industry standard event driven architecture right to Cardano.

Dave

33,422 views • 1 month ago

Let’s dive into how the Confidential Layer Bridge launch will unfold - and why the phased approach benefits you as a user. Stage 1 - EVM + BTC Bridging Initially, you will be able to bridge between EVMs, Bitcoin, and the Zano privacy blockchain. This major milestone enables you to upgrade your crypto to unlock DeFi opportunities and privacy enhancements. Stage 2 - Cross-Chain Swaps of Native Assets Thanks to the development of our own Transaction Bundler, you will be able to pick a native asset on the source chain and receive a different native asset on the destination chain - all in a seamless, user-friendly way. Stage 3 - Ecosystem Token Bridging The addition of $CLONE to the bridge will mark the official start of DEX trading. At this stage, $CLONE will become omni-chain, allowing you to choose where you want to trade it. Stage 4 - Addition of New Blockhains We’re not stopping there. With the foundation set, we’ll continue integrating more and more blockchains - opening new possibilities for you. The next major additions will be TON 💎 and Solana, both scheduled for Q3 2025. This step-by-step rollout keeps the bridge stable, liquid, and constantly expanding. Stay tuned for the first stage - and every new chain that follows. You can learn more about the Confidential Layer Bridge launch in this Discord announcement:
0:10

Let’s dive into how the Confidential Layer Bridge launch will unfold - and why the phased approach benefits you as a user. Stage 1 - EVM + BTC Bridging Initially, you will be able to bridge between EVMs, Bitcoin, and the Zano privacy blockchain. This major milestone enables you to upgrade your crypto to unlock DeFi opportunities and privacy enhancements. Stage 2 - Cross-Chain Swaps of Native Assets Thanks to the development of our own Transaction Bundler, you will be able to pick a native asset on the source chain and receive a different native asset on the destination chain - all in a seamless, user-friendly way. Stage 3 - Ecosystem Token Bridging The addition of $CLONE to the bridge will mark the official start of DEX trading. At this stage, $CLONE will become omni-chain, allowing you to choose where you want to trade it. Stage 4 - Addition of New Blockhains We’re not stopping there. With the foundation set, we’ll continue integrating more and more blockchains - opening new possibilities for you. The next major additions will be TON 💎 and Solana, both scheduled for Q3 2025. This step-by-step rollout keeps the bridge stable, liquid, and constantly expanding. Stay tuned for the first stage - and every new chain that follows. You can learn more about the Confidential Layer Bridge launch in this Discord announcement:

Confidential Layer

44,248 views • 1 year ago

In 2025, demand for blockchain applications with genuine real-world utility has collided with a technical barrier that leaves developers questioning what they can realistically build. Anyone building things like tokenized assets, supply chains, AI agents, or prediction markets still juggle a mess of middleware, and somehow end up spending more time stitching than innovating. How so? Every: - Bridges to move assets, - oracles to fetch data, - indexers to make that data searchable, - relayers and bots to keep everything on schedule— is necessary, but each layer also adds cost, latency, and new risks. The end result is an application that’s expensive to run, fragile under stress, and slower than the Web2 software it’s trying to replace. This is the problem Rialo says it wants to solve. Built by Subzero Labs and backed by $20 million from investors like Pantera Capital and Coinbase Ventures 🛡️, Rialo’s pitch is simple: instead of accepting the middleware tower as an unavoidable cost of doing business, compress it into the base chain itself. But Rialo doesn’t describe itself as another Layer 1, its very name, Rialo Isn’t a Layer One, makes that clear. The team frames it instead as a unified real-world network: a protocol rebuilt from the ground up with the assumption that external connectivity is not an afterthought but a core design principle. To understand what this means, consider how today’s dApps are typically assembled. A typical RWA dApp stack involves: - Oracle providers (Chainlink, Pyth, Band) for asset pricing and event settlement - Bridges (Wormhole, Multichain, custodians) for cross-chain asset movement - Indexers (The Graph, Aleph, Stacks API) for querying and preprocessing chain data - Schedulers/relayers for automated tasks and monitoring - Web2 integrations via cloud services, centralized APIs, and off-chain pipelines Each of these steps adds another vendor, another trust boundary, and another operational layer to monitor. By the time the application is live, it resembles a patchwork of loosely coupled services, each carrying its own risks. You don’t have to look far for proof: - Base went dark for 29-43 minutes in August 2025 when its sequencer misfired, freezing every DeFi app on it. - A few months earlier, an AWS outage rippled through Binance and KuCoin, stalling withdrawals because even “decentralized” systems leaned on centralized middleware. - When Infura has faltered, Ethereum dApps have gone offline in sync, not because Ethereum broke, but because the middleware holding it together did. What should feel like building an application instead feels like maintaining a fragile machine. Rialo architecture embeds the primitives that normally live in middleware directly into the protocol. Smart contracts on Rialo can: - be event-driven, able to respond not just to blockchain state changes but also to external events through built-in webhook and API triggers. - fetch data from the web natively, without relying on external oracles or relayers. - include privacy and identity management—KYC hooks and two-factor authentication, at the protocol level rather than as add-ons. - handle cross-chain communication without wrapped assets or third-party bridges. - run on a virtual machine that is compatible with ecosystems like Solana but extended with RISC-V to support modern programming concepts such as async/await and event loops. If these features work as intended, the implications are significant. Today, much of a team’s energy goes into building and maintaining infrastructure: fullnodes, indexers, monitoring scripts, oracle integrations, relayer logic, bridge infrastructure. Each requires engineering headcount and ongoing maintenance. With Rialo, much of this is absorbed by the protocol, freeing developers to concentrate on business logic. Projects can deliver production-grade dApps with smaller, leaner groups focused directly on product design and execution. Operational costs also shrink: indexing and oracle services can run into thousands of dollars a month; collapsing those into built-in functions reduces recurring expenses while simplifying onboarding for new developers. But folding middleware into the chain doesn’t erase complexity, it reshapes it. Some of the problems to be encountered include: - Scale and complexity: Rialo’s validators won’t just be securing transactions; they’ll also be securing APIs, cross-chain data, and scheduled triggers. Any failure in one subsystem could ripple across the entire network. - Performance vs. decentralization: Richer indexing, scheduling, and data ingress could make nodes heavier to run, narrowing who can realistically participate as a validator. That risks reducing the decentralization blockchains depend on for resilience. - Governance pressures: Disputes or failures involving real-world data feeds, external APIs, or cross-chain actions will arise more often, requiring not just technical fixes but robust social infrastructure, clear rules for voting, transparent arbitration, and mechanisms for community trust. Without them, Rialo risks re-centralizing decision-making around a handful of operators. Where, then, does this model make the most sense? That would be in sectors where external connectivity is indispensable and middleware bloat has consistently been a blocker: - Real-world assets: settling tokenized securities or commodities against off-chain events. - Supply chains: triggering a payment the moment a shipment clears customs, without relying on a third-party oracle. - Agent systems: AI agents interacting with real-world APIs and on-chain contracts simultaneously. - Real-time markets: prediction markets or insurance contracts that must resolve immediately against external data. For purely on-chain domains like DeFi primitives or NFTs, where composability matters more than external triggers, the advantages may be less pronounced. This shift is familiar to anyone who remembers the rise of Web2 platform services. Just as Heroku and Firebase abstracted away server maintenance so developers could focus on building products, Rialo is betting that a unified real-world network can let blockchain developers do the same. Adoption will ultimately depend on: - whether its protocol primitives mature quickly, - whether the ecosystem builds out SDKs and tooling that make them usable, - whether compliance features can adapt to changing regulations, - and whether governance proves resilient under adversarial conditions. The first applications will be the test case. If they show that Rialo can replace a fragile patchwork of middleware with a secure, auditable, and cost-effective base layer, it could set a new standard for real-world connectivity in blockchains. If not, it risks simply moving complexity from one part of the stack to another. But at a minimum, Rialo has forced the question: should real-world connectivity in blockchains continue to depend on layers of external vendors, or should it be built into the chain itself? That’s the question Rialo has put on the table — and it’s why I got interested in Rialo .
0:17

In 2025, demand for blockchain applications with genuine real-world utility has collided with a technical barrier that leaves developers questioning what they can realistically build. Anyone building things like tokenized assets, supply chains, AI agents, or prediction markets still juggle a mess of middleware, and somehow end up spending more time stitching than innovating. How so? Every: - Bridges to move assets, - oracles to fetch data, - indexers to make that data searchable, - relayers and bots to keep everything on schedule— is necessary, but each layer also adds cost, latency, and new risks. The end result is an application that’s expensive to run, fragile under stress, and slower than the Web2 software it’s trying to replace. This is the problem Rialo says it wants to solve. Built by Subzero Labs and backed by $20 million from investors like Pantera Capital and Coinbase Ventures 🛡️, Rialo’s pitch is simple: instead of accepting the middleware tower as an unavoidable cost of doing business, compress it into the base chain itself. But Rialo doesn’t describe itself as another Layer 1, its very name, Rialo Isn’t a Layer One, makes that clear. The team frames it instead as a unified real-world network: a protocol rebuilt from the ground up with the assumption that external connectivity is not an afterthought but a core design principle. To understand what this means, consider how today’s dApps are typically assembled. A typical RWA dApp stack involves: - Oracle providers (Chainlink, Pyth, Band) for asset pricing and event settlement - Bridges (Wormhole, Multichain, custodians) for cross-chain asset movement - Indexers (The Graph, Aleph, Stacks API) for querying and preprocessing chain data - Schedulers/relayers for automated tasks and monitoring - Web2 integrations via cloud services, centralized APIs, and off-chain pipelines Each of these steps adds another vendor, another trust boundary, and another operational layer to monitor. By the time the application is live, it resembles a patchwork of loosely coupled services, each carrying its own risks. You don’t have to look far for proof: - Base went dark for 29-43 minutes in August 2025 when its sequencer misfired, freezing every DeFi app on it. - A few months earlier, an AWS outage rippled through Binance and KuCoin, stalling withdrawals because even “decentralized” systems leaned on centralized middleware. - When Infura has faltered, Ethereum dApps have gone offline in sync, not because Ethereum broke, but because the middleware holding it together did. What should feel like building an application instead feels like maintaining a fragile machine. Rialo architecture embeds the primitives that normally live in middleware directly into the protocol. Smart contracts on Rialo can: - be event-driven, able to respond not just to blockchain state changes but also to external events through built-in webhook and API triggers. - fetch data from the web natively, without relying on external oracles or relayers. - include privacy and identity management—KYC hooks and two-factor authentication, at the protocol level rather than as add-ons. - handle cross-chain communication without wrapped assets or third-party bridges. - run on a virtual machine that is compatible with ecosystems like Solana but extended with RISC-V to support modern programming concepts such as async/await and event loops. If these features work as intended, the implications are significant. Today, much of a team’s energy goes into building and maintaining infrastructure: fullnodes, indexers, monitoring scripts, oracle integrations, relayer logic, bridge infrastructure. Each requires engineering headcount and ongoing maintenance. With Rialo, much of this is absorbed by the protocol, freeing developers to concentrate on business logic. Projects can deliver production-grade dApps with smaller, leaner groups focused directly on product design and execution. Operational costs also shrink: indexing and oracle services can run into thousands of dollars a month; collapsing those into built-in functions reduces recurring expenses while simplifying onboarding for new developers. But folding middleware into the chain doesn’t erase complexity, it reshapes it. Some of the problems to be encountered include: - Scale and complexity: Rialo’s validators won’t just be securing transactions; they’ll also be securing APIs, cross-chain data, and scheduled triggers. Any failure in one subsystem could ripple across the entire network. - Performance vs. decentralization: Richer indexing, scheduling, and data ingress could make nodes heavier to run, narrowing who can realistically participate as a validator. That risks reducing the decentralization blockchains depend on for resilience. - Governance pressures: Disputes or failures involving real-world data feeds, external APIs, or cross-chain actions will arise more often, requiring not just technical fixes but robust social infrastructure, clear rules for voting, transparent arbitration, and mechanisms for community trust. Without them, Rialo risks re-centralizing decision-making around a handful of operators. Where, then, does this model make the most sense? That would be in sectors where external connectivity is indispensable and middleware bloat has consistently been a blocker: - Real-world assets: settling tokenized securities or commodities against off-chain events. - Supply chains: triggering a payment the moment a shipment clears customs, without relying on a third-party oracle. - Agent systems: AI agents interacting with real-world APIs and on-chain contracts simultaneously. - Real-time markets: prediction markets or insurance contracts that must resolve immediately against external data. For purely on-chain domains like DeFi primitives or NFTs, where composability matters more than external triggers, the advantages may be less pronounced. This shift is familiar to anyone who remembers the rise of Web2 platform services. Just as Heroku and Firebase abstracted away server maintenance so developers could focus on building products, Rialo is betting that a unified real-world network can let blockchain developers do the same. Adoption will ultimately depend on: - whether its protocol primitives mature quickly, - whether the ecosystem builds out SDKs and tooling that make them usable, - whether compliance features can adapt to changing regulations, - and whether governance proves resilient under adversarial conditions. The first applications will be the test case. If they show that Rialo can replace a fragile patchwork of middleware with a secure, auditable, and cost-effective base layer, it could set a new standard for real-world connectivity in blockchains. If not, it risks simply moving complexity from one part of the stack to another. But at a minimum, Rialo has forced the question: should real-world connectivity in blockchains continue to depend on layers of external vendors, or should it be built into the chain itself? That’s the question Rialo has put on the table — and it’s why I got interested in Rialo .

Jen

12,178 views • 11 months ago

The best time to understand a product is before everyone else is using it That’s one reason I’ve been following Quant AI With 100,000+ people already on the waitlist ahead of its public launch, interest is clearly building around what Quant AI is creating What stands out to me isn’t just the numbers It’s the problem the product is trying to solve Instead of adding another layer of charts, indicators, and dashboards, Quant AI is focused on making market research easier to navigate. With Quant AI, users can: ➫ Explore markets through natural conversations ➫ Follow crypto, stocks, and commodities from one interface ➫ Use chat and voice instead of constantly switching between tools ➫ Understand both opportunities and risks before taking action ➫ Move from research to execution through a simpler workflow We already have access to more market data than ever before The challenge isn’t finding information It’s knowing what matters That’s where I think Quant AI is taking a different approach, helping users spend less time searching and more time understanding. Maybe that’s one reason the waitlist has grown so quickly. People aren’t just looking for another trading platform. They’re looking for a better way to make sense of the markets. If you’re curious about where AI and financial intelligence are heading, now is a good time to explore what Quant AI is building before the public launch. Join the whitelist 👇 #QuantAIPioneers
0:14

The best time to understand a product is before everyone else is using it That’s one reason I’ve been following Quant AI With 100,000+ people already on the waitlist ahead of its public launch, interest is clearly building around what Quant AI is creating What stands out to me isn’t just the numbers It’s the problem the product is trying to solve Instead of adding another layer of charts, indicators, and dashboards, Quant AI is focused on making market research easier to navigate. With Quant AI, users can: ➫ Explore markets through natural conversations ➫ Follow crypto, stocks, and commodities from one interface ➫ Use chat and voice instead of constantly switching between tools ➫ Understand both opportunities and risks before taking action ➫ Move from research to execution through a simpler workflow We already have access to more market data than ever before The challenge isn’t finding information It’s knowing what matters That’s where I think Quant AI is taking a different approach, helping users spend less time searching and more time understanding. Maybe that’s one reason the waitlist has grown so quickly. People aren’t just looking for another trading platform. They’re looking for a better way to make sense of the markets. If you’re curious about where AI and financial intelligence are heading, now is a good time to explore what Quant AI is building before the public launch. Join the whitelist 👇 #QuantAIPioneers

Habibiofcrypto

146,787 views • 2 months ago

What the hell does Quant actually do? A model is trained in BF16, released in Q8, and we use Q4 because we're told 'its nearly lossless'. Fine, but I was curious about the 'nearly' part, what is actually being lost between BF16 all the way down to Q2? As always, its complicated. Needed a way to visualize the loss, so I had a Qwen 3.8 27B BF16 create a paragraph then had every quant below it do the same and marked the mutations. When a model writes a word, it assigns 'how sure' percentage to each. For example, 'The weather tomorrow is *windy*, a model is 90% sure all the words are correct except the windy part, since it can also be sunny, cold, hot, cloudy, etc. Any words a BF16 model was 90% sure of, every quant down to Q2 rarely changes it. On the other hand, any word that it was only 40~50% sure of, such as windy in our example, are the types of data that gets impacted by the quant process. Okay so what, some words changed, how does this impact anything? I set out to find out, and its all below if you are just as weird as I am about these things.
0:16

What the hell does Quant actually do? A model is trained in BF16, released in Q8, and we use Q4 because we're told 'its nearly lossless'. Fine, but I was curious about the 'nearly' part, what is actually being lost between BF16 all the way down to Q2? As always, its complicated. Needed a way to visualize the loss, so I had a Qwen 3.8 27B BF16 create a paragraph then had every quant below it do the same and marked the mutations. When a model writes a word, it assigns 'how sure' percentage to each. For example, 'The weather tomorrow is *windy*, a model is 90% sure all the words are correct except the windy part, since it can also be sunny, cold, hot, cloudy, etc. Any words a BF16 model was 90% sure of, every quant down to Q2 rarely changes it. On the other hand, any word that it was only 40~50% sure of, such as windy in our example, are the types of data that gets impacted by the quant process. Okay so what, some words changed, how does this impact anything? I set out to find out, and its all below if you are just as weird as I am about these things.

Killy

19,592 views • 6 days ago

The game-changer for the next NFT bull run is already HERE 🔥 Cross-chain NFTs 🌐 What is so special about them and why do they make a difference? Cross-chain NFT is a token that can be moved from one blockchain to another. For example from Ethereum to Base. But why is it useful for projects? 🤔 - Everyone can mint on their favorite chain (the one they keep the funds or the one they like) - Access to NFT protocols and tools from multiple networks - Lower transaction costs (eliminate barriers for new members of the crypto market, adoption) - Enhanced liquidity- Allowing NFTs to move seamlessly between different chains promotes liquidity aggregation. Cross-chain makes NFTs easier, more accessible, and more useful - that's the real #CrossChainRevolution
0:19

The game-changer for the next NFT bull run is already HERE 🔥 Cross-chain NFTs 🌐 What is so special about them and why do they make a difference? Cross-chain NFT is a token that can be moved from one blockchain to another. For example from Ethereum to Base. But why is it useful for projects? 🤔 - Everyone can mint on their favorite chain (the one they keep the funds or the one they like) - Access to NFT protocols and tools from multiple networks - Lower transaction costs (eliminate barriers for new members of the crypto market, adoption) - Enhanced liquidity- Allowing NFTs to move seamlessly between different chains promotes liquidity aggregation. Cross-chain makes NFTs easier, more accessible, and more useful - that's the real #CrossChainRevolution

Gateway

10,416 views • 1 year ago

Today, we are announcing our collaboration with NEAR Intents, the intent-based execution layer connecting assets and participants across 34 blockchain networks, which has processed more than $25 billion in all-time volume. Shield Swap is working with NEAR Intents to make it easier for market participants to move assets across blockchain networks and trade without exposing their activity inside the venue to the public market. NEAR Intents is a multichain transaction protocol that allows users to specify the outcome they want, and competing solvers quote the execution. That removes much of the work normally involved in moving assets across chains. Participants do not need to choose a bridge, build a route, or manage gas tokens across several networks. They choose the asset they want to move and the result they want to receive. Solvers handle the route and compete on price. Shield Swap takes a similar approach to confidential trading. Participants are able to execute a trade without publishing their identity, holdings, and strategy to the market. This is difficult to achieve on a transparent blockchain. Wallet addresses are persistent identifiers, and positions can be reconstructed from transaction history. Over time, trades reveal patterns that other market participants can use against the trader. Inside Shield Swap, participant identities stay off the public ledger, portfolio balances remain encrypted to the participant's keys, and trades do not expose the participant's full activity to public observers. Each transaction also creates a compliance record that can be disclosed to authorized parties when required. Working with NEAR Intents connects these two parts of the trading process. A participant can state the outcome they want and source assets from supported EVM and non-EVM networks. Solvers compete to deliver the best available route. Once those assets enter Shield Swap and are shielded, subsequent holdings and trades remain confidential inside the venue. Transactions on origin networks remain visible. Confidentiality begins when assets are shielded within Shield Swap. This gives participants access to liquidity across networks without carrying public transaction history into every trade they make afterward. Early access is open to organizations and individual market participants at
0:13

Today, we are announcing our collaboration with NEAR Intents, the intent-based execution layer connecting assets and participants across 34 blockchain networks, which has processed more than $25 billion in all-time volume. Shield Swap is working with NEAR Intents to make it easier for market participants to move assets across blockchain networks and trade without exposing their activity inside the venue to the public market. NEAR Intents is a multichain transaction protocol that allows users to specify the outcome they want, and competing solvers quote the execution. That removes much of the work normally involved in moving assets across chains. Participants do not need to choose a bridge, build a route, or manage gas tokens across several networks. They choose the asset they want to move and the result they want to receive. Solvers handle the route and compete on price. Shield Swap takes a similar approach to confidential trading. Participants are able to execute a trade without publishing their identity, holdings, and strategy to the market. This is difficult to achieve on a transparent blockchain. Wallet addresses are persistent identifiers, and positions can be reconstructed from transaction history. Over time, trades reveal patterns that other market participants can use against the trader. Inside Shield Swap, participant identities stay off the public ledger, portfolio balances remain encrypted to the participant's keys, and trades do not expose the participant's full activity to public observers. Each transaction also creates a compliance record that can be disclosed to authorized parties when required. Working with NEAR Intents connects these two parts of the trading process. A participant can state the outcome they want and source assets from supported EVM and non-EVM networks. Solvers compete to deliver the best available route. Once those assets enter Shield Swap and are shielded, subsequent holdings and trades remain confidential inside the venue. Transactions on origin networks remain visible. Confidentiality begins when assets are shielded within Shield Swap. This gives participants access to liquidity across networks without carrying public transaction history into every trade they make afterward. Early access is open to organizations and individual market participants at

Shield Swap

77,619 views • 5 days ago

ALIENX 👽⛓️ Crypto: A New Frontier in Blockchain Technology ALIENX is a decentralized blockchain platform that aims to revolutionize the way we interact with digital assets. Powered by a network of AI nodes, ALIENX offers a secure, scalable, and efficient environment for various blockchain applications, including NFTs and gaming. Key Features of ALIENX Crypto: AI-Powered Nodes: ALIENX utilizes a network of AI nodes to enhance blockchain performance, security, and intelligence. These nodes continuously learn and adapt to optimize network operations. Staking: Users can stake their ALIENX tokens to earn rewards and contribute to the network's security. Staking also grants users voting rights in the ALIENX governance system. NFT Ecosystem: ALIENX is designed to support a thriving NFT ecosystem. Creators can easily mint and sell their NFTs on the platform, while collectors can discover and acquire unique digital assets. Gaming Integration: ALIENX is actively exploring partnerships with game developers to integrate blockchain technology into gaming experiences. This could enable players to own in-game assets, trade them, and participate in play-to-earn mechanics. ALIENX Token: The native token of the ALIENX ecosystem is AIX. AIX is used for various purposes, including: Governance: AIX holders can participate in governance decisions through voting on proposals. Staking: Staking AIX rewards users with additional AIX tokens. Fees: AIX is used to pay transaction fees on the ALIENX network. Why Choose ALIENX Crypto? ALIENX offers a number of advantages over other blockchain platforms, including: Enhanced Security: The AI-powered nodes provide a more secure environment for storing and transacting digital assets. Scalability: ALIENX is designed to handle a large number of transactions, making it suitable for high-demand applications. Efficiency: The AI nodes optimize network performance, resulting in faster transaction times and lower costs. Community-Driven: ALIENX is governed by its community, ensuring that the platform evolves to meet the needs of its users. Join the ALIENX Revolution: If you're looking for a blockchain platform with a bright future, ALIENX is worth considering. By leveraging AI and blockchain technology, ALIENX has the potential to become a leading player in the digital asset space. Follow us on Twitter for the latest updates and news: [ALIENX 👽⛓️] Here are some additional resources: ALIENX Website: ALIENX Funding #ALIENX #AIBlockchain #NFTRevolution #Crypto #Web3Innovation
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ALIENX 👽⛓️ Crypto: A New Frontier in Blockchain Technology ALIENX is a decentralized blockchain platform that aims to revolutionize the way we interact with digital assets. Powered by a network of AI nodes, ALIENX offers a secure, scalable, and efficient environment for various blockchain applications, including NFTs and gaming. Key Features of ALIENX Crypto: AI-Powered Nodes: ALIENX utilizes a network of AI nodes to enhance blockchain performance, security, and intelligence. These nodes continuously learn and adapt to optimize network operations. Staking: Users can stake their ALIENX tokens to earn rewards and contribute to the network's security. Staking also grants users voting rights in the ALIENX governance system. NFT Ecosystem: ALIENX is designed to support a thriving NFT ecosystem. Creators can easily mint and sell their NFTs on the platform, while collectors can discover and acquire unique digital assets. Gaming Integration: ALIENX is actively exploring partnerships with game developers to integrate blockchain technology into gaming experiences. This could enable players to own in-game assets, trade them, and participate in play-to-earn mechanics. ALIENX Token: The native token of the ALIENX ecosystem is AIX. AIX is used for various purposes, including: Governance: AIX holders can participate in governance decisions through voting on proposals. Staking: Staking AIX rewards users with additional AIX tokens. Fees: AIX is used to pay transaction fees on the ALIENX network. Why Choose ALIENX Crypto? ALIENX offers a number of advantages over other blockchain platforms, including: Enhanced Security: The AI-powered nodes provide a more secure environment for storing and transacting digital assets. Scalability: ALIENX is designed to handle a large number of transactions, making it suitable for high-demand applications. Efficiency: The AI nodes optimize network performance, resulting in faster transaction times and lower costs. Community-Driven: ALIENX is governed by its community, ensuring that the platform evolves to meet the needs of its users. Join the ALIENX Revolution: If you're looking for a blockchain platform with a bright future, ALIENX is worth considering. By leveraging AI and blockchain technology, ALIENX has the potential to become a leading player in the digital asset space. Follow us on Twitter for the latest updates and news: [ALIENX 👽⛓️] Here are some additional resources: ALIENX Website: ALIENX Funding #ALIENX #AIBlockchain #NFTRevolution #Crypto #Web3Innovation

ボス-NFT ALL CHAIN GIVEAWAY🇯🇵

279,887 views • 1 year ago

What if the future of finance wasn’t just digital, but truly interoperable? Our latest trials show how Swift is helping make that a reality. We’ve completed pioneering digital asset interoperability trials with leading institutions, including BNP Paribas Securities Services, Intesa Sanpaolo and Societe Generale – FORGE, showcasing how Swift can orchestrate tokenised asset transactions across multiple platforms. This milestone builds on a broader set of recent trials, such as: ✅ ISO 20022 interoperability between blockchains with HSBC and Ant International ✅ Fiat and digital currency settlement with Citi ✅ Digital asset transaction exchange with Northern Trust and the Reserve Bank of Australia ✅ Bridging tokenised assets with UBS Asset Management and Chainlink Labs With these trials complete, we’re now adding a blockchain-based ledger to our infrastructure stack to enable real-time, 24/7 cross-border payments, in collaboration with more than 40 global banks. 👉 Read the full story: #DigitalAssets #Blockchain #Interoperability #SwiftLedger
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What if the future of finance wasn’t just digital, but truly interoperable? Our latest trials show how Swift is helping make that a reality. We’ve completed pioneering digital asset interoperability trials with leading institutions, including BNP Paribas Securities Services, Intesa Sanpaolo and Societe Generale – FORGE, showcasing how Swift can orchestrate tokenised asset transactions across multiple platforms. This milestone builds on a broader set of recent trials, such as: ✅ ISO 20022 interoperability between blockchains with HSBC and Ant International ✅ Fiat and digital currency settlement with Citi ✅ Digital asset transaction exchange with Northern Trust and the Reserve Bank of Australia ✅ Bridging tokenised assets with UBS Asset Management and Chainlink Labs With these trials complete, we’re now adding a blockchain-based ledger to our infrastructure stack to enable real-time, 24/7 cross-border payments, in collaboration with more than 40 global banks. 👉 Read the full story: #DigitalAssets #Blockchain #Interoperability #SwiftLedger

Swift

659,768 views • 6 months ago

OpenAI's AgentKit will be so insane, build every step of agents on one platform. These visual agent builders make the whole process of iterating and launching agents far more efficient. It sits on top of the Responses API and unifies the tools that were previously scattered across SDKs and custom orchestration. It lets developers create agent workflows visually, connect data sources securely, and measure performance automatically without coding every layer by hand. The core of AgentKit is the Agent Builder, a drag-and-drop canvas where each node represents an action, guardrail, or decision branch. Developers can link these nodes into multi-agent workflows, preview results instantly, and version each setup. It supports inline evaluation so that developers can see how changes affect output before deploying. The Connector Registry is a single admin panel that manages how data and tools connect across the OpenAI ecosystem. It centralizes integrations like Google Drive, SharePoint, Dropbox, and Microsoft Teams. Large organizations can govern access and flow of data between agents securely under one global console. ChatKit provides a ready-to-use chat interface for embedding agents inside apps or websites. It manages streaming, message threads, and model reasoning displays automatically. Developers can skin the interface to match their product without writing custom front-end code. Under the hood, all these blocks use the same execution core that runs agent reasoning through OpenAI’s APIs. Workflows in Agent Builder compile down to structured instructions for the Responses API, which handles model calls, tool use, and context passing. Connector Registry handles authentication and routing for external tools, while Evals and RFT provide feedback loops that improve agents over time. This integration means developers no longer need to handle orchestration logic, model evaluation pipelines, or safety layers separately. Everything runs natively within OpenAI’s control plane with managed security, automatic versioning, and built-in testing. In short, AgentKit standardizes the entire life cycle of an AI agent—from visual design to deployment and performance tuning—inside a single unified system.
0:10

OpenAI's AgentKit will be so insane, build every step of agents on one platform. These visual agent builders make the whole process of iterating and launching agents far more efficient. It sits on top of the Responses API and unifies the tools that were previously scattered across SDKs and custom orchestration. It lets developers create agent workflows visually, connect data sources securely, and measure performance automatically without coding every layer by hand. The core of AgentKit is the Agent Builder, a drag-and-drop canvas where each node represents an action, guardrail, or decision branch. Developers can link these nodes into multi-agent workflows, preview results instantly, and version each setup. It supports inline evaluation so that developers can see how changes affect output before deploying. The Connector Registry is a single admin panel that manages how data and tools connect across the OpenAI ecosystem. It centralizes integrations like Google Drive, SharePoint, Dropbox, and Microsoft Teams. Large organizations can govern access and flow of data between agents securely under one global console. ChatKit provides a ready-to-use chat interface for embedding agents inside apps or websites. It manages streaming, message threads, and model reasoning displays automatically. Developers can skin the interface to match their product without writing custom front-end code. Under the hood, all these blocks use the same execution core that runs agent reasoning through OpenAI’s APIs. Workflows in Agent Builder compile down to structured instructions for the Responses API, which handles model calls, tool use, and context passing. Connector Registry handles authentication and routing for external tools, while Evals and RFT provide feedback loops that improve agents over time. This integration means developers no longer need to handle orchestration logic, model evaluation pipelines, or safety layers separately. Everything runs natively within OpenAI’s control plane with managed security, automatic versioning, and built-in testing. In short, AgentKit standardizes the entire life cycle of an AI agent—from visual design to deployment and performance tuning—inside a single unified system.

Rohan Paul

178,460 views • 11 months ago

AllStreetBets Partners with Wire Network to Build the World's Largest Decentralized Finance Community. 📌 AllStreetBets ($BETS), an emerging leader in decentralized finance, culture, and community, is thrilled to announce a landmark partnership with Wire Network. This collaboration represents a pivotal milestone towards a decentralized future for all, combining Wire Network's cutting-edge transaction technology, identity, and decentralized AI infrastructure with AllStreetBets' mission to enable financial sovereignty without censorship. 🤝 AllStreetBets ($BETS), co-founded by and Jaime Rogozinski, the visionary creator of WallStreetBets, is establishing a decentralized global powerhouse beyond the confines of Wall Street. By harnessing cutting-edge blockchain technology, AllStreetBets can surpass previous achievements and break free from centralization, censorship, and financial constraints. Wire Network has pioneered the world's first universal transaction layer for all blockchains, introducing a groundbreaking approach to transacting assets across all chains with low gas, high transactions per second, and eliminating the need for hazardous bridging protocols. First, there was on-chain; now, there is “on Wire.” Together, AllStreetBets and Wire Network will develop disruptive applications and technologies to enhance the value proposition of $BETS, offer unique products, and drive web3 tech adoption and community building. Wire Network's technology will seamlessly integrate with AllStreetBets' applications, providing secure and efficient transactions that surpass traditional on-chain methods. This partnership will expand AllStreetBets' ecosystem, granting access to hundreds of thousands of new users and unified liquidity pools. Our collaboration with Wire Network positions AllStreetBets at the forefront of innovation, merging blockchain, AI, and decentralized finance. We're excited about the potential this partnership holds to bring "first-to-market" applications to our community. For more information, visit our header link tree and follow to learn more about Wire.
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AllStreetBets Partners with Wire Network to Build the World's Largest Decentralized Finance Community. 📌 AllStreetBets ($BETS), an emerging leader in decentralized finance, culture, and community, is thrilled to announce a landmark partnership with Wire Network. This collaboration represents a pivotal milestone towards a decentralized future for all, combining Wire Network's cutting-edge transaction technology, identity, and decentralized AI infrastructure with AllStreetBets' mission to enable financial sovereignty without censorship. 🤝 AllStreetBets ($BETS), co-founded by and Jaime Rogozinski, the visionary creator of WallStreetBets, is establishing a decentralized global powerhouse beyond the confines of Wall Street. By harnessing cutting-edge blockchain technology, AllStreetBets can surpass previous achievements and break free from centralization, censorship, and financial constraints. Wire Network has pioneered the world's first universal transaction layer for all blockchains, introducing a groundbreaking approach to transacting assets across all chains with low gas, high transactions per second, and eliminating the need for hazardous bridging protocols. First, there was on-chain; now, there is “on Wire.” Together, AllStreetBets and Wire Network will develop disruptive applications and technologies to enhance the value proposition of $BETS, offer unique products, and drive web3 tech adoption and community building. Wire Network's technology will seamlessly integrate with AllStreetBets' applications, providing secure and efficient transactions that surpass traditional on-chain methods. This partnership will expand AllStreetBets' ecosystem, granting access to hundreds of thousands of new users and unified liquidity pools. Our collaboration with Wire Network positions AllStreetBets at the forefront of innovation, merging blockchain, AI, and decentralized finance. We're excited about the potential this partnership holds to bring "first-to-market" applications to our community. For more information, visit our header link tree and follow to learn more about Wire.

allstreetbets

28,044 views • 2 years ago

Building The On-Chain Cooperative 🟡 Welcome to the dawn of a new era in the crypto space, where the buzzword "community" is not just a hollow echo but a vibrant force that propels us towards a brighter future. Let's delve into the heart of MODE, the Onchain Cooperative that seeks to redefine the landscape of web3. What does MODE stand for? MODE stands for building an on-chain cooperative focused on sustainable growth and collective prosperity. At its core, MODE is guided by the principles of cooperation, shared incentives, and community-driven development. The goal is to shift from the "fat protocol" mentality where most value accrues to the blockchain/protocol itself, towards an ecosystem where builders, users, and applications can thrive together. What’s MODE's vision and mission in the web3 space? MODE's vision is to return to web3's founding promise - a future that is better for all, not just the individual. A world with aligned incentives that drive growth for everyone involved. A place with opportunities for all, not just the few. The mission is to pioneer the on-chain cooperative - where contributors are rewarded fairly based on the value they provide. Features like Sequencer Fee Sharing distribute a portion of fees to smart contract developers, incentivizing participation. The aim is to encourage collaboration instead of confrontation. Together, the MODE community can deliver new models for cooperation and shared prosperity in web3. Mode Network will solve many problems today in Web3: • Lack of incentives for developers: Developers creating decentralized apps (dApps) currently have few direct economic incentives to create and maintain their projects. Mode provides them with a steady source of income through fee-sharing. • Lack of collaboration: There are few incentives for blockchain projects to compete less and collaborate more for the benefit of the entire ecosystem. Mode's model encourages collaboration by aligning participants economically. • Excessive value accrual at the protocol layer: Mode aims for a more balanced model where the protocol's success is fueled by the success of application developers/builders and the wider community. Growth is a two-way street – "as we grow, you grow". The MODE Pledge 💛 The promise of crypto and blockchain is a brighter future. One that is better for all not just the individual. Where nothing is more important than community. We've strayed from this path. Entering a world of player vs player. Where value is extracted rather than shared. The game is zero sum rather than positive sum. And incentives are aligned with domination, rather than cooperation. Mode is the dawn of a new age. and a return to the promise of what can be. A world with aligned incentives that drive growth for builders, users and projects. A place with opportunities for all, rather than the few. Where we say goodbye to the 'fat protocol', and hello to the onchain cooperative. Join us on our mission to grow together. If this vision for a community-powered web3 ecosystem resonates - where creators are rewarded for their contributions - you can join the MODE on-chain cooperative! Visit Join the discord community Follow Mode 🟡 Together, we can transform web3 into a positive-sum game that unlocks new possibilities for all. Where your growth fuels the growth of others. Let's build the on-chain cooperative!
0:16

Building The On-Chain Cooperative 🟡 Welcome to the dawn of a new era in the crypto space, where the buzzword "community" is not just a hollow echo but a vibrant force that propels us towards a brighter future. Let's delve into the heart of MODE, the Onchain Cooperative that seeks to redefine the landscape of web3. What does MODE stand for? MODE stands for building an on-chain cooperative focused on sustainable growth and collective prosperity. At its core, MODE is guided by the principles of cooperation, shared incentives, and community-driven development. The goal is to shift from the "fat protocol" mentality where most value accrues to the blockchain/protocol itself, towards an ecosystem where builders, users, and applications can thrive together. What’s MODE's vision and mission in the web3 space? MODE's vision is to return to web3's founding promise - a future that is better for all, not just the individual. A world with aligned incentives that drive growth for everyone involved. A place with opportunities for all, not just the few. The mission is to pioneer the on-chain cooperative - where contributors are rewarded fairly based on the value they provide. Features like Sequencer Fee Sharing distribute a portion of fees to smart contract developers, incentivizing participation. The aim is to encourage collaboration instead of confrontation. Together, the MODE community can deliver new models for cooperation and shared prosperity in web3. Mode Network will solve many problems today in Web3: • Lack of incentives for developers: Developers creating decentralized apps (dApps) currently have few direct economic incentives to create and maintain their projects. Mode provides them with a steady source of income through fee-sharing. • Lack of collaboration: There are few incentives for blockchain projects to compete less and collaborate more for the benefit of the entire ecosystem. Mode's model encourages collaboration by aligning participants economically. • Excessive value accrual at the protocol layer: Mode aims for a more balanced model where the protocol's success is fueled by the success of application developers/builders and the wider community. Growth is a two-way street – "as we grow, you grow". The MODE Pledge 💛 The promise of crypto and blockchain is a brighter future. One that is better for all not just the individual. Where nothing is more important than community. We've strayed from this path. Entering a world of player vs player. Where value is extracted rather than shared. The game is zero sum rather than positive sum. And incentives are aligned with domination, rather than cooperation. Mode is the dawn of a new age. and a return to the promise of what can be. A world with aligned incentives that drive growth for builders, users and projects. A place with opportunities for all, rather than the few. Where we say goodbye to the 'fat protocol', and hello to the onchain cooperative. Join us on our mission to grow together. If this vision for a community-powered web3 ecosystem resonates - where creators are rewarded for their contributions - you can join the MODE on-chain cooperative! Visit Join the discord community Follow Mode 🟡 Together, we can transform web3 into a positive-sum game that unlocks new possibilities for all. Where your growth fuels the growth of others. Let's build the on-chain cooperative!

ETHachi Uchiha | Crypto DEGENius

16,774 views • 2 years ago

LangGraph. CrewAI. Agno. Which one to pick? The good news is that this will not matter soon! Finally, we have a full picture of how the industry is solving this with just three open protocols that work across ALL frameworks. It's not about picking the best framework. Instead, it's about understanding how protocols create interoperability. The Agent Protocol Landscape shows how three complementary protocols are creating a universal language for Agents: > AG-UI (Agent-User Interaction): - The bi-directional connection between agentic backends and frontends. - This is how agents become truly interactive inside your apps, not just as chatbots, but collaborative co-workers. > MCP (Model Context Protocol): - The standard for how agents connect to tools, data, and workflows. > A2A (Agent-to-Agent): - The protocol for multi-agent coordination. - How agents delegate tasks and share intent across systems. These aren't competing standards. They're layers of the same stack and have handshakes with each other. So instead of building point-to-point integrations, you build to protocols. Moreover, you can integrate LangGraph, CrewAI, or Agno into the same frontend, without rewriting your UI logic. These protocols let everything work together. For instance: - Your LangGraph agent pulls data via MCP. - It delegates analysis to a CrewAI agent via A2A. - Results stream to your React app via AG-UI. - Users see real-time collaboration in your interface. This way, you can focus on building agent capabilities instead of integration mechanics. The protocols handle interoperability automatically. CopilotKit unifies this entire stack into one framework so you can build "Cursor for X" style apps without implementing each protocol from scratch. It gives you all three protocols, generative UI support, and production-ready infrastructure in one framework. I have shared this playbook in the replies! It breaks down handshakes, misconceptions, and real examples and shows exactly how to start building.
0:19

LangGraph. CrewAI. Agno. Which one to pick? The good news is that this will not matter soon! Finally, we have a full picture of how the industry is solving this with just three open protocols that work across ALL frameworks. It's not about picking the best framework. Instead, it's about understanding how protocols create interoperability. The Agent Protocol Landscape shows how three complementary protocols are creating a universal language for Agents: > AG-UI (Agent-User Interaction): - The bi-directional connection between agentic backends and frontends. - This is how agents become truly interactive inside your apps, not just as chatbots, but collaborative co-workers. > MCP (Model Context Protocol): - The standard for how agents connect to tools, data, and workflows. > A2A (Agent-to-Agent): - The protocol for multi-agent coordination. - How agents delegate tasks and share intent across systems. These aren't competing standards. They're layers of the same stack and have handshakes with each other. So instead of building point-to-point integrations, you build to protocols. Moreover, you can integrate LangGraph, CrewAI, or Agno into the same frontend, without rewriting your UI logic. These protocols let everything work together. For instance: - Your LangGraph agent pulls data via MCP. - It delegates analysis to a CrewAI agent via A2A. - Results stream to your React app via AG-UI. - Users see real-time collaboration in your interface. This way, you can focus on building agent capabilities instead of integration mechanics. The protocols handle interoperability automatically. CopilotKit unifies this entire stack into one framework so you can build "Cursor for X" style apps without implementing each protocol from scratch. It gives you all three protocols, generative UI support, and production-ready infrastructure in one framework. I have shared this playbook in the replies! It breaks down handshakes, misconceptions, and real examples and shows exactly how to start building.

Avi Chawla

30,932 views • 10 months ago

**Traditional Engine Order Telegraphs:** The bridge unit and the engine-room unit are connected by two chains (or wire cables) that run through conduits over sprockets, forming a continuous loop. When the bridge officer moves the handle, it turns a sprocket that pulls the chain, which in turn turns the corresponding sprocket and pointer in the engine room. This classic system does not require electricity; it relies on a direct physical linkage, ensuring that both dials always mirror each other. Here’s a typical sequence of operations: The bridge officer grabs the handle and swings it to the command position, for example, "Half Ahead." This movement not only moves the engine-room pointer but also rings a bell or gong to alert the engineers. The engineers then adjust their own handle to match the position indicated by the bridge officer; this movement serves as an acknowledgment and rings the bell back on the bridge, confirming that the order has been received and understood. Only after this acknowledgment do the engineers work the throttle and reversing gear to carry out the order. It is common practice to first execute a full sweep of the handle, moving it all the way to one extreme and back before settling on the actual command position. This exaggerated motion serves two purposes: it rings the gong loudly and unmistakably, ensuring everyone is aware that a new order is coming, and it checks that the mechanism and chains are not stuck or slack. On some ships, this full sweep also signifies an important or urgent change (such as switching from ahead to astern), emphasizing to the crew that they need to pay attention because the situation is critical. After completing this sweep, the handle is adjusted to the desired position. This telegraph is from the Steamship Shieldhall (video credit as well). Go check her out on
0:10

**Traditional Engine Order Telegraphs:** The bridge unit and the engine-room unit are connected by two chains (or wire cables) that run through conduits over sprockets, forming a continuous loop. When the bridge officer moves the handle, it turns a sprocket that pulls the chain, which in turn turns the corresponding sprocket and pointer in the engine room. This classic system does not require electricity; it relies on a direct physical linkage, ensuring that both dials always mirror each other. Here’s a typical sequence of operations: The bridge officer grabs the handle and swings it to the command position, for example, "Half Ahead." This movement not only moves the engine-room pointer but also rings a bell or gong to alert the engineers. The engineers then adjust their own handle to match the position indicated by the bridge officer; this movement serves as an acknowledgment and rings the bell back on the bridge, confirming that the order has been received and understood. Only after this acknowledgment do the engineers work the throttle and reversing gear to carry out the order. It is common practice to first execute a full sweep of the handle, moving it all the way to one extreme and back before settling on the actual command position. This exaggerated motion serves two purposes: it rings the gong loudly and unmistakably, ensuring everyone is aware that a new order is coming, and it checks that the mechanism and chains are not stuck or slack. On some ships, this full sweep also signifies an important or urgent change (such as switching from ahead to astern), emphasizing to the crew that they need to pay attention because the situation is critical. After completing this sweep, the handle is adjusted to the desired position. This telegraph is from the Steamship Shieldhall (video credit as well). Go check her out on

Bart 🌊⚓️

107,644 views • 1 month ago