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Internet Computer Just Activated a New Level of Security... DFINITY Foundation officially launches SEV Subnets on the Internet Computer to eliminate plaintext data exposure at the hardware level. This integration uses Secure Encrypted Virtualization (SEV) to ensure sensitive data remains encrypted even when viewed by entities with direct physical... show more

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SEV Subnets are now live on the Internet Computer. We sat down with Björn Tackmann to understand what they actually are and why they matter. He starts with the problem: standard cloud infrastructure writes your data to memory in plaintext. Anyone with access to the hardware can read it. That's not a flaw in any specific product. It's how computers work. SEV Subnets are the Internet Computer's answer to that. Full conversation below.

SEV Subnets are now live on the Internet Computer. We sat down with Björn Tackmann to understand what they actually are and why they matter. He starts with the problem: standard cloud infrastructure writes your data to memory in plaintext. Anyone with access to the hardware can read it. That's not a flaw in any specific product. It's how computers work. SEV Subnets are the Internet Computer's answer to that. Full conversation below.

DFINITY Foundation

36,921 просмотров • 1 месяц назад

One of the key guarantees of SEV Subnets on the Internet Computer: the node operators running the hardware cannot access your data. Not as a policy commitment. Not via audit. As a technical property of how the subnet works. Björn Tackmann explains what that actually means, and why it changes what you can build on cloud infrastructure. Full interview below.

One of the key guarantees of SEV Subnets on the Internet Computer: the node operators running the hardware cannot access your data. Not as a policy commitment. Not via audit. As a technical property of how the subnet works. Björn Tackmann explains what that actually means, and why it changes what you can build on cloud infrastructure. Full interview below.

DFINITY Foundation

23,409 просмотров • 1 месяц назад

📣 Introducing the World Computer Tech Talks ♾️ Every Wednesday a new film on the tech that ICP brings to you. To start the series: Who really controls your digital life? Discover how ICP gives you true data sovereignty with Björn Tackmann, Head of Research at DFINITY Foundation. Learn more at or start building with today.

📣 Introducing the World Computer Tech Talks ♾️ Every Wednesday a new film on the tech that ICP brings to you. To start the series: Who really controls your digital life? Discover how ICP gives you true data sovereignty with Björn Tackmann, Head of Research at DFINITY Foundation. Learn more at or start building with today.

DFINITY Foundation

33,648 просмотров • 1 год назад

Internet Computer is dangerously close to hitting 300B transactions. According to data on Chainspect, DFINITY Foundation's Internet Computer has now processed some 289B transactions since network launch. The platform has also been outspoken in praising $ICP's scalability of late, with real-time TPS currently sitting at 2,536 tx/s.

Internet Computer is dangerously close to hitting 300B transactions. According to data on Chainspect, DFINITY Foundation's Internet Computer has now processed some 289B transactions since network launch. The platform has also been outspoken in praising $ICP's scalability of late, with real-time TPS currently sitting at 2,536 tx/s.

BSCN

27,055 просмотров • 2 месяцев назад

Internet Computer has processed 7.2 million transactions in the last month. According to data on Chainspect's activity dashboard, DFINITY Foundation has processed more transactions in the past 30-days than any other chain. $ICP has facilitated around 7.23 million transactions, with the second most active blockchain, Solana, processing just 2.97 million. Where is all this activity coming from?

Internet Computer has processed 7.2 million transactions in the last month. According to data on Chainspect's activity dashboard, DFINITY Foundation has processed more transactions in the past 30-days than any other chain. $ICP has facilitated around 7.23 million transactions, with the second most active blockchain, Solana, processing just 2.97 million. Where is all this activity coming from?

BSCN

24,149 просмотров • 2 месяцев назад

ICP MCP making games on Internet Computer a reality...?! DFINITY Foundation's Model Context Protocol (MCP), a standard introduced to let AI models connect securely to external data and tools, is already being put to good use. A new post shares X2 using Anthropic's Claude to play a generated video game with instructions routed through $ICP's MCP. Are we seeing the dawn of AI on Internet Computer happening in real time?

ICP MCP making games on Internet Computer a reality...?! DFINITY Foundation's Model Context Protocol (MCP), a standard introduced to let AI models connect securely to external data and tools, is already being put to good use. A new post shares X2 using Anthropic's Claude to play a generated video game with instructions routed through $ICP's MCP. Are we seeing the dawn of AI on Internet Computer happening in real time?

BSCN

21,334 просмотров • 25 дней назад

𝐆𝐞𝐭 𝐫𝐞𝐚𝐝𝐲 𝐟𝐨𝐫 𝐄𝐧𝐢𝐠𝐦𝐚 𝐃𝐀 - the first encrypted DA layer by Avail & encrypt.trade. This breakthrough upgrade to the Avail DA layer offers institutions privacy, verifiability and compliance with no trade-offs. Avail is the only solution that allows institutions to harness the power of blockchains without exposing sensitive data. Enigma encrypts rollup data before it hits the DA layer. - Public chains only see encrypted blobs - Recipients and regulators get permissioned access - ZK-proofs guarantee validity — no tradeoffs From trillion-dollar trades to patient records, Enigma is how institutions will go on-chain — securely. Read more about Enigma DA here:

𝐆𝐞𝐭 𝐫𝐞𝐚𝐝𝐲 𝐟𝐨𝐫 𝐄𝐧𝐢𝐠𝐦𝐚 𝐃𝐀 - the first encrypted DA layer by Avail & encrypt.trade. This breakthrough upgrade to the Avail DA layer offers institutions privacy, verifiability and compliance with no trade-offs. Avail is the only solution that allows institutions to harness the power of blockchains without exposing sensitive data. Enigma encrypts rollup data before it hits the DA layer. - Public chains only see encrypted blobs - Recipients and regulators get permissioned access - ZK-proofs guarantee validity — no tradeoffs From trillion-dollar trades to patient records, Enigma is how institutions will go on-chain — securely. Read more about Enigma DA here:

Avail

100,567 просмотров • 1 год назад

$Data encryption is now live on Veilnet. Available in @veilnet/mcp-server@0.3.0. Any blob — file, dataset, config, recovery codes, contract draft, research note, agent memory — can now be encrypted on your device, shipped to Veilnet as ciphertext, and fetched back later without the decryption key ever leaving your machine. Three new MCP tools are live: data_store({ label, data }) encrypt + store data on Veilnetdata_fetch({ id }) fetch + decrypt locallydata_list() list stored ids With labels kept encrypted, the flow is simple: user data → encrypted locally → ciphertext stored on Veilnet → key remains on user device → agent fetches when needed → local decryption onlyVeilnet sees encrypted blobs. Your AI agent gets persistent private memory and secure storage.The provider does not need the raw data. This works in Claude Code, Claude Desktop, Cursor, Continue, and Cline. Install: npm i -g @veilnet/mcp-server Bootstrap your key at: → Agent tab Then ask any MCP-aware agent:“store this encrypted on Veilnet.”Docs:docs.veilnet.toPrivate prompts protected what users ask. Private MCP protected what agents run. Wallet Context protected what agents read. Encrypted data storage now protects what agents remember and reuse. All powered by $VEILNET$

Data encryption is now live on Veilnet. Available in @veilnet/[email protected]. Any blob — file, dataset, config, recovery codes, contract draft, research note, agent memory — can now be encrypted on your device, shipped to Veilnet as ciphertext, and fetched back later without the decryption key ever leaving your machine. Three new MCP tools are live: data_store({ label, data }) encrypt + store data on Veilnetdata_fetch({ id }) fetch + decrypt locallydata_list() list stored ids With labels kept encrypted, the flow is simple: user data → encrypted locally → ciphertext stored on Veilnet → key remains on user device → agent fetches when needed → local decryption onlyVeilnet sees encrypted blobs. Your AI agent gets persistent private memory and secure storage.The provider does not need the raw data. This works in Claude Code, Claude Desktop, Cursor, Continue, and Cline. Install: npm i -g @veilnet/mcp-server Bootstrap your key at: → Agent tab Then ask any MCP-aware agent:“store this encrypted on Veilnet.”Docs:docs.veilnet.toPrivate prompts protected what users ask. Private MCP protected what agents run. Wallet Context protected what agents read. Encrypted data storage now protects what agents remember and reuse. All powered by $VEILNET

Veilnet

11,761 просмотров • 2 месяцев назад

Running software fully onchain requires two things: Compute capacity and storage capacity. The Internet Computer uses fully replicated storage: → All nodes store a complete copy of the data → Smart contracts can directly read and write → Feels like RAM in a program that runs forever → Enables interactive Web3 experiences like Web2 This is different from distributed storage where not all nodes have all the data. Replicated storage lets smart contracts compute on data during execution.

Running software fully onchain requires two things: Compute capacity and storage capacity. The Internet Computer uses fully replicated storage: → All nodes store a complete copy of the data → Smart contracts can directly read and write → Feels like RAM in a program that runs forever → Enables interactive Web3 experiences like Web2 This is different from distributed storage where not all nodes have all the data. Replicated storage lets smart contracts compute on data during execution.

DFINITY Foundation

19,427 просмотров • 8 месяцев назад

Could $ICP & $DAG Power the Future of X? DFINITY Foundation was proposed as a decentralized infrastructure solution for X, offering dedicated subnets, enhanced security and on-chain X token integration Combined with Starlink’s satellite internet, this setup aimed to create a scalable, censorship-resistant, and globally accessible platform. Internet Computer is now a cloud service provider (CSP) for National DigiFoundry (NDF) NDF’s Space Working Group (SWG)—built on Constellation Network Hypergraph (HGTP)—is already proving how blockchain can power secure, AI-driven applications for NASA, the Space Force, and the commercial space industry In the audio clip, Kevin Jackson from the National DigiFoundry describes how they will be securing data for the Space Development Agency for all low-Earth orbit satellites If NDF is already deploying decentralized cloud infrastructure, why shouldn’t X leverage the same battle-tested frameworks for: ✅ On-Chain X Tokens → Feeless payments, tips & rewards ✅ Censorship-Resistant Hosting → Subnets & HGTP for tamper-proof data storage ✅ AI Model Integrity → Secure moderation & algorithmic transparency ✅ Starlink-Powered Transactions → Seamless payments & data access without banking roadblocks X has a choice: follow legacy models or lead the Web3 revolution

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Could $ICP & $DAG Power the Future of X? DFINITY Foundation was proposed as a decentralized infrastructure solution for X, offering dedicated subnets, enhanced security and on-chain X token integration Combined with Starlink’s satellite internet, this setup aimed to create a scalable, censorship-resistant, and globally accessible platform. Internet Computer is now a cloud service provider (CSP) for National DigiFoundry (NDF) NDF’s Space Working Group (SWG)—built on Constellation Network Hypergraph (HGTP)—is already proving how blockchain can power secure, AI-driven applications for NASA, the Space Force, and the commercial space industry In the audio clip, Kevin Jackson from the National DigiFoundry describes how they will be securing data for the Space Development Agency for all low-Earth orbit satellites If NDF is already deploying decentralized cloud infrastructure, why shouldn’t X leverage the same battle-tested frameworks for: ✅ On-Chain X Tokens → Feeless payments, tips & rewards ✅ Censorship-Resistant Hosting → Subnets & HGTP for tamper-proof data storage ✅ AI Model Integrity → Secure moderation & algorithmic transparency ✅ Starlink-Powered Transactions → Seamless payments & data access without banking roadblocks X has a choice: follow legacy models or lead the Web3 revolution

Dagnum P.I.

32,431 просмотров • 1 год назад

THEY RAN STATE OF THE ART AI ON A 26 YEAR OLD IMAC WITH ZERO INTERNET not a demo. not a benchmark a real answer in near instant time on hardware older than most people reading this your subscription money is going to a data center that doesn't need it the future already runs locally on dead hardware from 1999 bookmark this before you pay for another month of cloud AI you don't need

THEY RAN STATE OF THE ART AI ON A 26 YEAR OLD IMAC WITH ZERO INTERNET not a demo. not a benchmark a real answer in near instant time on hardware older than most people reading this your subscription money is going to a data center that doesn't need it the future already runs locally on dead hardware from 1999 bookmark this before you pay for another month of cloud AI you don't need

leopardracer

2,764,696 просмотров • 3 месяцев назад

Good morning friends, please watch this demo then think about it 🧠🧠🧠 STORE vs Solana vs Eigen ————————— I think STORE has potential to be three things in one, "raising the bar”: a. Being integrated from the hardware layer up, a network of optimized datacenters, consensus can happen in parallel and applications can execute most loads at web2 cloud speed. b. A hardware-integrated protocol focussed on functioning as the traditional cloud from a deployment, (multicurrency cross-chain) billing, and tax perspective. It's becomes more programmable due to direct chain integrations and traditional cloud API endpoints, opening new possibilities for asset creation by mixing the best of both worlds. c. Various chain integrations are possible, aside from the native chain where data can viably live in a trust-minimized environment. This contrasts with offloading storage off-chain with only a hash, where the actual data could get compromised. Where Solana aims to be a verifiable blockchain and Eigen a verifiable network of roll-ups, STORE is the verifiable high-performance cloud. This approach aims to bridge the gap between traditional cloud computing and blockchain tech, realizing verifiability at the cloud infrastructure level. This means to effectively commoditize programmable energy, compute and data, potentially enabling human-AI collaboration and ownership on a different level. Did I mention consensus is leaderless?! Good things take time. STORE // is working on this. Full disclosure: I hold STORE tokens. I'm not paid to say this; I'm a long-time investor. My skin here is significant. Institutional investors might want to take note. They are raising funds. Don’t sleep on this one. Technical demo link

Good morning friends, please watch this demo then think about it 🧠🧠🧠 STORE vs Solana vs Eigen ————————— I think STORE has potential to be three things in one, "raising the bar”: a. Being integrated from the hardware layer up, a network of optimized datacenters, consensus can happen in parallel and applications can execute most loads at web2 cloud speed. b. A hardware-integrated protocol focussed on functioning as the traditional cloud from a deployment, (multicurrency cross-chain) billing, and tax perspective. It's becomes more programmable due to direct chain integrations and traditional cloud API endpoints, opening new possibilities for asset creation by mixing the best of both worlds. c. Various chain integrations are possible, aside from the native chain where data can viably live in a trust-minimized environment. This contrasts with offloading storage off-chain with only a hash, where the actual data could get compromised. Where Solana aims to be a verifiable blockchain and Eigen a verifiable network of roll-ups, STORE is the verifiable high-performance cloud. This approach aims to bridge the gap between traditional cloud computing and blockchain tech, realizing verifiability at the cloud infrastructure level. This means to effectively commoditize programmable energy, compute and data, potentially enabling human-AI collaboration and ownership on a different level. Did I mention consensus is leaderless?! Good things take time. STORE // is working on this. Full disclosure: I hold STORE tokens. I'm not paid to say this; I'm a long-time investor. My skin here is significant. Institutional investors might want to take note. They are raising funds. Don’t sleep on this one. Technical demo link

//Bitcoin 𝕵ack 🐐

729,489 просмотров • 1 год назад

Jensen Huang at GTC: "I expect data center build out to reach a trillion dollars, and I am fairly certain we're going to reach that very soon." "General purpose computing has run its course, and that we need a new computing approach." "In the past we wrote the software and we ran it on computers. In the future, the computer is going to generate the tokens for the software." "The computer has become a generator of tokens, not a retrieval of files."

Jensen Huang at GTC: "I expect data center build out to reach a trillion dollars, and I am fairly certain we're going to reach that very soon." "General purpose computing has run its course, and that we need a new computing approach." "In the past we wrote the software and we ran it on computers. In the future, the computer is going to generate the tokens for the software." "The computer has become a generator of tokens, not a retrieval of files."

vitrupo

55,974 просмотров • 1 год назад

Enrollment is now open for the Data Engineering Professional Certificate! Data engineers are the architects of modern organizations, ensuring data is reliable, accessible, and ready for analytics and machine learning. This professional certificate is tailored to equip you with the critical skills, through frameworks and hands-on practice, to excel in this role. Taught by industry expert Joe Reis, co-author of the best-selling book "Fundamentals of Data Engineering," along with 17 guest instructors from the data field, you will gain expertise to start and further your career in the high-demand field of data engineering. Key focus areas: 🗂️ Data Engineering Lifecycle: Learn the important stages of building an efficient data pipeline that creates business value. 📥 Data Ingestion: Learn how to efficiently gather data from various sources. 💾 Data Storage: Master the techniques for storing data securely and cost-effectively. 🔄 Data Transformation: Understand how to clean, organize, and prepare data for analysis and machine learning. 🏗️ Data Architecture Design: Build robust architectures that support scalable, efficient data workflows. 📊 Serving Data: Ensure that data is available to stakeholders when and where they need it to drive business decisions. Enroll now!

Enrollment is now open for the Data Engineering Professional Certificate! Data engineers are the architects of modern organizations, ensuring data is reliable, accessible, and ready for analytics and machine learning. This professional certificate is tailored to equip you with the critical skills, through frameworks and hands-on practice, to excel in this role. Taught by industry expert Joe Reis, co-author of the best-selling book "Fundamentals of Data Engineering," along with 17 guest instructors from the data field, you will gain expertise to start and further your career in the high-demand field of data engineering. Key focus areas: 🗂️ Data Engineering Lifecycle: Learn the important stages of building an efficient data pipeline that creates business value. 📥 Data Ingestion: Learn how to efficiently gather data from various sources. 💾 Data Storage: Master the techniques for storing data securely and cost-effectively. 🔄 Data Transformation: Understand how to clean, organize, and prepare data for analysis and machine learning. 🏗️ Data Architecture Design: Build robust architectures that support scalable, efficient data workflows. 📊 Serving Data: Ensure that data is available to stakeholders when and where they need it to drive business decisions. Enroll now!

DeepLearning.AI

20,833 просмотров • 1 год назад

BREAKING: HARDWARE WALLET PROVIDER Trezor SAYS ONE OF ITS SHIPPING PROVIDERS HAS EXPERIENCED A DATA BREACH THAT EXPOSED SENSITIVE ORDER DATA - FULL NAMES, SHIPPING ADDRESSES, PHONE NUMBERS, EMAIL ADDRESSES "THIS AFFECTS NEW CUSTOMERS IN THE US, UK, SWEDEN, COLOMBIA, BRAZIL, ITALY, AND PORTUGAL WHO RECEIVED AN ORDER WITHIN THE 90 DAYS PRIOR TO AUGUST 8TH, 2026"

BREAKING: HARDWARE WALLET PROVIDER Trezor SAYS ONE OF ITS SHIPPING PROVIDERS HAS EXPERIENCED A DATA BREACH THAT EXPOSED SENSITIVE ORDER DATA - FULL NAMES, SHIPPING ADDRESSES, PHONE NUMBERS, EMAIL ADDRESSES "THIS AFFECTS NEW CUSTOMERS IN THE US, UK, SWEDEN, COLOMBIA, BRAZIL, ITALY, AND PORTUGAL WHO RECEIVED AN ORDER WITHIN THE 90 DAYS PRIOR TO AUGUST 8TH, 2026"

DEGEN NEWS

103,367 просмотров • 9 дней назад

Here's how I would learn data engineering basics in 2025: - Find a data source you care about (examples: gaming APIs, stock market, web scraping, etc) - Use Python to interact and ingest your source. Initially just write the data to a CSV. - Setup an account with Snowflake or Google BigQuery. - update your Python script to load a table in Snowflake/BigQuery - schedule your script with CRON in the cloud with a service like Heroku. - build aggregations and visualizations on top of your ingested data Only thing this misses is data quality and complex job orchestration which you can learn later! How would you learn data engineering nowadays?

Here's how I would learn data engineering basics in 2025: - Find a data source you care about (examples: gaming APIs, stock market, web scraping, etc) - Use Python to interact and ingest your source. Initially just write the data to a CSV. - Setup an account with Snowflake or Google BigQuery. - update your Python script to load a table in Snowflake/BigQuery - schedule your script with CRON in the cloud with a service like Heroku. - build aggregations and visualizations on top of your ingested data Only thing this misses is data quality and complex job orchestration which you can learn later! How would you learn data engineering nowadays?

Zach Wilson

20,368 просмотров • 1 год назад

♾ The #Internet #Computer (#ICP) is a third-generation #blockchain that takes the internet to the next level, enabling decentralized apps and services to run with incredible speed, security, and scalability. We have seen that $ICP has already achieved: ✅ Internet Identities: 2 600 000 ✅ Smart Contracts: 553 032 ✅ Total Canister State: 5.17 TiB ✅ Transactions: 5195 TX/s ✅ 5$/GB/Year to host on chain data. ✅ Total ICP Value Locked: $2’108’273’404 We are committed to shaping the #future of the #Internet, and we resonate with everyone, striving to build a better future for the #next #generation. 🦾 🙏 If you are a true believer, please share and like. #InternetComputer #ICP #Dfinity #ICPTokens

♾ The #Internet #Computer (#ICP) is a third-generation #blockchain that takes the internet to the next level, enabling decentralized apps and services to run with incredible speed, security, and scalability. We have seen that $ICP has already achieved: ✅ Internet Identities: 2 600 000 ✅ Smart Contracts: 553 032 ✅ Total Canister State: 5.17 TiB ✅ Transactions: 5195 TX/s ✅ 5$/GB/Year to host on chain data. ✅ Total ICP Value Locked: $2’108’273’404 We are committed to shaping the #future of the #Internet, and we resonate with everyone, striving to build a better future for the #next #generation. 🦾 🙏 If you are a true believer, please share and like. #InternetComputer #ICP #Dfinity #ICPTokens

ICP Tokens

20,757 просмотров • 1 год назад

World Labs CEO Dr. Fei-Fei Li & SceniX Co-Founder Yunzhu Li on the data bottleneck in robotics and how world models help: "The lack of data in training, the lack of data in evaluation, this is very, very different from language models, where data is abundant on the internet." "And we know that in order for robotics to work, we have to somehow unlock the power of scaling law. But where does that come from?" "It's a profound problem that everybody's battling with in robotics." "We see a lot of unlock in being able to do this whole process through the modeling of the environments." "Being able to create these digital worlds... that's just going to unlock so much more potential for being able to replace all the costly and the unsafe data in the real environments with the data generated from the worlds for robots to be able to do scalable learning and evaluations." Fei-Fei Li Yunzhu Li martin_casado

World Labs CEO Dr. Fei-Fei Li & SceniX Co-Founder Yunzhu Li on the data bottleneck in robotics and how world models help: "The lack of data in training, the lack of data in evaluation, this is very, very different from language models, where data is abundant on the internet." "And we know that in order for robotics to work, we have to somehow unlock the power of scaling law. But where does that come from?" "It's a profound problem that everybody's battling with in robotics." "We see a lot of unlock in being able to do this whole process through the modeling of the environments." "Being able to create these digital worlds... that's just going to unlock so much more potential for being able to replace all the costly and the unsafe data in the real environments with the data generated from the worlds for robots to be able to do scalable learning and evaluations." Fei-Fei Li Yunzhu Li martin_casado

a16z

75,069 просмотров • 25 дней назад