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The economics of the Internet Computer are changing: Old model: Node providers get paid just for running nodes. New model: 80% of cloud engine revenue goes to the nodes powering it. 20% burns ICP. Node provider associations are already lining up to market cloud engines to enterprises across Europe....

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DFINITY Foundation

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38,633 просмотров • 6 месяцев назад •via X (Twitter)

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"We've already got associations of cloud providers, that want to market Cloud Engines to enterprise all across Europe." - dom | icp The writing on the wall is clear for $ICP. #RoadTo1Trillion 🔥🏆
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"We've already got associations of cloud providers, that want to market Cloud Engines to enterprise all across Europe." - dom | icp The writing on the wall is clear for $ICP. #RoadTo1Trillion 🔥🏆

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INTERNET COMPUTER GOES DEFLATIONARY AS MISSION 70 KICKS IN DFINITY Foundation's Mission 70 governance proposal, which passed with 53%+ support, is now actively cutting $ICP's annual inflation by up to 70%, dropping the rate from 9.72% to between 2.92% and 5.42% by year-end. The mechanism has teeth. 20% of all revenue from the upcoming Cloud Engines product will permanently burn $ICP, with another 80% routed to node providers. NNS voting rewards have been capped, and node provider incentives restructured to align with actual usage. With Cloud Engines demoing May 10 and the deflationary engine already running, $ICP's setup is shifting from "speculative AI compute play" to "tokens burned per unit of enterprise revenue."
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INTERNET COMPUTER GOES DEFLATIONARY AS MISSION 70 KICKS IN DFINITY Foundation's Mission 70 governance proposal, which passed with 53%+ support, is now actively cutting $ICP's annual inflation by up to 70%, dropping the rate from 9.72% to between 2.92% and 5.42% by year-end. The mechanism has teeth. 20% of all revenue from the upcoming Cloud Engines product will permanently burn $ICP, with another 80% routed to node providers. NNS voting rewards have been capped, and node provider incentives restructured to align with actual usage. With Cloud Engines demoing May 10 and the deflationary engine already running, $ICP's setup is shifting from "speculative AI compute play" to "tokens burned per unit of enterprise revenue."

BSCN

36,152 просмотров • 3 месяцев назад

INTERNET COMPUTER SET TO DEMO "CLOUD ENGINES" DFINITY Foundation prepares to unveil "cloud engines" on May 10, 2026, marking the fifth anniversary of the Internet Computer network. According to the Founder's statement, the protocol will also reveal agentic builds, AI nodes, alongside other new features... The demonstration features a full-stack compute technology, including autonomous agentic builds and dedicated AI nodes designed for decentralized scaling. "This is a very big deal for ICP, cloud and agentic R&D. Engines will be the 1st frontier cloud/compute technology the wild." This launch positions $ICP as a primary infrastructure provider for frontier cloud R&D by enabling machine-to-machine logic at the protocol level. The release aims to transition traditional cloud workloads into a trustless, GPU-backed environment for the next generation of autonomous applications.
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INTERNET COMPUTER SET TO DEMO "CLOUD ENGINES" DFINITY Foundation prepares to unveil "cloud engines" on May 10, 2026, marking the fifth anniversary of the Internet Computer network. According to the Founder's statement, the protocol will also reveal agentic builds, AI nodes, alongside other new features... The demonstration features a full-stack compute technology, including autonomous agentic builds and dedicated AI nodes designed for decentralized scaling. "This is a very big deal for ICP, cloud and agentic R&D. Engines will be the 1st frontier cloud/compute technology the wild." This launch positions $ICP as a primary infrastructure provider for frontier cloud R&D by enabling machine-to-machine logic at the protocol level. The release aims to transition traditional cloud workloads into a trustless, GPU-backed environment for the next generation of autonomous applications.

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21,373 просмотров • 4 месяцев назад

ICP's Cloud Engines Will Keep Apps Running Effectively Internet Computer (@dfiinity) recently shared a quick overview detailing how Cloud Engines work... This new feature promises to provide serverless, fail-proof computational power for global enterprise applications. Users can select between 4 and 100 high-performance nodes across any continent, ensuring that $ICP apps remain operational even if a single node fails. Funding is streamlined through direct USD-to-cycle conversion via the Network Nervous System, removing all traditional infrastructure overhead and server management. Basically, here is how it works: - Users select Nodes. - Fund Engine. - Deploy apps.
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ICP's Cloud Engines Will Keep Apps Running Effectively Internet Computer (@dfiinity) recently shared a quick overview detailing how Cloud Engines work... This new feature promises to provide serverless, fail-proof computational power for global enterprise applications. Users can select between 4 and 100 high-performance nodes across any continent, ensuring that $ICP apps remain operational even if a single node fails. Funding is streamlined through direct USD-to-cycle conversion via the Network Nervous System, removing all traditional infrastructure overhead and server management. Basically, here is how it works: - Users select Nodes. - Fund Engine. - Deploy apps.

BSCN

21,292 просмотров • 2 месяцев назад

‼️WHY TODAY IS A BIG DAY FOR INTERNET COMPUTER PROTOCOL DFINITY Foundation's Internet Computer Protocol is set to unveil caffeine v3.0 today, April 7. According to the announcement made by Dom Williams (dom | icp), it will kickstart a new era on ICP. The update introduces "Cloud Engines," enabling enterprises to deploy private subnets using a mix of sovereign nodes and traditional AWS instances to achieve specialized throughput. Bullish for the ICP ecosystem.
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‼️WHY TODAY IS A BIG DAY FOR INTERNET COMPUTER PROTOCOL DFINITY Foundation's Internet Computer Protocol is set to unveil caffeine v3.0 today, April 7. According to the announcement made by Dom Williams (dom | icp), it will kickstart a new era on ICP. The update introduces "Cloud Engines," enabling enterprises to deploy private subnets using a mix of sovereign nodes and traditional AWS instances to achieve specialized throughput. Bullish for the ICP ecosystem.

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15,328 просмотров • 4 месяцев назад

“2026 is the year the Internet Computer truly connects with the mass market.” After years of development, ICP is pivoting from developing infrastructure to productization. Caffeine proved the appetite exists. Cloud engines are the next step. Massive scaling incoming.
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“2026 is the year the Internet Computer truly connects with the mass market.” After years of development, ICP is pivoting from developing infrastructure to productization. Caffeine proved the appetite exists. Cloud engines are the next step. Massive scaling incoming.

DFINITY Foundation

11,384 просмотров • 6 месяцев назад

INTERNET COMPUTER'S CLOUD ENGINES REPRESENT AN INFLECTION POINT... Founder of Internet Computer (DFINITY Foundation), Dominic Williams (dom | icp), while celebrating the protocol's five-year journey, provided a detailed preview of “Cloud Engines." Cloud Engines is the sovereign frontier cloud technology that the network will soon provide via opencloud(.)org. He stated that Cloud Engines will enable anyone to spin up their own tamperproof sovereign cloud by selecting and configuring nodes within the mathematically secure Internet Computer network. The founder emphasized that the technology is built specifically for the AI era, enabling AI agents to create and update online applications and services without the need for security teams or sysadmins. Additionally, software hosted on Cloud Engines is immune to infrastructure hacks, guaranteed to run as long as sufficient nodes remain operational, and protected by orthogonal persistence in the Motoko language, which automatically detects and prevents “lossy” AI-generated updates. He added that users will soon be able to develop and deploy apps directly from AI platforms such as Claude or Perplexity, with seamless integration through caffeine, while maintaining full tech sovereignty. Cloud Engines allow owners to choose node operators and locations, mix Big Tech instances (Amazon Web Services, Microsoft Azure, Google), add sovereign AI nodes, and scale capacity instantly without downtime or vendor lock-in. In summary, Cloud Engines is an inflection point in the Internet Computer’s history.
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INTERNET COMPUTER'S CLOUD ENGINES REPRESENT AN INFLECTION POINT... Founder of Internet Computer (DFINITY Foundation), Dominic Williams (dom | icp), while celebrating the protocol's five-year journey, provided a detailed preview of “Cloud Engines." Cloud Engines is the sovereign frontier cloud technology that the network will soon provide via opencloud(.)org. He stated that Cloud Engines will enable anyone to spin up their own tamperproof sovereign cloud by selecting and configuring nodes within the mathematically secure Internet Computer network. The founder emphasized that the technology is built specifically for the AI era, enabling AI agents to create and update online applications and services without the need for security teams or sysadmins. Additionally, software hosted on Cloud Engines is immune to infrastructure hacks, guaranteed to run as long as sufficient nodes remain operational, and protected by orthogonal persistence in the Motoko language, which automatically detects and prevents “lossy” AI-generated updates. He added that users will soon be able to develop and deploy apps directly from AI platforms such as Claude or Perplexity, with seamless integration through caffeine, while maintaining full tech sovereignty. Cloud Engines allow owners to choose node operators and locations, mix Big Tech instances (Amazon Web Services, Microsoft Azure, Google), add sovereign AI nodes, and scale capacity instantly without downtime or vendor lock-in. In summary, Cloud Engines is an inflection point in the Internet Computer’s history.

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12,154 просмотров • 3 месяцев назад

ICP Cloud Engines Will Be Immune to Infrastructure Hacks and Conflict Internet Computer (DFINITY Foundation) is preparing to roll out cloud engines to mitigate escalating physical and cyber threats against centralized data centers. ICP CEO states that cloud engines utilize a tamper-proof architecture that ensures hosted services remain operational even if individual nodes or entire data centers are taken offline. This statement arises amid the ongoing threat data centers face due to conflict. This "Zero-Trust" infrastructure provides a resilient environment for the 2026 autonomous economy, where downtime is no longer an option for mission-critical applications.
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ICP Cloud Engines Will Be Immune to Infrastructure Hacks and Conflict Internet Computer (DFINITY Foundation) is preparing to roll out cloud engines to mitigate escalating physical and cyber threats against centralized data centers. ICP CEO states that cloud engines utilize a tamper-proof architecture that ensures hosted services remain operational even if individual nodes or entire data centers are taken offline. This statement arises amid the ongoing threat data centers face due to conflict. This "Zero-Trust" infrastructure provides a resilient environment for the 2026 autonomous economy, where downtime is no longer an option for mission-critical applications.

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36,906 просмотров • 1 месяц назад

Cloud lock-in is the tech industry’s dirty secret. Cloud engines on DFINITY Foundation are about to fix that: → Create an engine on Amazon → Deploy your apps → Move the whole thing to Google — instantly → Or distribute across both for resilience Just like the internet runs across everything, the Internet Computer will too.
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Cloud lock-in is the tech industry’s dirty secret. Cloud engines on DFINITY Foundation are about to fix that: → Create an engine on Amazon → Deploy your apps → Move the whole thing to Google — instantly → Or distribute across both for resilience Just like the internet runs across everything, the Internet Computer will too.

DFINITY Foundation

11,061 просмотров • 5 месяцев назад

Internet Computer’s Cloud Engines Bring AI-Powered Apps Without Human Input In a post today, the DFINITY Foundation (DFINITY Foundation) spotlighted a core advantage of its new Cloud Engines on the Internet Computer. According to the post, Cloud Engines enables AI to build and update production apps safely, without constant human oversight. Traditional clouds require teams to fix infrastructure hacks, downtime, and data-loss errors after AI-driven updates. Cloud Engines eliminates these risks through tamperproof protocol-level security and guaranteed uptime (even if nodes fail). The result: - Sovereign, always-on frontier cloud where AI agents create tamperproof SaaS directly on-chain. - No sysadmins. - No vendor lock-in. - Full ownership by the builder. Announced around ICP’s 5-year anniversary, Cloud Engines are designed for the AI era. This positions the ICP as the go-to decentralized cloud for the next wave of autonomous AI development.
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Internet Computer’s Cloud Engines Bring AI-Powered Apps Without Human Input In a post today, the DFINITY Foundation (DFINITY Foundation) spotlighted a core advantage of its new Cloud Engines on the Internet Computer. According to the post, Cloud Engines enables AI to build and update production apps safely, without constant human oversight. Traditional clouds require teams to fix infrastructure hacks, downtime, and data-loss errors after AI-driven updates. Cloud Engines eliminates these risks through tamperproof protocol-level security and guaranteed uptime (even if nodes fail). The result: - Sovereign, always-on frontier cloud where AI agents create tamperproof SaaS directly on-chain. - No sysadmins. - No vendor lock-in. - Full ownership by the builder. Announced around ICP’s 5-year anniversary, Cloud Engines are designed for the AI era. This positions the ICP as the go-to decentralized cloud for the next wave of autonomous AI development.

BSCN

27,734 просмотров • 3 месяцев назад

Cloud Engines are a new way to own your corner of the cloud. The Internet Computer will soon let you configure your own cloud network — with tamper-proof hosting built in. A new cloud economy is forming.
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Cloud Engines are a new way to own your corner of the cloud. The Internet Computer will soon let you configure your own cloud network — with tamper-proof hosting built in. A new cloud economy is forming.

DFINITY Foundation

12,938 просмотров • 6 месяцев назад

Community nodes are now becoming available on n8n Cloud! Starting today instance owners can install a curated and growing list of community nodes on both Cloud and self-hosted instances from the Nodes panel. Learn all (including how to get YOUR node added) 👉 The following nodes can be accessed right now, and more will be added soon: Partner supported nodes: - - SerpApi - SOCRadar® - Tavily - Browserflow - pdforge - Straker - Mallabe - ScrapeGraphAI - Chat Data Community supported nodes: - ticktick - LavaTop - DigitalOcean - - LogSnag #n8n #lowcode #nodes
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Community nodes are now becoming available on n8n Cloud! Starting today instance owners can install a curated and growing list of community nodes on both Cloud and self-hosted instances from the Nodes panel. Learn all (including how to get YOUR node added) 👉 The following nodes can be accessed right now, and more will be added soon: Partner supported nodes: - - SerpApi - SOCRadar® - Tavily - Browserflow - pdforge - Straker - Mallabe - ScrapeGraphAI - Chat Data Community supported nodes: - ticktick - LavaTop - DigitalOcean - - LogSnag #n8n #lowcode #nodes

n8n.io

13,064 просмотров • 1 год назад

At its core, iAgent utilizes Protocol Nodes to support and maintain the ecosystem's functionality. This collection of publicly maintained nodes help: ❒ secure the network ❒ determine rewards for GPU workers ❒ earn rewards for their contributions to the network iAgent has 2 types of protocol nodes: 🔘Genesis Nodes 🔘Public Nodes With a 5000-supply, Genesis Nodes are engineered to yield x3 $AGNT tokens generation compared to Public Nodes (which will come at a later date). As a token of gratitude, Genesis Nodes also receive TGE: 2% AGNT tokens from reward pool. Other Genesis Node Utilities & USPs include: Participation and Governance: Genesis node operators have the chance to engage more deeply in decision-making processes through iAgent's governance model. Exclusive Access: Operators of Genesis nodes may receive early access to test new features and products within the iAgent ecosystem. Reward Structure: Nodes earn $AGNT tokens, and Genesis nodes do so at an accelerated rate due to their higher token generation multiplier. Rewards are calculated dynamically, with consideration given to node performance and network contribution. Technical and Community Support: Genesis node operators are expected to receive dedicated support from the iAgent team, ensuring optimal performance and uptime. Requirements to run an iAgent Node: Dual Core, and 8GB RAM, are all that is needed for lightweight processing. Anyone with Genesis/Public Node NFTs can run it. But how do you get yourself one? Hop in the discord to know more:
2:15

At its core, iAgent utilizes Protocol Nodes to support and maintain the ecosystem's functionality. This collection of publicly maintained nodes help: ❒ secure the network ❒ determine rewards for GPU workers ❒ earn rewards for their contributions to the network iAgent has 2 types of protocol nodes: 🔘Genesis Nodes 🔘Public Nodes With a 5000-supply, Genesis Nodes are engineered to yield x3 $AGNT tokens generation compared to Public Nodes (which will come at a later date). As a token of gratitude, Genesis Nodes also receive TGE: 2% AGNT tokens from reward pool. Other Genesis Node Utilities & USPs include: Participation and Governance: Genesis node operators have the chance to engage more deeply in decision-making processes through iAgent's governance model. Exclusive Access: Operators of Genesis nodes may receive early access to test new features and products within the iAgent ecosystem. Reward Structure: Nodes earn $AGNT tokens, and Genesis nodes do so at an accelerated rate due to their higher token generation multiplier. Rewards are calculated dynamically, with consideration given to node performance and network contribution. Technical and Community Support: Genesis node operators are expected to receive dedicated support from the iAgent team, ensuring optimal performance and uptime. Requirements to run an iAgent Node: Dual Core, and 8GB RAM, are all that is needed for lightweight processing. Anyone with Genesis/Public Node NFTs can run it. But how do you get yourself one? Hop in the discord to know more:

iAgent

21,278 просмотров • 2 лет назад

Dear ICP community, the Internet Computer has now been running strong for 5 years 👏👏👏 Here is a celebratory preview of ICP "cloud engines," the sovereign frontier cloud technology the network shall soon provide from Main points: — Cloud engines enable anyone to spin up their own sovereign frontier cloud. The technology involves an extraordinary inventive step, in which cloud is created from a mathematically secure network of nodes. The nodes run as part of the Internet Computer network ( but are selected and configured by the cloud engine's owner. — The frontier cloud provided by engines is strongly focused on enabling AI agents to build and update online applications and services for us. The world is changing fast, and nearly all new online apps and services are already being built with the help of AI, and thus cloud engines target the future of cloud. — Software hosted on cloud engines is tamperproof, which means that it is immune to infrastructure hacks, because it runs inside a mathematically secure network protocol, rather than on computers directly. This means that AI agents, and those building with them, don't need to have a security team in the loop, or to trust someone else's security team. This is crucial, because in the future, non technical people will demand the freedom to build with full automation — where they just need to issue instructions to AI about what to build, and don't need to worry about anything or anyone else. Of course, apps and services running on engines are also vastly safer from the new breed of hacker being enabled by frontier AI. (The cloud engines themselves are also "tamperproof." Even if a hacker gains physical access to some portion of a cloud engine's nodes, and can make arbitrary changes, the computations and data of the hosted apps and services cannot be corrupted or interrupted so long as the network's fault bounds aren't exceeded. The recent hack of Vercel, a major cloud platform, which gave hackers access to the apps it hosted, provides additional perspective on the importance of this advantage.) — Software hosted on cloud engines is guaranteed to run, so long as a sufficient number of the engine's nodes are running. This means that AI can build applications and services without the need to have a human systems admin team constantly tinkering with the underlying platform to keep it running, which is again crucial, because in the future, non technical people will expect the freedom to use AI to build without the support of others. — New frontier programming language technology, in the form of the Motoko language developed by Caffeine Labs, leverages seminal "orthogonal persistence" technology that unifies program logic and data to deliver further unlocks for AI (Motoko is the first computer language being developed that targets agents that are writing software rather than humans engineers per se). Nowadays, AI can build and update production apps at a prodigious rate, even at the speed of conversation. But it can also make mistakes, and there's a risk that an update it creates might be "lossy" in the sense it causes some transformed data to be lost. Again, in this new world, it's both undesirable and impractical for everyone to have to have a systems admin team on-hand to detect lossy updates and roll them back, but Motoko provides a solution: it can detect new software updates are lossy before they are applied, reducing potentially catastrophic errors by AI to harmless coding retries. — Software hosted on cloud engines is "serverless" but unlike traditional serverless software, directly it directly incorporates data through "orthogonal persistence." Another key purpose is simplify backend software logic and fuel the modeling power of AI by increasing abstraction (sorry for the technical language!!!). Put simply, this enables AI to produce more sophisticated backends, faster, and at dramatically lower costs, as measured by the number AI API tokens consumed during coding. (Tip for the technical: orthogonal persistence is a new paradigm where "the program is the database," and data lives inside program variables, which is possible because it's as if hosted software runs forever in persistent memory). — An expanding database of skills at shall make it possible to develop and directly deploy apps and services to your cloud engines directly from Claude Code, Perplexity, Codex and other AI platforms. Further, your account on can be connected, so that new apps and updates created through conversation automatically appear hosted from your cloud engine. In the future, R&D is going to be very seamless. You converse with AI, and your secure and unstoppable apps or services are created or updated. Cloud engines are designed to directly support this "self-writing cloud" future where we can work hands-free. — Tech sovereignty is becoming a huge issue worldwide, with governments and corporations seeking to create sovereign tech stacks owing to geopolitical tensions. Increasingly, people are realizing that tech provided by foreign nations can come with hidden backdoors and kills switches, from the base platform, right up through hosted apps and services. ICP technology is open source, and those building on ICP using AI own their own source code. When you have the source code, you can verify that there are no backdoors, and when you own the source code thanks to AI, you can update it at will, freeing you from vendor lock-in. But cloud engines take sovereignty much further... — You create a cloud engine by selecting the nodes that will be combined. You can choose the class of nodes used, and their number, but more importantly, you can choose who operates the nodes, and where they are located. Almost any configuration is possible, because the Internet Computer scales the security privileges afforded to hosted software within the network according to configuration (software hosted on cloud engines can directly interoperate with software on other engines and traditional subnets, but base restrictions are applied according to security rules). A cloud engine can be created within a region such as Europe, to comply with regs such as GDPR, or completely within a sovereign state like Switzerland or Pakistan. But cloud engines go further still... — Sovereignty is also about freedom from vendor lock-in. Cloud engines are essentially ICP (Internet Computer Protocol) network configurations, and this means the underlying compute nodes they combine can be swapped out without interrupting their hosted apps and services. This is a big deal. In addition, cloud engines now support nodes that are instances running on Big Tech's clouds, in addition to nodes that are dedicated specialized hardware, as per the Gen I and Gen II nodes that dominate the Internet Computer today. For example, it is possible to have an engine running across different AWS data centers, say, and then reconfigure the engine to run across a mixture of AWS, Google, Azure and Hetzner for even more resilience, without the users of hosted apps and services noticing a thing. That's true freedom. — Sovereign AI is becoming increasingly important too, and cloud engines allow special "AI nodes" to be added to them, so that hosted software can perform inference on hardware provisioned by the owner from a location the owner has selected. Even though the AI nodes are only accessible within the cloud engine, they can still benefit from the forthcoming Internet Intelligence Gateway (IG), which will make it possible to validate inference performed on key frontier open weights LLMs, even when the inference is performed on completely independent AI clouds. When the results of inference are received, this technology can verify that neither the prompt+context (input) nor the inference result (output) have been modified, and that the results were produced by the precise LLM expected. This ensures that AI clouds don't cheat by running inference on cheaper models than are being paid for, and bad actors aren't modifying the inputs or outputs to surreptitiously insert advertising into results, say, or change facts, or insert malware when code is being generated. What's super cool about this technology is the cost of the verification is scalable. A very valuable additional security can be achieved with only 1-2% of extra cost. — Scaling apps and services when they hit capacity limits is another thorny problem that cloud engines help the world address. Engines make scaling possible without rewriting or reconfiguring software. The query workload capacity of hosted software can be horizontally scaled simply by adding new nodes to an engine, and nodes can also be added in geographical proximity to demand. Meanwhile, update workload capacity can first be scaled-up by swapping an engine's nodes out for the next class up, and then when no larger class of node is available, horizontally scaled-out by "splitting" the engine into two, which doubles available capacity. (Technical tip: horizontally scaling update capacity by splitting engines requires multi-canister architectures). — For those who have been following how Caffeine builds apps that can efficiently store large numbers of files, I should mention that apps built on cloud engines will also support the new ICP Blob Storage cloud network (since cloud engines currently have up to about 3 TB of memory, which apps storing large amounts of files can easily exceed). We are also working on allowing blob storage nodes to be added to cloud engines, to enable sovereign mass blob storage within an engine, similarly to how AI nodes can be added currently. — Lastly, but certainly not least, I should mention that cloud engines are multi-blockchain capable, and ready for digital assets, thanks to the clever math at their core. For example, an e-commerce service built on a cloud engine can securely accept and custody stablecoin payments, or a multi-chain DEX could be hosted. Further, engines can support software autonomy (software orchestrated and controlled by other autonomous software, in a decentralized way) and can themselves be orchestrated by SNS technology, and thus run autonomously too. Today, though, the focus is on *mainstream* cloud. This year, the cloud industry will generate approximately one trillion dollars in revenue. That number is already huge, but is expected to grow to two trillion dollars by 2030. After years of continuous development, which have seen more than $500m spent on R&D, the Internet Computer network is now tacking directly toward this mainstream cloud market with cloud engine technology. In their first version, cloud engines are not meant to be a cloud panacea. For example, currently they are not ideal for working with big data. You should use something like DataBricks for that. Cloud engines are carefully targeted at enabling AI to produce traditional online applications and services, including SaaS, in a safer and more productive way, which represents a new market segment with tremendous potential. Of course, DFINITY will continue to work relentlessly to push forward ICP's capabilities, so expect further developments. It's worth mentioning that this cloud segment isn't just about creating new apps and services using AI, it's also about replacing legacy systems and apps built on super expensive SaaS services. Caffeine Labs is working to produce technology (Caffeine Snorkel) that can study an enterprise's legacy systems and app built on SaaS, create replacement systems and apps, and migrate the data, while supporting key stakeholders through the process over email and chat, with full automation. Thus the legacy systems and SaaS markets shall also be addressed by cloud engines. Zooming out, and reasoning in a more metaphysical way, we believe, as we always have, that there is room for a new kind of cloud created by mathematical networks, that provides seminal advances in the fields of security and resilience, as well as true sovereignty and freedom from lock-in. That this same technology, with the help of additional technologies like orthogonal persistence and Motoko, enables AI to build for us without the need for so much oversight, and to create more backend sophistication while consuming fewer AI API tokens, enables ICP to bring game-changing advances to the world. Cloud engines will work synergistically with the Intelligence Gateway, which will enable apps and services running on engines to seamlessly leverage AI, wherever that AI is running, while providing verifiability at extremely low cost for open weights frontier models. We believe that cloud engines represent an inflection point in the storied history of the Internet Computer project, and I'm very proud to be sharing the details with you on the network's fifth birthday 💪 I'll be back with more news soon!!
19:06

Dear ICP community, the Internet Computer has now been running strong for 5 years 👏👏👏 Here is a celebratory preview of ICP "cloud engines," the sovereign frontier cloud technology the network shall soon provide from Main points: — Cloud engines enable anyone to spin up their own sovereign frontier cloud. The technology involves an extraordinary inventive step, in which cloud is created from a mathematically secure network of nodes. The nodes run as part of the Internet Computer network ( but are selected and configured by the cloud engine's owner. — The frontier cloud provided by engines is strongly focused on enabling AI agents to build and update online applications and services for us. The world is changing fast, and nearly all new online apps and services are already being built with the help of AI, and thus cloud engines target the future of cloud. — Software hosted on cloud engines is tamperproof, which means that it is immune to infrastructure hacks, because it runs inside a mathematically secure network protocol, rather than on computers directly. This means that AI agents, and those building with them, don't need to have a security team in the loop, or to trust someone else's security team. This is crucial, because in the future, non technical people will demand the freedom to build with full automation — where they just need to issue instructions to AI about what to build, and don't need to worry about anything or anyone else. Of course, apps and services running on engines are also vastly safer from the new breed of hacker being enabled by frontier AI. (The cloud engines themselves are also "tamperproof." Even if a hacker gains physical access to some portion of a cloud engine's nodes, and can make arbitrary changes, the computations and data of the hosted apps and services cannot be corrupted or interrupted so long as the network's fault bounds aren't exceeded. The recent hack of Vercel, a major cloud platform, which gave hackers access to the apps it hosted, provides additional perspective on the importance of this advantage.) — Software hosted on cloud engines is guaranteed to run, so long as a sufficient number of the engine's nodes are running. This means that AI can build applications and services without the need to have a human systems admin team constantly tinkering with the underlying platform to keep it running, which is again crucial, because in the future, non technical people will expect the freedom to use AI to build without the support of others. — New frontier programming language technology, in the form of the Motoko language developed by Caffeine Labs, leverages seminal "orthogonal persistence" technology that unifies program logic and data to deliver further unlocks for AI (Motoko is the first computer language being developed that targets agents that are writing software rather than humans engineers per se). Nowadays, AI can build and update production apps at a prodigious rate, even at the speed of conversation. But it can also make mistakes, and there's a risk that an update it creates might be "lossy" in the sense it causes some transformed data to be lost. Again, in this new world, it's both undesirable and impractical for everyone to have to have a systems admin team on-hand to detect lossy updates and roll them back, but Motoko provides a solution: it can detect new software updates are lossy before they are applied, reducing potentially catastrophic errors by AI to harmless coding retries. — Software hosted on cloud engines is "serverless" but unlike traditional serverless software, directly it directly incorporates data through "orthogonal persistence." Another key purpose is simplify backend software logic and fuel the modeling power of AI by increasing abstraction (sorry for the technical language!!!). Put simply, this enables AI to produce more sophisticated backends, faster, and at dramatically lower costs, as measured by the number AI API tokens consumed during coding. (Tip for the technical: orthogonal persistence is a new paradigm where "the program is the database," and data lives inside program variables, which is possible because it's as if hosted software runs forever in persistent memory). — An expanding database of skills at shall make it possible to develop and directly deploy apps and services to your cloud engines directly from Claude Code, Perplexity, Codex and other AI platforms. Further, your account on can be connected, so that new apps and updates created through conversation automatically appear hosted from your cloud engine. In the future, R&D is going to be very seamless. You converse with AI, and your secure and unstoppable apps or services are created or updated. Cloud engines are designed to directly support this "self-writing cloud" future where we can work hands-free. — Tech sovereignty is becoming a huge issue worldwide, with governments and corporations seeking to create sovereign tech stacks owing to geopolitical tensions. Increasingly, people are realizing that tech provided by foreign nations can come with hidden backdoors and kills switches, from the base platform, right up through hosted apps and services. ICP technology is open source, and those building on ICP using AI own their own source code. When you have the source code, you can verify that there are no backdoors, and when you own the source code thanks to AI, you can update it at will, freeing you from vendor lock-in. But cloud engines take sovereignty much further... — You create a cloud engine by selecting the nodes that will be combined. You can choose the class of nodes used, and their number, but more importantly, you can choose who operates the nodes, and where they are located. Almost any configuration is possible, because the Internet Computer scales the security privileges afforded to hosted software within the network according to configuration (software hosted on cloud engines can directly interoperate with software on other engines and traditional subnets, but base restrictions are applied according to security rules). A cloud engine can be created within a region such as Europe, to comply with regs such as GDPR, or completely within a sovereign state like Switzerland or Pakistan. But cloud engines go further still... — Sovereignty is also about freedom from vendor lock-in. Cloud engines are essentially ICP (Internet Computer Protocol) network configurations, and this means the underlying compute nodes they combine can be swapped out without interrupting their hosted apps and services. This is a big deal. In addition, cloud engines now support nodes that are instances running on Big Tech's clouds, in addition to nodes that are dedicated specialized hardware, as per the Gen I and Gen II nodes that dominate the Internet Computer today. For example, it is possible to have an engine running across different AWS data centers, say, and then reconfigure the engine to run across a mixture of AWS, Google, Azure and Hetzner for even more resilience, without the users of hosted apps and services noticing a thing. That's true freedom. — Sovereign AI is becoming increasingly important too, and cloud engines allow special "AI nodes" to be added to them, so that hosted software can perform inference on hardware provisioned by the owner from a location the owner has selected. Even though the AI nodes are only accessible within the cloud engine, they can still benefit from the forthcoming Internet Intelligence Gateway (IG), which will make it possible to validate inference performed on key frontier open weights LLMs, even when the inference is performed on completely independent AI clouds. When the results of inference are received, this technology can verify that neither the prompt+context (input) nor the inference result (output) have been modified, and that the results were produced by the precise LLM expected. This ensures that AI clouds don't cheat by running inference on cheaper models than are being paid for, and bad actors aren't modifying the inputs or outputs to surreptitiously insert advertising into results, say, or change facts, or insert malware when code is being generated. What's super cool about this technology is the cost of the verification is scalable. A very valuable additional security can be achieved with only 1-2% of extra cost. — Scaling apps and services when they hit capacity limits is another thorny problem that cloud engines help the world address. Engines make scaling possible without rewriting or reconfiguring software. The query workload capacity of hosted software can be horizontally scaled simply by adding new nodes to an engine, and nodes can also be added in geographical proximity to demand. Meanwhile, update workload capacity can first be scaled-up by swapping an engine's nodes out for the next class up, and then when no larger class of node is available, horizontally scaled-out by "splitting" the engine into two, which doubles available capacity. (Technical tip: horizontally scaling update capacity by splitting engines requires multi-canister architectures). — For those who have been following how Caffeine builds apps that can efficiently store large numbers of files, I should mention that apps built on cloud engines will also support the new ICP Blob Storage cloud network (since cloud engines currently have up to about 3 TB of memory, which apps storing large amounts of files can easily exceed). We are also working on allowing blob storage nodes to be added to cloud engines, to enable sovereign mass blob storage within an engine, similarly to how AI nodes can be added currently. — Lastly, but certainly not least, I should mention that cloud engines are multi-blockchain capable, and ready for digital assets, thanks to the clever math at their core. For example, an e-commerce service built on a cloud engine can securely accept and custody stablecoin payments, or a multi-chain DEX could be hosted. Further, engines can support software autonomy (software orchestrated and controlled by other autonomous software, in a decentralized way) and can themselves be orchestrated by SNS technology, and thus run autonomously too. Today, though, the focus is on *mainstream* cloud. This year, the cloud industry will generate approximately one trillion dollars in revenue. That number is already huge, but is expected to grow to two trillion dollars by 2030. After years of continuous development, which have seen more than $500m spent on R&D, the Internet Computer network is now tacking directly toward this mainstream cloud market with cloud engine technology. In their first version, cloud engines are not meant to be a cloud panacea. For example, currently they are not ideal for working with big data. You should use something like DataBricks for that. Cloud engines are carefully targeted at enabling AI to produce traditional online applications and services, including SaaS, in a safer and more productive way, which represents a new market segment with tremendous potential. Of course, DFINITY will continue to work relentlessly to push forward ICP's capabilities, so expect further developments. It's worth mentioning that this cloud segment isn't just about creating new apps and services using AI, it's also about replacing legacy systems and apps built on super expensive SaaS services. Caffeine Labs is working to produce technology (Caffeine Snorkel) that can study an enterprise's legacy systems and app built on SaaS, create replacement systems and apps, and migrate the data, while supporting key stakeholders through the process over email and chat, with full automation. Thus the legacy systems and SaaS markets shall also be addressed by cloud engines. Zooming out, and reasoning in a more metaphysical way, we believe, as we always have, that there is room for a new kind of cloud created by mathematical networks, that provides seminal advances in the fields of security and resilience, as well as true sovereignty and freedom from lock-in. That this same technology, with the help of additional technologies like orthogonal persistence and Motoko, enables AI to build for us without the need for so much oversight, and to create more backend sophistication while consuming fewer AI API tokens, enables ICP to bring game-changing advances to the world. Cloud engines will work synergistically with the Intelligence Gateway, which will enable apps and services running on engines to seamlessly leverage AI, wherever that AI is running, while providing verifiability at extremely low cost for open weights frontier models. We believe that cloud engines represent an inflection point in the storied history of the Internet Computer project, and I'm very proud to be sharing the details with you on the network's fifth birthday 💪 I'll be back with more news soon!!

dom | icp

295,127 просмотров • 3 месяцев назад

Own the Cloud. Own the Future. Impossible Cloud Network (ICN) is on a mission to transform the cloud industry with a decentralized, community-first approach ☁️ What’s coming? 🟩 October: Testnet goes live – experience the decentralized future 🟩 November: Node Sales – help secure the network by running a node 🟩 Q1 2025: Token listing and mainnet launch, powered by Hosting Providers (HP), Storage Providers (SP), and Oracles. Our goal? To make cloud infrastructure cheaper, more secure, and accessible to all. The community is at the heart of everything we do - get involved now and shape the future of cloud computing with us. Learn more on 🌐
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Own the Cloud. Own the Future. Impossible Cloud Network (ICN) is on a mission to transform the cloud industry with a decentralized, community-first approach ☁️ What’s coming? 🟩 October: Testnet goes live – experience the decentralized future 🟩 November: Node Sales – help secure the network by running a node 🟩 Q1 2025: Token listing and mainnet launch, powered by Hosting Providers (HP), Storage Providers (SP), and Oracles. Our goal? To make cloud infrastructure cheaper, more secure, and accessible to all. The community is at the heart of everything we do - get involved now and shape the future of cloud computing with us. Learn more on 🌐

Impossible Cloud Network

153,398 просмотров • 1 год назад

🚨JUST IN: CAFFEINE V3.0 OPENS A NEW ERA ON ICP IN A FEW DAYS DFINITY Foundation's Internet Computer (ICP) is scheduled to launch the Caffeine v3.0 upgrade on April 7th, enabling natural language-based application development. According to Dominic Williams (dom | icp), the update introduces "Cloud Engines," enabling enterprises to deploy private subnets using a mix of sovereign nodes and traditional AWS instances to achieve specialized throughput. A new "Internet Intelligence Network" (IIN) is being proposed to provide verifiable AI inference at lower costs than centralized GPU clouds.
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🚨JUST IN: CAFFEINE V3.0 OPENS A NEW ERA ON ICP IN A FEW DAYS DFINITY Foundation's Internet Computer (ICP) is scheduled to launch the Caffeine v3.0 upgrade on April 7th, enabling natural language-based application development. According to Dominic Williams (dom | icp), the update introduces "Cloud Engines," enabling enterprises to deploy private subnets using a mix of sovereign nodes and traditional AWS instances to achieve specialized throughput. A new "Internet Intelligence Network" (IIN) is being proposed to provide verifiable AI inference at lower costs than centralized GPU clouds.

BSCN

30,197 просмотров • 4 месяцев назад

🚨 ICP CLOUD ENGINE DEMO SHOWS HOW VALUE TRANSFERS INTO $ICP dom | icp just released the new cloud engine demo that catapults $ICP in with the like of AWS, and this short clips shows exactly how they are going to capture value, as USD payment converts straight to $ICP!
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🚨 ICP CLOUD ENGINE DEMO SHOWS HOW VALUE TRANSFERS INTO $ICP dom | icp just released the new cloud engine demo that catapults $ICP in with the like of AWS, and this short clips shows exactly how they are going to capture value, as USD payment converts straight to $ICP!

ALLINCRYPTO

10,912 просмотров • 3 месяцев назад

“I want all my nodes in Germany.” “I want GDPR compliance across Europe.” “I want to run on 7 Amazon data centers.” Cloud engines on DFINITY Foundation will let you pick exactly where your apps run. And here’s the big unlock: the Internet Computer will run cloud-on-cloud — deploying over Amazon, Google, or both. Your cloud. Your rules.
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“I want all my nodes in Germany.” “I want GDPR compliance across Europe.” “I want to run on 7 Amazon data centers.” Cloud engines on DFINITY Foundation will let you pick exactly where your apps run. And here’s the big unlock: the Internet Computer will run cloud-on-cloud — deploying over Amazon, Google, or both. Your cloud. Your rules.

DFINITY Foundation

15,730 просмотров • 5 месяцев назад

The Internet Computer will introduce a cloud engine experience that mirrors what enterprises already know. One click. Your own corner of the cloud. Configured to your needs. Same UX as signing into AWS or Cloudflare — but on the only cloud created by a network. The Internet Computer is becoming enterprise-ready.
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The Internet Computer will introduce a cloud engine experience that mirrors what enterprises already know. One click. Your own corner of the cloud. Configured to your needs. Same UX as signing into AWS or Cloudflare — but on the only cloud created by a network. The Internet Computer is becoming enterprise-ready.

DFINITY Foundation

22,715 просмотров • 6 месяцев назад

I can model magnetics and calculate inductance of toroids! this a realtime PEEC solver running entirely inside geometry nodes, you can see the impact of changing turns, their spread across the toroid, how tight they are and changing the wire radius. Coming soon to ElectroMag Nodes #b3d #geometrynodes #electronics #science
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I can model magnetics and calculate inductance of toroids! this a realtime PEEC solver running entirely inside geometry nodes, you can see the impact of changing turns, their spread across the toroid, how tight they are and changing the wire radius. Coming soon to ElectroMag Nodes #b3d #geometrynodes #electronics #science

Sam M

12,495 просмотров • 2 месяцев назад