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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...

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DFINITY Foundation

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22,715 просмотров • 3 месяцев назад •via X (Twitter)

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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.
0:45

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 • 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.
1:05

“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 • 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.
0:30

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.

BSCN

21,313 просмотров • 1 месяц назад

Internet Computer Hits 287 Billion Transactions on Mainnet Internet Computer (DFINITY Foundation) officially records over 287 billion total transactions on the Internet Computer mainnet, according to the latest network data. Metrics from Chainspect confirm the milestone, with $ICP maintaining 24/7 uptime for its decentralized computational infrastructure. The protocol is currently processing high-throughput workloads as enterprise-grade applications migrate toward trustless cloud environments.
0:30

Internet Computer Hits 287 Billion Transactions on Mainnet Internet Computer (DFINITY Foundation) officially records over 287 billion total transactions on the Internet Computer mainnet, according to the latest network data. Metrics from Chainspect confirm the milestone, with $ICP maintaining 24/7 uptime for its decentralized computational infrastructure. The protocol is currently processing high-throughput workloads as enterprise-grade applications migrate toward trustless cloud environments.

BSCN

22,239 просмотров • 16 дней 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.
0:30

‼️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.

BSCN

15,247 просмотров • 2 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.
0:30

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.

BSCN

12,101 просмотров • 29 дней назад

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. Real demand. Real infrastructure.
1:10

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. Real demand. Real infrastructure.

DFINITY Foundation

38,576 просмотров • 3 месяцев назад

Next Week Could Be Crucial for Internet Computer Internet Computer (DFINITY Foundation) executive Pierre prepares to showcase the Internet Computer sovereign cloud to government and enterprise leaders in Paris next week. The presentation frames $ICP as a critical IT stack for public and private institutions requiring absolute data sovereignty and zero single points of failure. This outreach targets high-level decision-makers seeking decentralized alternatives to legacy cloud providers as data localization laws tighten across the European Union.
0:30

Next Week Could Be Crucial for Internet Computer Internet Computer (DFINITY Foundation) executive Pierre prepares to showcase the Internet Computer sovereign cloud to government and enterprise leaders in Paris next week. The presentation frames $ICP as a critical IT stack for public and private institutions requiring absolute data sovereignty and zero single points of failure. This outreach targets high-level decision-makers seeking decentralized alternatives to legacy cloud providers as data localization laws tighten across the European Union.

BSCN

43,184 просмотров • 14 дней назад

PAKISTAN DEBUTED ITS FIRST CLOUD ENGINE ON ICP Pakistan has launched its first Cloud Engine on the Internet Computer network (DFINITY Foundation). This milestone, achieved in partnership with the Pakistan Digital Authority, introduces a dedicated Pakistan Subnet that delivers sovereign AI-native infrastructure. Sensitive data remains in-country while enabling the development of secure, tamper-resistant software systems built for the AI era. The deployment is now live, visualized as a glowing blue network of connected nodes across a map of Pakistan, marking a major step forward in decentralized cloud technology for the region.
0:30

PAKISTAN DEBUTED ITS FIRST CLOUD ENGINE ON ICP Pakistan has launched its first Cloud Engine on the Internet Computer network (DFINITY Foundation). This milestone, achieved in partnership with the Pakistan Digital Authority, introduces a dedicated Pakistan Subnet that delivers sovereign AI-native infrastructure. Sensitive data remains in-country while enabling the development of secure, tamper-resistant software systems built for the AI era. The deployment is now live, visualized as a glowing blue network of connected nodes across a map of Pakistan, marking a major step forward in decentralized cloud technology for the region.

BSCN

36,512 просмотров • 1 месяц назад

Anthropic just launched Computer-Use-Agents on Claude Desktop, meaning it can now take control of your entire computer environment. This is huge for businesses and enterprise, except it's limited by the fact that it requires a personal computer. If you deploy it into a virtual machine on Orgo, you can now manage hundreds or thousands of your clients' Claude accounts, setting up their skills, capabilities, connectors, etc, all on their own machines in the cloud on Orgo.
1:14

Anthropic just launched Computer-Use-Agents on Claude Desktop, meaning it can now take control of your entire computer environment. This is huge for businesses and enterprise, except it's limited by the fact that it requires a personal computer. If you deploy it into a virtual machine on Orgo, you can now manage hundreds or thousands of your clients' Claude accounts, setting up their skills, capabilities, connectors, etc, all on their own machines in the cloud on Orgo.

nick vasilescu

38,157 просмотров • 2 месяцев назад

ICP Cloud Engines — The Network is The Cloud — A fireside chat discussing one of the key technologies at the heart of ICP's push into the $1 trillion cloud market, which will work synergistically with platforms like and hackproof self-writing cloud💥
8:58

ICP Cloud Engines — The Network is The Cloud — A fireside chat discussing one of the key technologies at the heart of ICP's push into the $1 trillion cloud market, which will work synergistically with platforms like and hackproof self-writing cloud💥

dom williams.icp ∞

42,545 просмотров • 4 месяцев назад

Ready for a career breakthrough? 💥☁️ #AWS Cloud Institute offers the roadmap, so you can begin your career as a cloud developer in as little as one year. Learn more. 👉
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Sensitive content

Ready for a career breakthrough? 💥☁️ #AWS Cloud Institute offers the roadmap, so you can begin your career as a cloud developer in as little as one year. Learn more. 👉

Amazon Web Services

14,468 просмотров • 2 лет назад

If you're building your own cloud agent like Devin or Ramp Inspect, there's lots of great details here on setting up VMs, computer use, memory, and more. Fun deep dive with the creator of OpenInspect on what setting up a cloud agent entails
0:44

If you're building your own cloud agent like Devin or Ramp Inspect, there's lots of great details here on setting up VMs, computer use, memory, and more. Fun deep dive with the creator of OpenInspect on what setting up a cloud agent entails

Walden

29,314 просмотров • 12 дней назад

Experience the power of decentralized cloud solutions to unlock exclusive domain ownership. ♾️☁️ With #ICP's NNS overseeing the Internet Computer #blockchain, central control is eliminated, ensuring true digital autonomy. 🙌🌐
0:37

Experience the power of decentralized cloud solutions to unlock exclusive domain ownership. ♾️☁️ With #ICP's NNS overseeing the Internet Computer #blockchain, central control is eliminated, ensuring true digital autonomy. 🙌🌐

DFINITY Foundation

11,952 просмотров • 2 лет назад

working with cloud agents in cursor feels the same as local, but the fact that i can shut down my computer and still have it running is amazing. one of my favorite use cases is planning in cursor, then send off to cloud agent for impl. here's a short demo
0:32

working with cloud agents in cursor feels the same as local, but the fact that i can shut down my computer and still have it running is amazing. one of my favorite use cases is planning in cursor, then send off to cloud agent for impl. here's a short demo

eric zakariasson

61,926 просмотров • 7 месяцев назад

🔴 ICP IS A CLOUD PROVIDER (Similar to Google Cloud or AWS) L1s are similar to traditional databases “CLOUD” ☁️ IS THE SECONDARY SYMBOL FOR ICP ♾️ $ICP $CLOUD ☁️♾️ CRYPTO CLOUD ∞
1:44

🔴 ICP IS A CLOUD PROVIDER (Similar to Google Cloud or AWS) L1s are similar to traditional databases “CLOUD” ☁️ IS THE SECONDARY SYMBOL FOR ICP ♾️ $ICP $CLOUD ☁️♾️ CRYPTO CLOUD ∞

Cloud Foundation ☁️

18,649 просмотров • 7 месяцев 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

221,650 просмотров • 1 месяц 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

153,364 просмотров • 1 год назад

You can literally have a full computer running right in your browser! Puter is an open-source internet OS, which lets you have the full computer inside the browser. - super fast - privacy-first personal cloud - Open-source - 30K+ GitHub stars 🌟 Link 🔗 🧵 👇
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You can literally have a full computer running right in your browser! Puter is an open-source internet OS, which lets you have the full computer inside the browser. - super fast - privacy-first personal cloud - Open-source - 30K+ GitHub stars 🌟 Link 🔗 🧵 👇

Python Space

131,330 просмотров • 1 год назад