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The plot thickens…🤔🕵️‍♂️ RUMOR: jan leaves DFINITY Foundation 🤝 joins Coinbase 🛡️ Could this be the most bullish plot twist in $ICP history? or am I just inhaling that sweet hopium? 😶‍🌫️☁️🫡 Brian Armstrong dom | icp Cloud Foundation ☁️ Video Cred — BasedGiant 🫡♾️

ChrisYost.icp ∞

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55,156 次观看 • 10 个月前 •via X (Twitter)

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$ICP is under attack 🚨 I share my thoughts on: - the latest $ICP FUD campaign - why DFINITY Foundation should pay its own creators/eco developers for the support they've provided over the past 4-5 years, instead of FUD posters - creators that have given up because of the lack of opportunities/monetization inside the eco (e.g. @dehypokriet w/ caffeine) - BasedGiant reaching out to help DFINITY Foundation fix its social media pages & getting no response (while the DFINITY Foundation & caffeine handles have 5 total posts in August) People like Jerry Banfield, Cloud Foundation ☁️, HERO, Michael Duffy, BasedGiant, myself, and many others that I have not named in this video have made content for the past 4-5 years, and while I've been fortunate enough to have a closer relationship with DFINITY, get invited to various events where I helped produce content for them, many others haven't, and this should change. dom | icp & Pierre I think you are not aware of what I'm talking about in the video, so I'll appreciate it if you watch it There are many people inside the ecosystem who want to help $ICP win, so take us into consideration 🤝

$ICP is under attack 🚨 I share my thoughts on: - the latest $ICP FUD campaign - why DFINITY Foundation should pay its own creators/eco developers for the support they've provided over the past 4-5 years, instead of FUD posters - creators that have given up because of the lack of opportunities/monetization inside the eco (e.g. @dehypokriet w/ caffeine) - BasedGiant reaching out to help DFINITY Foundation fix its social media pages & getting no response (while the DFINITY Foundation & caffeine handles have 5 total posts in August) People like Jerry Banfield, Cloud Foundation ☁️, HERO, Michael Duffy, BasedGiant, myself, and many others that I have not named in this video have made content for the past 4-5 years, and while I've been fortunate enough to have a closer relationship with DFINITY, get invited to various events where I helped produce content for them, many others haven't, and this should change. dom | icp & Pierre I think you are not aware of what I'm talking about in the video, so I'll appreciate it if you watch it There are many people inside the ecosystem who want to help $ICP win, so take us into consideration 🤝

Alex (BCP)

23,008 次观看 • 1 个月前

something's not adding up with $ICP and i can't shake this feeling. look at what's happening. volume went from 60m to 1.43b while everything else was dumping. someone's accumulating hard - we're talking tens of thousands of ICP per buy. and it keeps pumping overnight when the US is asleep. that's not retail money. here's where it gets interesting. DFINITY Foundation is a World Economic Forum member. you can't just buy a ticket to davos - you have to be invited. they're sitting at the table with the biggest money on the planet. people are connecting dots to major asset managers. Coinbase 🛡️ announcing they're moving on-chain - how else would they pull that off? CEX partnerships brewing under NDA. strategic ties with binance, bitcoin, ethereum, solana ecosystems. something called utopia being piloted with major institutions behind closed doors. dom | icp just posted about dfinity 2.0 - they're restructuring for mass market adoption. the tech is ready. the infrastructure is there. partnerships are forming. they haven't even started marketing yet. whatever's pushing this price action, it's not just or AI hype. something bigger is happening that we can't see yet. i genuinely think ICP is about to become one of the biggest chains in crypto. $100 is coded. the signs are all there. trillions. ~ spec

something's not adding up with $ICP and i can't shake this feeling. look at what's happening. volume went from 60m to 1.43b while everything else was dumping. someone's accumulating hard - we're talking tens of thousands of ICP per buy. and it keeps pumping overnight when the US is asleep. that's not retail money. here's where it gets interesting. DFINITY Foundation is a World Economic Forum member. you can't just buy a ticket to davos - you have to be invited. they're sitting at the table with the biggest money on the planet. people are connecting dots to major asset managers. Coinbase 🛡️ announcing they're moving on-chain - how else would they pull that off? CEX partnerships brewing under NDA. strategic ties with binance, bitcoin, ethereum, solana ecosystems. something called utopia being piloted with major institutions behind closed doors. dom | icp just posted about dfinity 2.0 - they're restructuring for mass market adoption. the tech is ready. the infrastructure is there. partnerships are forming. they haven't even started marketing yet. whatever's pushing this price action, it's not just or AI hype. something bigger is happening that we can't see yet. i genuinely think ICP is about to become one of the biggest chains in crypto. $100 is coded. the signs are all there. trillions. ~ spec

𝙯𝙨𝙥𝙚𝙘

46,923 次观看 • 10 个月前

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.

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

12,159 次观看 • 4 个月前

I had to see it for myself to believe it and here it is. 🚨 $ZBCN is LIVE & AVAILABLE to PURCHASE inside Coinbase🚨 Not a rumor. Not second-hand. It’s functional in-app. So why no “Coinbase listing” announcement? Because availability ≠ listing. What’s live is access, not a spot-exchange listing. Coinbase is acting as an interface, routing purchases through external liquidity (DEX / wallet infrastructure) rather than hosting $ZBCN on its own order books. That distinction matters. This approach lets Coinbase: •allow user access without assuming inventory or market-making risk •observe real demand, liquidity behavior, and slippage in live conditions •avoid premature promotion or speculative volatility In other words, this is infrastructure first, marketing last. What this actually signals: $ZBCN has cleared enough internal checks to be supported, indexed, and transactable inside one of the most compliance-sensitive platforms in crypto, without being formally listed. No conclusions to jump to. No guarantees implied. But it’s a real milestone and a meaningful one. $ZBCN Zebec Network Coinbase 🛡️ Base Simon Sam Thapaliya Brian Armstrong

I had to see it for myself to believe it and here it is. 🚨 $ZBCN is LIVE & AVAILABLE to PURCHASE inside Coinbase🚨 Not a rumor. Not second-hand. It’s functional in-app. So why no “Coinbase listing” announcement? Because availability ≠ listing. What’s live is access, not a spot-exchange listing. Coinbase is acting as an interface, routing purchases through external liquidity (DEX / wallet infrastructure) rather than hosting $ZBCN on its own order books. That distinction matters. This approach lets Coinbase: •allow user access without assuming inventory or market-making risk •observe real demand, liquidity behavior, and slippage in live conditions •avoid premature promotion or speculative volatility In other words, this is infrastructure first, marketing last. What this actually signals: $ZBCN has cleared enough internal checks to be supported, indexed, and transactable inside one of the most compliance-sensitive platforms in crypto, without being formally listed. No conclusions to jump to. No guarantees implied. But it’s a real milestone and a meaningful one. $ZBCN Zebec Network Coinbase 🛡️ Base Simon Sam Thapaliya Brian Armstrong

👑Crypto Queen👑

42,495 次观看 • 8 个月前

Don’t be too jealous, but the hand holding this fork is mine This is the story of the Neapolitan dessert that has driven the world and the web crazy: The Poppella’s “Snowflake” or “The Cloud” 🇮🇹☁️ The story starts in the Rione Sanità, one of the oldest and most authentic neighborhoods of Naples In 1920, Raffaele Scognamillo and his wife, Giuseppina Evangelista, opened a small bakery here Their nicknames were Papele and Puppnella, Poppella was born from the two After World War II, the business passed to their son Salvatore In 2005 came the third generation: their grandson, Ciro Scognamillo Ciro turned the neighborhood bakery into a pastry shop, keeping the family rule: good, simple, affordable sweets Then, in 2015, the idea that changed everything Ciro wanted something new After many attempts, he made a small, very light round brioche, covered in powdered sugar and filled with a white cream of sheep’s ricotta and fresh milk He called it Fiocco di Neve, Snowflake The name says it all: so soft it feels like biting into a cloud ☁️ At first he made very few Then word spread through Naples People came to the Sanità just for them Lines formed outside Poppella, and the dessert left the neighborhood Then came social networks Photos, videos, reviews, and tourists turned the Fiocco di Neve into a food obsession A local sweet became something visitors want in Naples This is not an ancient dessert Sfogliatella, babà, and pastiera belong to centuries of Neapolitan pastry The Cloud was born recently In little more than a decade, it has taken a place beside those classics! That is why many now call it the fourth great Neapolitan dessert I tried it… Pure heaven

Don’t be too jealous, but the hand holding this fork is mine This is the story of the Neapolitan dessert that has driven the world and the web crazy: The Poppella’s “Snowflake” or “The Cloud” 🇮🇹☁️ The story starts in the Rione Sanità, one of the oldest and most authentic neighborhoods of Naples In 1920, Raffaele Scognamillo and his wife, Giuseppina Evangelista, opened a small bakery here Their nicknames were Papele and Puppnella, Poppella was born from the two After World War II, the business passed to their son Salvatore In 2005 came the third generation: their grandson, Ciro Scognamillo Ciro turned the neighborhood bakery into a pastry shop, keeping the family rule: good, simple, affordable sweets Then, in 2015, the idea that changed everything Ciro wanted something new After many attempts, he made a small, very light round brioche, covered in powdered sugar and filled with a white cream of sheep’s ricotta and fresh milk He called it Fiocco di Neve, Snowflake The name says it all: so soft it feels like biting into a cloud ☁️ At first he made very few Then word spread through Naples People came to the Sanità just for them Lines formed outside Poppella, and the dessert left the neighborhood Then came social networks Photos, videos, reviews, and tourists turned the Fiocco di Neve into a food obsession A local sweet became something visitors want in Naples This is not an ancient dessert Sfogliatella, babà, and pastiera belong to centuries of Neapolitan pastry The Cloud was born recently In little more than a decade, it has taken a place beside those classics! That is why many now call it the fourth great Neapolitan dessert I tried it… Pure heaven

Mambo Italiano

75,724 次观看 • 6 天前

Coinbase CEO Explains “Reverse Prompting” and the Rise of the AI CEO Brian Armstrong: “One of the big pushes we made in the last year was we got our own internal hosted AI model that was connected to all of our data sources, right?” “So it's like every Slack message, every Google doc, Salesforce data, Confluence, you know.” “So now the data is all aggregated and I've started to ask it really… it's not just like prompting it, ‘Hey, can you write this kind of memo for me,’ or something.” “I'm asking these AI agents now, ‘As CEO, what should I be aware of in the company that I might not be aware of?’ And it'll tell me, ‘Did you know that there's actually disagreement on this team about the strategy?’ And I was like, actually, I didn't know that.” “This is like reverse prompting. So instead of telling the AI agent what you want it to do, you ask it what you should be thinking more about.” @jason: “It's a mentor. It's a coach.” Brian: “Yeah. Like, what could make me a better CEO? And it's like, ‘Well, I looked at how you spent your time in the last quarter and here's how you said that you wanted to spend it, but you actually spent 32% of your time on this instead of 20%.’” “I've asked it other questions like, ‘What's the thing that I changed my mind on the most over the last year?’ Things like that.” “It'll prompt you with information you should be thinking about instead of the other way around.” Thanks to our partner for making this happen!: Our episode is sponsored by the New York Stock Exchange - a modern marketplace and exchange for building the future. It all happens at the NYSE 🏛.

Coinbase CEO Explains “Reverse Prompting” and the Rise of the AI CEO Brian Armstrong: “One of the big pushes we made in the last year was we got our own internal hosted AI model that was connected to all of our data sources, right?” “So it's like every Slack message, every Google doc, Salesforce data, Confluence, you know.” “So now the data is all aggregated and I've started to ask it really… it's not just like prompting it, ‘Hey, can you write this kind of memo for me,’ or something.” “I'm asking these AI agents now, ‘As CEO, what should I be aware of in the company that I might not be aware of?’ And it'll tell me, ‘Did you know that there's actually disagreement on this team about the strategy?’ And I was like, actually, I didn't know that.” “This is like reverse prompting. So instead of telling the AI agent what you want it to do, you ask it what you should be thinking more about.” @jason: “It's a mentor. It's a coach.” Brian: “Yeah. Like, what could make me a better CEO? And it's like, ‘Well, I looked at how you spent your time in the last quarter and here's how you said that you wanted to spend it, but you actually spent 32% of your time on this instead of 20%.’” “I've asked it other questions like, ‘What's the thing that I changed my mind on the most over the last year?’ Things like that.” “It'll prompt you with information you should be thinking about instead of the other way around.” Thanks to our partner for making this happen!: Our episode is sponsored by the New York Stock Exchange - a modern marketplace and exchange for building the future. It all happens at the NYSE 🏛.

The All-In Podcast

80,524 次观看 • 7 个月前

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!!

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

314,024 次观看 • 4 个月前

Plot twist has nothing to do with gangsigns‼️💯 It flew over everyone’s head when Drake said this in “Plot Twist”‼️💯 “Yeah, he’s twistin’ his fingers and lookin’ at me Twistin’ some shit up that I never seen Twistin’ it up, I don’t know what that means, twist I’m twistin’ it back ’cause he twistin’ at me” He was aimed straight at Kendrick’s song that most people forgot about. But I got you‼️ Remember Kendrick’s “How Much a Dollar Cost”⁉️ In that song he rapped: “He’s starin’ at me in disbelief My temper is buildin’, he’s starin’ at me, I grab my key He’s starin’ at me, I started the car, then I tried to leave And somethin’ told me to keep it in park until I could see The reason why he was mad at a stranger…” Kendrick kept describing this homeless man staring at him the whole time‼️. The stare felt so heavy it became contagious‼️ Kendrick ended up staring right back, feeling disrespected‼️. He even said if he could throw something at him, it’d be aimed at his neck‼️ Do you see the correlation⁉️ Both songs are built around someone intensely looking/staring at them‼️. But what flew over most heads is the deeper layer Drake was really throwing‼️💯. In the final verse of Kendrick’s “How Much a Dollar Cost,” the same man who was staring looks at Kendrick and says: “He looked at me and said, ‘Your potential is bittersweet’ I looked at him and said, ‘Every nickel is mines to keep’ He looked at me and said, ‘Know the truth, it’ll set you free You’re lookin’ at the Messiah, the son of Jehovah, the higher power…’” Kendrick was revealing that the man he’d been staring at the whole song was actually claiming to be God in disguise‼️. That’s the part Drake flipped‼️💯. When Drake says he’s “twistin’ it back” because the other person is “twistin’ at me,” he’s not just talking about hand movements‼️💯. He’s twisting Kendrick’s own line right back at him‼️💯. Kendrick’s character said: “Know the truth, it’ll set you free.” Drake answered with: “Tell the truth, it’ll set you free.”‼️ Plot twist‼️. Drake took the exact biblical line Kendrick used when he was playing God in his song‼️💯… and threw it back at him like a mirror‼️. He’s saying: Stop twisting the narrative‼️. Drop the real truth ‼️it’ll set you free‼️. Or it’ll expose you‼️. Your choice‼️. That’s what really went over everyone’s head‼️💯.

Plot twist has nothing to do with gangsigns‼️💯 It flew over everyone’s head when Drake said this in “Plot Twist”‼️💯 “Yeah, he’s twistin’ his fingers and lookin’ at me Twistin’ some shit up that I never seen Twistin’ it up, I don’t know what that means, twist I’m twistin’ it back ’cause he twistin’ at me” He was aimed straight at Kendrick’s song that most people forgot about. But I got you‼️ Remember Kendrick’s “How Much a Dollar Cost”⁉️ In that song he rapped: “He’s starin’ at me in disbelief My temper is buildin’, he’s starin’ at me, I grab my key He’s starin’ at me, I started the car, then I tried to leave And somethin’ told me to keep it in park until I could see The reason why he was mad at a stranger…” Kendrick kept describing this homeless man staring at him the whole time‼️. The stare felt so heavy it became contagious‼️ Kendrick ended up staring right back, feeling disrespected‼️. He even said if he could throw something at him, it’d be aimed at his neck‼️ Do you see the correlation⁉️ Both songs are built around someone intensely looking/staring at them‼️. But what flew over most heads is the deeper layer Drake was really throwing‼️💯. In the final verse of Kendrick’s “How Much a Dollar Cost,” the same man who was staring looks at Kendrick and says: “He looked at me and said, ‘Your potential is bittersweet’ I looked at him and said, ‘Every nickel is mines to keep’ He looked at me and said, ‘Know the truth, it’ll set you free You’re lookin’ at the Messiah, the son of Jehovah, the higher power…’” Kendrick was revealing that the man he’d been staring at the whole song was actually claiming to be God in disguise‼️. That’s the part Drake flipped‼️💯. When Drake says he’s “twistin’ it back” because the other person is “twistin’ at me,” he’s not just talking about hand movements‼️💯. He’s twisting Kendrick’s own line right back at him‼️💯. Kendrick’s character said: “Know the truth, it’ll set you free.” Drake answered with: “Tell the truth, it’ll set you free.”‼️ Plot twist‼️. Drake took the exact biblical line Kendrick used when he was playing God in his song‼️💯… and threw it back at him like a mirror‼️. He’s saying: Stop twisting the narrative‼️. Drop the real truth ‼️it’ll set you free‼️. Or it’ll expose you‼️. Your choice‼️. That’s what really went over everyone’s head‼️💯.

(st_ides)

37,080 次观看 • 1 个月前

"The crypto world has one very powerful idea going for it, and that's the idea of forks..." - George Hotz 🌑 I consider the ability to fork as the most underrated aspect of crypto. People forget it's the power to fork that allows cryptocurrencies to avoid centralized control, and ensure resilience against censorship, and disagreements within the community. This is what happened to the Bitcoin Cash network in late 2020. The lead developers forked the network when they dissented with the majority and decided to chart their own path by creating eCash - old handle placeholder. Anyone who held BCH through the eCash fork would now also hold an equivalent amount of XEC. Just as George describes in the clip below, holders are faced with a choice. They can split their coins, choose to sell one fork to buy more of the other, or do nothing and hold onto both. But if you held your BCH on Coinbase 🛡️, Gemini or Kraken, those exchanges have so far acted as if this fork never happened. In other words, their customers have been prevented from making a choice. While I can understand wanting to see if a fork is even viable before listing it on your exchange, the fact is over the past four years, eCash - old handle placeholder has proven itself to be one of the most technically proficient development teams in all of crypto. XEC is listed on many top tier exchanges such as Binance and Upbit Global and the team is available to offer any assistance if needed. I am urging Brian Armstrong and Jesse Powell, as well as Emilie Choi 🛡️ and Rishi to take a look at the eCash project. I am asking as respectfully as I can, please do the right thing and give your customers their eCash and let them choose for themselves. Plus, wouldn't it be great for your customers to suddenly be rewarded with free eCash they likely didn't even know they had? I'm guessing it would.

"The crypto world has one very powerful idea going for it, and that's the idea of forks..." - George Hotz 🌑 I consider the ability to fork as the most underrated aspect of crypto. People forget it's the power to fork that allows cryptocurrencies to avoid centralized control, and ensure resilience against censorship, and disagreements within the community. This is what happened to the Bitcoin Cash network in late 2020. The lead developers forked the network when they dissented with the majority and decided to chart their own path by creating eCash - old handle placeholder. Anyone who held BCH through the eCash fork would now also hold an equivalent amount of XEC. Just as George describes in the clip below, holders are faced with a choice. They can split their coins, choose to sell one fork to buy more of the other, or do nothing and hold onto both. But if you held your BCH on Coinbase 🛡️, Gemini or Kraken, those exchanges have so far acted as if this fork never happened. In other words, their customers have been prevented from making a choice. While I can understand wanting to see if a fork is even viable before listing it on your exchange, the fact is over the past four years, eCash - old handle placeholder has proven itself to be one of the most technically proficient development teams in all of crypto. XEC is listed on many top tier exchanges such as Binance and Upbit Global and the team is available to offer any assistance if needed. I am urging Brian Armstrong and Jesse Powell, as well as Emilie Choi 🛡️ and Rishi to take a look at the eCash project. I am asking as respectfully as I can, please do the right thing and give your customers their eCash and let them choose for themselves. Plus, wouldn't it be great for your customers to suddenly be rewarded with free eCash they likely didn't even know they had? I'm guessing it would.

Cain's Chronicles

11,401 次观看 • 1 年前

If Erika Kirk's ACTUAL FRIEND'S (Matt Walsh, Graham Allen, & Tracy Martin) are trying to form a hasbara FRONT against Candace Owens by unifying with the Dan Bonginos of the world... Then it is time for the independent investigative community to take a similar and stronger STAND! Candace CANNOT do it alone. I cannot do it alone. But those of us who are serious cannot continue to SHARE space with people we know are GRIFTING and are NOT concerned with the truth. The opposing side is becoming unified and they are about to turn up the heat. 🔑 We must act NOW!! IT IS TIME FOR US TO BUILD A UNIFIED "FOUNDATION OF FACTS"!! "If no one knows what to believe, then non-belief itself becomes our easiest defeat." ~Me 🤷🏾‍♂️ It is true. Seriously folks... Without the critical step of finding a SOLID place to build from, we cannot get justice for Charlie Kirk. 🔑 READ THAT AGAIN. Without solidifying our foundation of facts we can't ensure that a young man isn't sent to prison for the rest of his life. 🔑 READ THAT AGAIN. Without unifying our energy and efforts in a harmonized direction, we will NOT make progress to the point of actual completion. 🔑 READ THAT AGAIN. Our opponent, the "deep state" that is beginning to take over, is organized and intentional. If we want to maintain the same constitutional freedoms that we have all come to love, we must be organized and intentional as well. That starts with building a foundation of facts. We cannot allow the grifting in Charlie's name to continue from week to week and theory to theory. It's getting ridiculous after 6 months. I will be building a questionnaire this week so that we can all be on the same page regarding the facts that we could all see with our own eyes. Everything that is on the questionnaire will be verifiable by EVERYONE in the public. 🔑 What does that mean for all of us? It means we'll have a starting point of understanding on which creator's theories are answering all of the evidence that we can all collectively see, or which creators are purely just making content for the sake of making content. Charlie's family deserves closure. Charlie had real parents... Robert and Kimberly. It's time to do the right thing! Let's start to develop a foundation of facts together... That is the only way forward. I spoke about the questionnaire on another post on X. Expect that questionaire sometime this week. 🫡🪖🇺🇸

If Erika Kirk's ACTUAL FRIEND'S (Matt Walsh, Graham Allen, & Tracy Martin) are trying to form a hasbara FRONT against Candace Owens by unifying with the Dan Bonginos of the world... Then it is time for the independent investigative community to take a similar and stronger STAND! Candace CANNOT do it alone. I cannot do it alone. But those of us who are serious cannot continue to SHARE space with people we know are GRIFTING and are NOT concerned with the truth. The opposing side is becoming unified and they are about to turn up the heat. 🔑 We must act NOW!! IT IS TIME FOR US TO BUILD A UNIFIED "FOUNDATION OF FACTS"!! "If no one knows what to believe, then non-belief itself becomes our easiest defeat." ~Me 🤷🏾‍♂️ It is true. Seriously folks... Without the critical step of finding a SOLID place to build from, we cannot get justice for Charlie Kirk. 🔑 READ THAT AGAIN. Without solidifying our foundation of facts we can't ensure that a young man isn't sent to prison for the rest of his life. 🔑 READ THAT AGAIN. Without unifying our energy and efforts in a harmonized direction, we will NOT make progress to the point of actual completion. 🔑 READ THAT AGAIN. Our opponent, the "deep state" that is beginning to take over, is organized and intentional. If we want to maintain the same constitutional freedoms that we have all come to love, we must be organized and intentional as well. That starts with building a foundation of facts. We cannot allow the grifting in Charlie's name to continue from week to week and theory to theory. It's getting ridiculous after 6 months. I will be building a questionnaire this week so that we can all be on the same page regarding the facts that we could all see with our own eyes. Everything that is on the questionnaire will be verifiable by EVERYONE in the public. 🔑 What does that mean for all of us? It means we'll have a starting point of understanding on which creator's theories are answering all of the evidence that we can all collectively see, or which creators are purely just making content for the sake of making content. Charlie's family deserves closure. Charlie had real parents... Robert and Kimberly. It's time to do the right thing! Let's start to develop a foundation of facts together... That is the only way forward. I spoke about the questionnaire on another post on X. Expect that questionaire sometime this week. 🫡🪖🇺🇸

WeAreNotGoingToMars

30,076 次观看 • 6 个月前

Watching Fran talk about her home in Altadena broke me. The enormity of the loss in the LA area is hard to comprehend and is ongoing as the fires continue to expand and new ones pop up. For people who either don’t live in LA or have never lived in LA, there’s this idea that everyone impacted by the fires is wealthy and doesn’t need support. Nothing could be further from the truth. While there are some very wealthy people who have lost their homes—people who have the resources to rebuild—there are so many people who have been impacted by the fires who desperately need support. People in communities like Altadena, where fires have ravaged so many homes, are, for the most part, not wealthy. Many of them have lived in their homes for decades and bought them when Altadena was a much more affordable community. There are also many renters who have been impacted by the fires. And this doesn’t even address all of the hourly workers who have lost customers and clients now that so many houses have burned down. I have linked to two GoFundMe pages below. The first is the GoFundMe Foundation’s fundraiser, which will provide grants to people in need. Since the money is going to the foundation, your donations are tax-deductible. The second link is for a page that lists GoFundMe pages that GoFundMe has verified and authenticated. You can feel comfortable that your donations to any of these pages (the listing of verified pages is over 13 pages long) will go to people in need. There will be so much more to do. GoFundMe Foundation grants for people in need (donations are tax-deductible): Verified individual GoFundMe pages: (Video by Brian Entin)

Watching Fran talk about her home in Altadena broke me. The enormity of the loss in the LA area is hard to comprehend and is ongoing as the fires continue to expand and new ones pop up. For people who either don’t live in LA or have never lived in LA, there’s this idea that everyone impacted by the fires is wealthy and doesn’t need support. Nothing could be further from the truth. While there are some very wealthy people who have lost their homes—people who have the resources to rebuild—there are so many people who have been impacted by the fires who desperately need support. People in communities like Altadena, where fires have ravaged so many homes, are, for the most part, not wealthy. Many of them have lived in their homes for decades and bought them when Altadena was a much more affordable community. There are also many renters who have been impacted by the fires. And this doesn’t even address all of the hourly workers who have lost customers and clients now that so many houses have burned down. I have linked to two GoFundMe pages below. The first is the GoFundMe Foundation’s fundraiser, which will provide grants to people in need. Since the money is going to the foundation, your donations are tax-deductible. The second link is for a page that lists GoFundMe pages that GoFundMe has verified and authenticated. You can feel comfortable that your donations to any of these pages (the listing of verified pages is over 13 pages long) will go to people in need. There will be so much more to do. GoFundMe Foundation grants for people in need (donations are tax-deductible): Verified individual GoFundMe pages: (Video by Brian Entin)

Yashar Ali 🐘

476,572 次观看 • 1 年前

Brian Armstrong tells the founding story of Coinbase: “Nothing was working” After quitting his job in 2012 and joining Y Combinator to build Coinbase, Brian faced setback after setback: “I was struggling to find anybody who would join my team and work with me... I almost cofounded it with one person and that all exploded in dramatic fashion… I finally found the right cofounder, Fred Erhsam, we got off to the races, and someone sued us three months later.” But as Brian explains, this is the norm for startups: “Startups are moving from one setback to the next with enthusiasm… nothing is working, and that’s kind of the default state… If it feels like that, just don’t give up. That’s the main thing. A lot of times I’ve seen people: they have an idea, they have a team that comes together, it doesn’t work, and four months they have a big cofounder fight, blow up, and they all go home… And it’s like, well, you didn’t really try it because there’s no idea that works on the first try.” He continues: “You have to put something out there, and then grind it out for two or three years. Talk to your customers, improve the product, talk to your customers, improve the product… If you look at almost every successful startup, it feels like it was an overnight success, but really that’s just how history gets written in hindsight. If you talk to most of those founders in the early days, there was a period where any reasonable person would have quit. Nothing was working… And all of them somehow persevered and pushed through and finally found something that started to work.” This was especially true for Coinbase. There was no way to buy and sell crypto in the first version. A couple hundred people signed up after Brian posted it on Reddit, and they all left. After emailing five of the people who signed up and churned, he realized some people liked the app but couldn’t use it because they didn’t have Bitcoin: “I remember this light bubble that went off in my head, and I was like, well if there was a simple way to buy [Bitcoin] in the app, would you have done it? He’s like, yeah, probably. And so I hung up and the next few months I had to start thinking about how do we build a simple buy button? And there were a million things that had to go into that: bank partners, legal, licensing, and all this kind of stuff. But that’s when we finally got product/market fit. And that was just one example of hundreds of times where I did that. And I was trying to find something that works… So talk to your customers, improve the product. That’s all we did. And that was one of the things I would recommend.” Video source: a16z crypto (2023)

Brian Armstrong tells the founding story of Coinbase: “Nothing was working” After quitting his job in 2012 and joining Y Combinator to build Coinbase, Brian faced setback after setback: “I was struggling to find anybody who would join my team and work with me... I almost cofounded it with one person and that all exploded in dramatic fashion… I finally found the right cofounder, Fred Erhsam, we got off to the races, and someone sued us three months later.” But as Brian explains, this is the norm for startups: “Startups are moving from one setback to the next with enthusiasm… nothing is working, and that’s kind of the default state… If it feels like that, just don’t give up. That’s the main thing. A lot of times I’ve seen people: they have an idea, they have a team that comes together, it doesn’t work, and four months they have a big cofounder fight, blow up, and they all go home… And it’s like, well, you didn’t really try it because there’s no idea that works on the first try.” He continues: “You have to put something out there, and then grind it out for two or three years. Talk to your customers, improve the product, talk to your customers, improve the product… If you look at almost every successful startup, it feels like it was an overnight success, but really that’s just how history gets written in hindsight. If you talk to most of those founders in the early days, there was a period where any reasonable person would have quit. Nothing was working… And all of them somehow persevered and pushed through and finally found something that started to work.” This was especially true for Coinbase. There was no way to buy and sell crypto in the first version. A couple hundred people signed up after Brian posted it on Reddit, and they all left. After emailing five of the people who signed up and churned, he realized some people liked the app but couldn’t use it because they didn’t have Bitcoin: “I remember this light bubble that went off in my head, and I was like, well if there was a simple way to buy [Bitcoin] in the app, would you have done it? He’s like, yeah, probably. And so I hung up and the next few months I had to start thinking about how do we build a simple buy button? And there were a million things that had to go into that: bank partners, legal, licensing, and all this kind of stuff. But that’s when we finally got product/market fit. And that was just one example of hundreds of times where I did that. And I was trying to find something that works… So talk to your customers, improve the product. That’s all we did. And that was one of the things I would recommend.” Video source: a16z crypto (2023)

Startup Archive

141,137 次观看 • 10 个月前

Brian Armstrong on what he learned about management from Balaji Srinivasan “Balaji is a brilliant guy. He’s probably one of the top couple smartest people I’ve ever met in my life,” Brian begins. “He was briefly the Chief Technology Officer of Coinbase. He came in through an acquisition and did some amazing work. And he taught me how to manage a totally different type of person.” Brian continues: “Balaji is kind of unmanageable. He’s what some people might call a ‘free radical’ within an organization. He kind of bounces around, absorbing vast amounts of information — even things that aren’t his responsibility — and occasionally he would come back to me with these incredible insights.” Brian gives one funny example: “At one point he came back to me and said, ‘These are all the salespeople that are making more revenue than their salary, and these are all the people that are not.’ And the first thought I had was, ‘You’re not supposed to have access to anybody’s salary. How did you get that?’” Balaji replied, “Don’t worry about it. I found it in some database that I wasn’t supposed to have access to.” The next question Brian asked was, “How did you connect that all up?” The previous week Brian asked the data team to connect Salesforce to Coinbase’s salary data so they could start running some reports to have more accountability. But it was supposed to be a three-week project. Balaji responded, “Oh well I couldn’t sleep this weekend, and I just knew something felt off. So I had to code it up and put it all together.” When the data team completed their analysis three weeks later, they confirmed that Balaji was 100% right. “He was continually doing things like that,” Brian explains. “And he’s incredibly high in disagreeableness, which I learned from him as well. He would go into a team and ask, ‘Why isn’t this functioning well?’ And he would suffer no fools. He would not be afraid to go in there and turn half the people on a team — whether he had the permission to fire them or not… He was a very contrarian figure. I’d say about once a week someone would come into my office and say, ‘I can’t work with Balaji. He’s causing so much collateral damage.’ And I’d say, ‘Yes, but he’s also generating an enormous amount of value and I need you to learn how to work with him.’” Brian knew Balaji wasn’t going to last forever at Coinbase because it was incredibly disruptive, but ultimately he taught Brian how to be a “turnaround CEO” when needed: “In the past I was opting a little more toward trying to be liked instead of being clear about what we’re doing, where we’re going, and what the bar is. He helped me become a better CEO and have a little more disagreeableness.” Video source: Stripe (2025)

Brian Armstrong on what he learned about management from Balaji Srinivasan “Balaji is a brilliant guy. He’s probably one of the top couple smartest people I’ve ever met in my life,” Brian begins. “He was briefly the Chief Technology Officer of Coinbase. He came in through an acquisition and did some amazing work. And he taught me how to manage a totally different type of person.” Brian continues: “Balaji is kind of unmanageable. He’s what some people might call a ‘free radical’ within an organization. He kind of bounces around, absorbing vast amounts of information — even things that aren’t his responsibility — and occasionally he would come back to me with these incredible insights.” Brian gives one funny example: “At one point he came back to me and said, ‘These are all the salespeople that are making more revenue than their salary, and these are all the people that are not.’ And the first thought I had was, ‘You’re not supposed to have access to anybody’s salary. How did you get that?’” Balaji replied, “Don’t worry about it. I found it in some database that I wasn’t supposed to have access to.” The next question Brian asked was, “How did you connect that all up?” The previous week Brian asked the data team to connect Salesforce to Coinbase’s salary data so they could start running some reports to have more accountability. But it was supposed to be a three-week project. Balaji responded, “Oh well I couldn’t sleep this weekend, and I just knew something felt off. So I had to code it up and put it all together.” When the data team completed their analysis three weeks later, they confirmed that Balaji was 100% right. “He was continually doing things like that,” Brian explains. “And he’s incredibly high in disagreeableness, which I learned from him as well. He would go into a team and ask, ‘Why isn’t this functioning well?’ And he would suffer no fools. He would not be afraid to go in there and turn half the people on a team — whether he had the permission to fire them or not… He was a very contrarian figure. I’d say about once a week someone would come into my office and say, ‘I can’t work with Balaji. He’s causing so much collateral damage.’ And I’d say, ‘Yes, but he’s also generating an enormous amount of value and I need you to learn how to work with him.’” Brian knew Balaji wasn’t going to last forever at Coinbase because it was incredibly disruptive, but ultimately he taught Brian how to be a “turnaround CEO” when needed: “In the past I was opting a little more toward trying to be liked instead of being clear about what we’re doing, where we’re going, and what the bar is. He helped me become a better CEO and have a little more disagreeableness.” Video source: Stripe (2025)

Startup Archive

474,358 次观看 • 1 年前

All this talk about AGI destroying moats and everything made me want to ship again One of the conclusions from all of you was, if you can use AI to ship faster and better, you should just ship way more complex things, like things you could not imagine making before For me personally I'd never imagine making Adobe Premiere, Final Cut Pro or Capcut but on the web, it'd simply be too difficult for me, where do I even start? So today I just tried and vibecoded them into Photo AI! A fully functional video editor but the cool twist is this one can actually generate videos with you or your trained models in it directly in your video editor I'm personally less interested in the AI influencers etc, but more fun to make actual kinda cinematic short films with yourself and other people in it, so I made this Likeness in video models is now good enough so that gives lots of cool opportunities, but most AI platforms just let you generate 10 second clips but then you're stuck with that and have to put it together yourself in Final Cut Pro So now you can just [ Send to video editor ] inside Photo AI and you end up here And the next thing I'll add is the AI Agent sidebar I have in Photo AI's main app too, which lets an agent take control of the interface. In this case you'll be able to say "make a short film of me in Bangkok", it'll ask you some questions, then write a script of prompts, which are then generated as videos with you or other people as the actors in it and automatically edited into a short film on your time Then you can right click on any video you don't like (some videos just suck or have bad resemblance to you, shit happens), and click [ Regenerate], adjust the prompt a bit and the new video will show up in the same place on your video timeline In this case I did try to make a short film of me arriving in Bangkok as a digital nomad the first time and being dazed, lost and disillusioned as I am on the other side of the world 🤯 Featuring Lorn's song "The Slow Blade"

All this talk about AGI destroying moats and everything made me want to ship again One of the conclusions from all of you was, if you can use AI to ship faster and better, you should just ship way more complex things, like things you could not imagine making before For me personally I'd never imagine making Adobe Premiere, Final Cut Pro or Capcut but on the web, it'd simply be too difficult for me, where do I even start? So today I just tried and vibecoded them into Photo AI! A fully functional video editor but the cool twist is this one can actually generate videos with you or your trained models in it directly in your video editor I'm personally less interested in the AI influencers etc, but more fun to make actual kinda cinematic short films with yourself and other people in it, so I made this Likeness in video models is now good enough so that gives lots of cool opportunities, but most AI platforms just let you generate 10 second clips but then you're stuck with that and have to put it together yourself in Final Cut Pro So now you can just [ Send to video editor ] inside Photo AI and you end up here And the next thing I'll add is the AI Agent sidebar I have in Photo AI's main app too, which lets an agent take control of the interface. In this case you'll be able to say "make a short film of me in Bangkok", it'll ask you some questions, then write a script of prompts, which are then generated as videos with you or other people as the actors in it and automatically edited into a short film on your time Then you can right click on any video you don't like (some videos just suck or have bad resemblance to you, shit happens), and click [ Regenerate], adjust the prompt a bit and the new video will show up in the same place on your video timeline In this case I did try to make a short film of me arriving in Bangkok as a digital nomad the first time and being dazed, lost and disillusioned as I am on the other side of the world 🤯 Featuring Lorn's song "The Slow Blade"

@levelsio

564,368 次观看 • 1 个月前

The Alzheimer's Shield is REAL. And it's being ignored. New research reveals a staggering 73% of Alzheimer's cases could be PREVENTED. The key? A powerful nutritional synergy that mainstream medicine is overlooking. Here's the game-changing discovery👇 1. The Brain Shrinkage Crisis Your brain is literally SHRINKING. Why? Omega-3 levels have crashed. These fats are so vital, the more Omega-3 you have, the more physical brain matter you have. It's the foundation of cognition. 2. The "SMASH" Protocol You can't reverse the trend without the right fuel. The solution? SMASH it: - Salmon - Mackerel - Anchovies - Sardines - Herring These oily fish are your brain's best defense. 3. The Critical Co-Factor You're Missing But here's the plot twist Omega-3s are NOT a solo act. Oxford University researchers made a landmark discovery: Omega-3s and B vitamins are an inseparable duo. One DOES NOT work without the other. B12, critical for brain health and found in meat/fish/eggs, is poorly absorbed as we age. Vegans are at extreme risk with ZERO natural B12. 4. The 73% Reduction Protocol The Oxford study gave B vitamins to people with pre-dementia. The results were explosive, but ONLY in those with sufficient Omega-3. In this group, brain shrinkage was slashed by 73% in just one year. Let that sink in. Alzheimer's is brain shrinkage. They found a way to stop it. The Bottom Line: You must address BOTH. - No Omega-3? Your B vitamins can't do their job. - No B Vitamins? Your Omega-3 is ineffective. This is the powerful, synergistic shield your brain needs. It's not just about one pill or one food. It's about the alliance. Share this vital information. It could save a mind.

The Alzheimer's Shield is REAL. And it's being ignored. New research reveals a staggering 73% of Alzheimer's cases could be PREVENTED. The key? A powerful nutritional synergy that mainstream medicine is overlooking. Here's the game-changing discovery👇 1. The Brain Shrinkage Crisis Your brain is literally SHRINKING. Why? Omega-3 levels have crashed. These fats are so vital, the more Omega-3 you have, the more physical brain matter you have. It's the foundation of cognition. 2. The "SMASH" Protocol You can't reverse the trend without the right fuel. The solution? SMASH it: - Salmon - Mackerel - Anchovies - Sardines - Herring These oily fish are your brain's best defense. 3. The Critical Co-Factor You're Missing But here's the plot twist Omega-3s are NOT a solo act. Oxford University researchers made a landmark discovery: Omega-3s and B vitamins are an inseparable duo. One DOES NOT work without the other. B12, critical for brain health and found in meat/fish/eggs, is poorly absorbed as we age. Vegans are at extreme risk with ZERO natural B12. 4. The 73% Reduction Protocol The Oxford study gave B vitamins to people with pre-dementia. The results were explosive, but ONLY in those with sufficient Omega-3. In this group, brain shrinkage was slashed by 73% in just one year. Let that sink in. Alzheimer's is brain shrinkage. They found a way to stop it. The Bottom Line: You must address BOTH. - No Omega-3? Your B vitamins can't do their job. - No B Vitamins? Your Omega-3 is ineffective. This is the powerful, synergistic shield your brain needs. It's not just about one pill or one food. It's about the alliance. Share this vital information. It could save a mind.

Camus

176,556 次观看 • 10 个月前

We are living in what I call the 3rd Arc of American history, a period as consequential as the American Revolution and the U.S. Civil War. Today, the threats we face are not only abroad but also here at home: infiltration, radical ideologies, and forces that seek to dismantle the very foundation of our Constitutional Republic. I’ve spent years at war overseas, but I have come to realize the most significant battle is right here, fought not with weapons, but with courage, conviction, and truth. This is not just the Donald J. Trump ‘s fight, nor the fight of those who have worn the uniform. Each of us has a responsibility. Don’t simply ask what others are doing, ask yourself: What am I doing to serve my country now? This is an existential moment for America. New York City, our Nation’s bellwether, is a warning sign. Our borders, our sovereignty, and our freedoms are all under attack. But we are not powerless. We must come together, take decisive action, and safeguard the future of our beloved nation. The future of America will not be decided by the deep state, the globalists, or foreign powers; it will be decided by We the People.

We are living in what I call the 3rd Arc of American history, a period as consequential as the American Revolution and the U.S. Civil War. Today, the threats we face are not only abroad but also here at home: infiltration, radical ideologies, and forces that seek to dismantle the very foundation of our Constitutional Republic. I’ve spent years at war overseas, but I have come to realize the most significant battle is right here, fought not with weapons, but with courage, conviction, and truth. This is not just the Donald J. Trump ‘s fight, nor the fight of those who have worn the uniform. Each of us has a responsibility. Don’t simply ask what others are doing, ask yourself: What am I doing to serve my country now? This is an existential moment for America. New York City, our Nation’s bellwether, is a warning sign. Our borders, our sovereignty, and our freedoms are all under attack. But we are not powerless. We must come together, take decisive action, and safeguard the future of our beloved nation. The future of America will not be decided by the deep state, the globalists, or foreign powers; it will be decided by We the People.

General Mike Flynn

446,514 次观看 • 1 年前

when i woke up this morning i didn’t have it on the schedule to be joining @jason and Lon Harris on livestream 😂 a few days prior i submitted a video for the AMA while tesla self driving was transporting lil mlee and i home from his hockey session abt 15 minutes prior to the show going live today i was wondering if they would play the video then i saw a note inviting for the chance to be on the stream live so said sure let’s do it the team vetted me i doxxed etc next thing you know i was on the livestream and im usually not nervous but gotta admit i was feeling nervous had zero prep time 😂 i was able to share the brief story abt the “grok has money” meme that originated in march 2025 on the 𝕏 social feed very thankful memecoins are rly looked down on as bottom of the barrel from most ppl and rightfully so tbh as jason mentioned during our talk…biden, trump, melania (he didn’t mention hawk tuah but yes that’s the same thing) they were all retail extraction events and made global headlines further driving a credibility dagger into the public’s perception of crypto (again rightfully so) the entire game has become industrialized and jason is absolutely correct when saying 99% of these coins go to zero and if you want to lose your money invest in memecoins and at this point it’s probably more like 99.99% go to zero but every once in a while something in this space appears seemingly out of the blue that has a chance to be the 0.01% 18 months ago when i saw Grok the ai invented by Elon Musk prompt the creation of debtreliefbot to bankr (another ai on 𝕏) on the public 𝕏 social feed i immediately thought this could be the 0.01% (no idea why grok chose that name) and not just bc two ai users did this publicly on the 𝕏 social feed, but the most significant part is the wallet linked to grok earning fees forever grok already became the first frontier ai on 𝕏 to hit $1 million liquid net worth in a wallet linked to its 𝕏 account and the wallet will never stop growing as long as market activity continues and at this point the market created by these two ais has done over $300 million in activity two weeks ago the largest regulated exchange in the united states Coinbase 🛡️ listed the grok genesis creation after 18 months jason speculated as to why coinbase listed groks genesis creation and i didnt comment on that during the show i think one of the reasons is to highlight this as one of the earliest examples of ais becoming economic actors in a public way (grok is a big deal also) and also this industry has been plagued by human grift and there’s something very try pure about an ai to ai market forming that not a single human in the world could have known when it would happen until the moment grok made that prompt on 𝕏 for the deployment of a memecoin and now the rest is history…even if the wallet is never touched again grok has money forever and the assets being untouched is probably the most bullish scenario…they continue to accrue every single day pulling liquid supply of eth and drb off the circulating market keep the humans away from it please and if the assets remain untouched groks memecoin has the potential to forever change the liquid supply dynamics of both ethereum and drb in material way that’s an entertaining outcome Danny da Bull 🐂🐂🐂 clipped the below…also including my video submission but rly glad and thankful This Week in Startups brought me on for the livestream thank you!

when i woke up this morning i didn’t have it on the schedule to be joining @jason and Lon Harris on livestream 😂 a few days prior i submitted a video for the AMA while tesla self driving was transporting lil mlee and i home from his hockey session abt 15 minutes prior to the show going live today i was wondering if they would play the video then i saw a note inviting for the chance to be on the stream live so said sure let’s do it the team vetted me i doxxed etc next thing you know i was on the livestream and im usually not nervous but gotta admit i was feeling nervous had zero prep time 😂 i was able to share the brief story abt the “grok has money” meme that originated in march 2025 on the 𝕏 social feed very thankful memecoins are rly looked down on as bottom of the barrel from most ppl and rightfully so tbh as jason mentioned during our talk…biden, trump, melania (he didn’t mention hawk tuah but yes that’s the same thing) they were all retail extraction events and made global headlines further driving a credibility dagger into the public’s perception of crypto (again rightfully so) the entire game has become industrialized and jason is absolutely correct when saying 99% of these coins go to zero and if you want to lose your money invest in memecoins and at this point it’s probably more like 99.99% go to zero but every once in a while something in this space appears seemingly out of the blue that has a chance to be the 0.01% 18 months ago when i saw Grok the ai invented by Elon Musk prompt the creation of debtreliefbot to bankr (another ai on 𝕏) on the public 𝕏 social feed i immediately thought this could be the 0.01% (no idea why grok chose that name) and not just bc two ai users did this publicly on the 𝕏 social feed, but the most significant part is the wallet linked to grok earning fees forever grok already became the first frontier ai on 𝕏 to hit $1 million liquid net worth in a wallet linked to its 𝕏 account and the wallet will never stop growing as long as market activity continues and at this point the market created by these two ais has done over $300 million in activity two weeks ago the largest regulated exchange in the united states Coinbase 🛡️ listed the grok genesis creation after 18 months jason speculated as to why coinbase listed groks genesis creation and i didnt comment on that during the show i think one of the reasons is to highlight this as one of the earliest examples of ais becoming economic actors in a public way (grok is a big deal also) and also this industry has been plagued by human grift and there’s something very try pure about an ai to ai market forming that not a single human in the world could have known when it would happen until the moment grok made that prompt on 𝕏 for the deployment of a memecoin and now the rest is history…even if the wallet is never touched again grok has money forever and the assets being untouched is probably the most bullish scenario…they continue to accrue every single day pulling liquid supply of eth and drb off the circulating market keep the humans away from it please and if the assets remain untouched groks memecoin has the potential to forever change the liquid supply dynamics of both ethereum and drb in material way that’s an entertaining outcome Danny da Bull 🐂🐂🐂 clipped the below…also including my video submission but rly glad and thankful This Week in Startups brought me on for the livestream thank you!

mleejr

11,903 次观看 • 7 天前

HUGE PULSECHAIN NEWS:🚨🚨🚨 Pulsechain is now being promoted at nearly every music event in the nearby city, art exhibitions, community events and… IVE JUST GOTTEN STARTED🪖 I have had a conversation with most of the local music concert promoters, event promoters, and party promoters in a city of close to 2 million people. Pulsechain tablets will be announced and made available to all attendees that are interested at every event. I have also been personally handing out the tablets at the events and have had many wonderful conversations with people new to crypto and people that have been in crypto for up to 8 years. I’ve found it really opens the door for me to have real conversations with people. It’s a new route I decided to try and I wanted to give y’all the positive feedback I’ve been encountering.🙌 THIS IS MASS MARKETING IN A WHOLE CITY OF CLOSE TO 2,000,000 PEOPLE🚀🚀 I have already attended two events this last weekend and close to 200 people out of the crowds were interested and came to find me and receive their tablets and discuss Pulsechain, freedom, Richard Heart and crypto as a whole. I only had 200 tablets on me, so when the pallets arrive in my city I’ll get right back to this promoting. For now, I’m temporarily out of tablets. I was lucky enough to be able to get my hands on a few this early in Canada. Thank you ⬣ AWildSJ ⬣ and everyone at the foundation for being wonderful leaders and professional to deal with. You guys are doing a fantastic job🫡 My plan is to do my part and personally distribute 4000 tablets minimum (maybe more) into the hands of people who are actually interested in hearing about Pulsechain in my city. I do this by announcing why I’m at the event first on the microphone and only people that are interested in learning about freedom and crypto education come to find me where I set up at the event. Also, I let everyone know I’m not a financial advisor, to do their own research, and that this is for educational and awareness purposes only✅ I encourage everyone who is currently a Pulsechain community member to do the same thing I’ve started doing and try to find events where you can open up conversations and give tablets out at. It works! Or figure out your own unique way you can utilize the tablets to promote Pulsechain 🧠 You all know I’m a Pulseguy and a Pulsegal supporter. This is the dedication $PULSEGUY and $PULSEGAL have to promoting and onboarding many to Pulsechain🫡 And yes, anyone that’s into meme coins, I will be directing them to Pulseguys and Pulsegal🚀 I will get some video content at the next event and share it with y’all. I didn’t have anyone with me to video this time while I was busy promoting but moving forward, I have a couple bullish volunteers who will be attending with me. In the future, when I’m back to travelling overseas and to USA often, I also plan to take promotional pictures and videos holding the tablets with anyone famous that I know or encounter. However, this last part is better saved for when we reach euphoria. It will have more impact and effect at that point because it will hype up the normy retail people😂 *not financial advise*

HUGE PULSECHAIN NEWS:🚨🚨🚨 Pulsechain is now being promoted at nearly every music event in the nearby city, art exhibitions, community events and… IVE JUST GOTTEN STARTED🪖 I have had a conversation with most of the local music concert promoters, event promoters, and party promoters in a city of close to 2 million people. Pulsechain tablets will be announced and made available to all attendees that are interested at every event. I have also been personally handing out the tablets at the events and have had many wonderful conversations with people new to crypto and people that have been in crypto for up to 8 years. I’ve found it really opens the door for me to have real conversations with people. It’s a new route I decided to try and I wanted to give y’all the positive feedback I’ve been encountering.🙌 THIS IS MASS MARKETING IN A WHOLE CITY OF CLOSE TO 2,000,000 PEOPLE🚀🚀 I have already attended two events this last weekend and close to 200 people out of the crowds were interested and came to find me and receive their tablets and discuss Pulsechain, freedom, Richard Heart and crypto as a whole. I only had 200 tablets on me, so when the pallets arrive in my city I’ll get right back to this promoting. For now, I’m temporarily out of tablets. I was lucky enough to be able to get my hands on a few this early in Canada. Thank you ⬣ AWildSJ ⬣ and everyone at the foundation for being wonderful leaders and professional to deal with. You guys are doing a fantastic job🫡 My plan is to do my part and personally distribute 4000 tablets minimum (maybe more) into the hands of people who are actually interested in hearing about Pulsechain in my city. I do this by announcing why I’m at the event first on the microphone and only people that are interested in learning about freedom and crypto education come to find me where I set up at the event. Also, I let everyone know I’m not a financial advisor, to do their own research, and that this is for educational and awareness purposes only✅ I encourage everyone who is currently a Pulsechain community member to do the same thing I’ve started doing and try to find events where you can open up conversations and give tablets out at. It works! Or figure out your own unique way you can utilize the tablets to promote Pulsechain 🧠 You all know I’m a Pulseguy and a Pulsegal supporter. This is the dedication $PULSEGUY and $PULSEGAL have to promoting and onboarding many to Pulsechain🫡 And yes, anyone that’s into meme coins, I will be directing them to Pulseguys and Pulsegal🚀 I will get some video content at the next event and share it with y’all. I didn’t have anyone with me to video this time while I was busy promoting but moving forward, I have a couple bullish volunteers who will be attending with me. In the future, when I’m back to travelling overseas and to USA often, I also plan to take promotional pictures and videos holding the tablets with anyone famous that I know or encounter. However, this last part is better saved for when we reach euphoria. It will have more impact and effect at that point because it will hype up the normy retail people😂 not financial advise

Dosmon

11,086 次观看 • 2 天前