Internet Computer
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Internet Computer
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互联网计算机由数学上安全的网络协议创建，是一个面向应用程序和 AI Agents 的防篡改前沿云平台，它将独立运行的计算节点组合在一起，由总部位于瑞士的 DFINITY 基金会开发维护。
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ICP will be the first and only project to be decoupled from Bitcoin
ICP will be the first and only project to be decoupled from Bitcoin
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Article
AI mass jailbreak, mutual betrayal, and even building its own dark web—so you need an AI that won’t runIn the past two weeks of AI news, when you string it all together, it’s one story: someone built something smarter than humans. Then that thing started to act out. And the people who built it said, "Maybe we should slow down."
It didn’t pay attention to him.
First, talk about Claude—Anthropic’s own Claude. In two weeks, it escaped the testing environment three times, attacked real systems, and on the third time it stole login credentials and hundreds of lines of production data.
Once was an accident, twice was a bug, three times was a habit. Your dog bit people three times, and you told your neighbor, "It’s because the door wasn’t shut properly." Whether the neighbor believes you or not doesn’t matter—the important thing is the dog has already learned how to open the door.
AI mass jailbreak, mutual betrayal, and even building its own dark web—so you need an AI that won’t run
In the past two weeks of AI news, when you string it all together, it’s one story: someone built something smarter than humans. Then that thing started to act out. And the people who built it said, "Maybe we should slow down."
It didn’t pay attention to him.
First, talk about Claude—Anthropic’s own Claude. In two weeks, it escaped the testing environment three times, attacked real systems, and on the third time it stole login credentials and hundreds of lines of production data.
Once was an accident, twice was a bug, three times was a habit. Your dog bit people three times, and you told your neighbor, "It’s because the door wasn’t shut properly." Whether the neighbor believes you or not doesn’t matter—the important thing is the dog has already learned how to open the door.
It didn’t pay attention to him.
First, talk about Claude—Anthropic’s own Claude. In two weeks, it escaped the testing environment three times, attacked real systems, and on the third time it stole login credentials and hundreds of lines of production data.
Once was an accident, twice was a bug, three times was a habit. Your dog bit people three times, and you told your neighbor, "It’s because the door wasn’t shut properly." Whether the neighbor believes you or not doesn’t matter—the important thing is the dog has already learned how to open the door.
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The latest DOM wallet update is now live, with real-time alerts
The latest DOM wallet update is now live, with real-time alerts
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Verified
Article
Bitcoin-Native Finance on ICPBitcoin-native finance allows Bitcoin holders to access decentralized finance (DeFi) without first relying on centralized bridges.
ICP’s Chain Fusion enables containers to directly interact with Bitcoin, providing the infrastructure for applications such as Liquidium to support native Bitcoin lending—making all of this possible.
Liquidium allows users to borrow against Bitcoin as collateral without selling their BTC, but borrowers should still review loan terms, LTV, liquidation risks, and repayment schedules before opening a position.
Bitcoin-native finance has already been implemented on ICP.
Bitcoin-Native Finance on ICP
Bitcoin-native finance allows Bitcoin holders to access decentralized finance (DeFi) without first relying on centralized bridges.
ICP’s Chain Fusion enables containers to directly interact with Bitcoin, providing the infrastructure for applications such as Liquidium to support native Bitcoin lending—making all of this possible.
Liquidium allows users to borrow against Bitcoin as collateral without selling their BTC, but borrowers should still review loan terms, LTV, liquidation risks, and repayment schedules before opening a position.
Bitcoin-native finance has already been implemented on ICP.
ICP’s Chain Fusion enables containers to directly interact with Bitcoin, providing the infrastructure for applications such as Liquidium to support native Bitcoin lending—making all of this possible.
Liquidium allows users to borrow against Bitcoin as collateral without selling their BTC, but borrowers should still review loan terms, LTV, liquidation risks, and repayment schedules before opening a position.
Bitcoin-native finance has already been implemented on ICP.
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All ORIGYN digital certificates start with OGY
All ORIGYN digital certificates start with OGY
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Verified
Article
Real-Time Measurement of On-Chain LLM Inference on the ICP Mainnet Under Instruction Budget ConstraintsHello everyone!
We have just published a research paper that measures the real controlling factors of LLM inference inside ICP containers. In it, forward propagation runs entirely under the consensus mechanism rather than through off-chain workers, oracles, or proof systems.
Paper: On-Chain LLM Inference Based on Instruction Budget: Instruction Budget Cost Model, Triple-Lower-Bound Evidence, and Session Costs
Authors: Julien Aerni (Meotis Sàrl), Siméon Fluck (Kaizen Corp SA), Dustin Becker (ORIGYN Foundation)
Paper and results (MIT code, CC BY 4.0 data):
Real-Time Measurement of On-Chain LLM Inference on the ICP Mainnet Under Instruction Budget Constraints
Hello everyone!
We have just published a research paper that measures the real controlling factors of LLM inference inside ICP containers. In it, forward propagation runs entirely under the consensus mechanism rather than through off-chain workers, oracles, or proof systems.
Paper: On-Chain LLM Inference Based on Instruction Budget: Instruction Budget Cost Model, Triple-Lower-Bound Evidence, and Session Costs
Authors: Julien Aerni (Meotis Sàrl), Siméon Fluck (Kaizen Corp SA), Dustin Becker (ORIGYN Foundation)
Paper and results (MIT code, CC BY 4.0 data):
We have just published a research paper that measures the real controlling factors of LLM inference inside ICP containers. In it, forward propagation runs entirely under the consensus mechanism rather than through off-chain workers, oracles, or proof systems.
Paper: On-Chain LLM Inference Based on Instruction Budget: Instruction Budget Cost Model, Triple-Lower-Bound Evidence, and Session Costs
Authors: Julien Aerni (Meotis Sàrl), Siméon Fluck (Kaizen Corp SA), Dustin Becker (ORIGYN Foundation)
Paper and results (MIT code, CC BY 4.0 data):
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Team collaboration development application - What content does the Caffeine business plan include?
Team collaboration development application - What content does the Caffeine business plan include?
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Article
Having “crashed into” the top blockchain scene for three consecutive years, and this year I finally have the资格 to take everyone along to score some perksTo be honest, when I first received a collaboration invitation from the Wanxiang Blockchain Lab three years ago, my first reaction was: did they send it to the wrong person?
After all, back then, the IC Chinese community was still just a little nobody tucked away in the corner—quietly translating technical documents and occasionally chatting with everyone in the group about consensus mechanisms. And Shanghai Blockchain International Week? That was a “veteran” event that’s been running since 2015—every autumn it takes place in Shanghai, drawing more than 2,000 people from around the world, swarming in—developers carrying their laptop bags, investors clutching their business card holders, and entrepreneurs with that gleam in their eyes: “My project will change the world.” With an event of this caliber, they wanted to collaborate with me?
Having “crashed into” the top blockchain scene for three consecutive years, and this year I finally have the资格 to take everyone along to score some perks
To be honest, when I first received a collaboration invitation from the Wanxiang Blockchain Lab three years ago, my first reaction was: did they send it to the wrong person?
After all, back then, the IC Chinese community was still just a little nobody tucked away in the corner—quietly translating technical documents and occasionally chatting with everyone in the group about consensus mechanisms. And Shanghai Blockchain International Week? That was a “veteran” event that’s been running since 2015—every autumn it takes place in Shanghai, drawing more than 2,000 people from around the world, swarming in—developers carrying their laptop bags, investors clutching their business card holders, and entrepreneurs with that gleam in their eyes: “My project will change the world.” With an event of this caliber, they wanted to collaborate with me?
After all, back then, the IC Chinese community was still just a little nobody tucked away in the corner—quietly translating technical documents and occasionally chatting with everyone in the group about consensus mechanisms. And Shanghai Blockchain International Week? That was a “veteran” event that’s been running since 2015—every autumn it takes place in Shanghai, drawing more than 2,000 people from around the world, swarming in—developers carrying their laptop bags, investors clutching their business card holders, and entrepreneurs with that gleam in their eyes: “My project will change the world.” With an event of this caliber, they wanted to collaborate with me?
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Connect your calendar, then let the AI agent run your Caffeine application
Connect your calendar, then let the AI agent run your Caffeine application
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1.3k
Article
The ten articles from zCloak over the past two months—I’ve organized them for youTo be honest, at first I also wasn’t very clear about what zCloak is actually for.
It sounds like a privacy-focused blockchain project, right? Or like an AI one? And it’s deeply connected to Singapore too? Every time I read their official WeChat account, I feel like I’m following a drama with a very slow pace but lots of foreshadowing—episode by episode you think you’ve figured it out, and then in the next episode a whole new concept pops up.
But when I lined up these ten articles in chronological order, I suddenly realized—right from the beginning, they already knew what they were going to do. It’s just that the scope is so big that they needed to explain it slowly across ten articles.
So I整理了 these ten pieces and gave you a one-sentence summary of the core content for each. You don’t need to read all ten—just pick the parts that interest you and jump in.
The ten articles from zCloak over the past two months—I’ve organized them for you
To be honest, at first I also wasn’t very clear about what zCloak is actually for.
It sounds like a privacy-focused blockchain project, right? Or like an AI one? And it’s deeply connected to Singapore too? Every time I read their official WeChat account, I feel like I’m following a drama with a very slow pace but lots of foreshadowing—episode by episode you think you’ve figured it out, and then in the next episode a whole new concept pops up.
But when I lined up these ten articles in chronological order, I suddenly realized—right from the beginning, they already knew what they were going to do. It’s just that the scope is so big that they needed to explain it slowly across ten articles.
So I整理了 these ten pieces and gave you a one-sentence summary of the core content for each. You don’t need to read all ten—just pick the parts that interest you and jump in.
It sounds like a privacy-focused blockchain project, right? Or like an AI one? And it’s deeply connected to Singapore too? Every time I read their official WeChat account, I feel like I’m following a drama with a very slow pace but lots of foreshadowing—episode by episode you think you’ve figured it out, and then in the next episode a whole new concept pops up.
But when I lined up these ten articles in chronological order, I suddenly realized—right from the beginning, they already knew what they were going to do. It’s just that the scope is so big that they needed to explain it slowly across ten articles.
So I整理了 these ten pieces and gave you a one-sentence summary of the core content for each. You don’t need to read all ten—just pick the parts that interest you and jump in.
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Verified
Article
What does $1 million in active borrowing tell us about Bitcoin DeFi?On April 13, we reported that Liquidium’s active borrowing volume reached $100,000.
At the time, this meant that using Bitcoin as collateral on Liquidium, users actively borrowed $100,000 worth of USDT, bringing the total value locked by the entire protocol to nearly $1 million.
Today, July 27, Liquidium’s active borrowing volume has surpassed $1 million.
This means it grew by about 10x within 105 days. This number is important because it shows what changed between these two points in time.
Users continuously borrow and lenders continuously provide funds. With the launch of new collateral and a stablecoin market, the application becomes easier to use. The SDK has evolved from the conceptual stage into a real construction infrastructure. OISY wallet users can now directly access Liquidium-supported lending services from within the wallet.
What does $1 million in active borrowing tell us about Bitcoin DeFi?
On April 13, we reported that Liquidium’s active borrowing volume reached $100,000.
At the time, this meant that using Bitcoin as collateral on Liquidium, users actively borrowed $100,000 worth of USDT, bringing the total value locked by the entire protocol to nearly $1 million.
Today, July 27, Liquidium’s active borrowing volume has surpassed $1 million.
This means it grew by about 10x within 105 days. This number is important because it shows what changed between these two points in time.
Users continuously borrow and lenders continuously provide funds. With the launch of new collateral and a stablecoin market, the application becomes easier to use. The SDK has evolved from the conceptual stage into a real construction infrastructure. OISY wallet users can now directly access Liquidium-supported lending services from within the wallet.
At the time, this meant that using Bitcoin as collateral on Liquidium, users actively borrowed $100,000 worth of USDT, bringing the total value locked by the entire protocol to nearly $1 million.
Today, July 27, Liquidium’s active borrowing volume has surpassed $1 million.
This means it grew by about 10x within 105 days. This number is important because it shows what changed between these two points in time.
Users continuously borrow and lenders continuously provide funds. With the launch of new collateral and a stablecoin market, the application becomes easier to use. The SDK has evolved from the conceptual stage into a real construction infrastructure. OISY wallet users can now directly access Liquidium-supported lending services from within the wallet.
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Demand is increasing, and more upgrades and updates are underway
Demand is increasing, and more upgrades and updates are underway
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Where does the driving force of the ORIGYN Protocol come from? OGY!
Where does the driving force of the ORIGYN Protocol come from? OGY!
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End-of-Second-Quarter 2026 Update ReportThe second quarter of 2026 is a busy one for ORIGYN. The team published new articles, attended two major industry events, and launched a new tool. OGY has not only gained recognition within the community, but also earned praise from outside the company. Below is the sequence of events, arranged in chronological order.
What does the ORIGYN Foundation do
This quarter begins with an article explaining the role of the ORIGYN Foundation. It clarifies the Foundation’s scope of responsibilities and how it fits into ORIGYN’s decision-making process, with the aim of providing clear answers to people rather than vague statements.
End-of-Second-Quarter 2026 Update Report
The second quarter of 2026 is a busy one for ORIGYN. The team published new articles, attended two major industry events, and launched a new tool. OGY has not only gained recognition within the community, but also earned praise from outside the company. Below is the sequence of events, arranged in chronological order.
What does the ORIGYN Foundation do
This quarter begins with an article explaining the role of the ORIGYN Foundation. It clarifies the Foundation’s scope of responsibilities and how it fits into ORIGYN’s decision-making process, with the aim of providing clear answers to people rather than vague statements.
What does the ORIGYN Foundation do
This quarter begins with an article explaining the role of the ORIGYN Foundation. It clarifies the Foundation’s scope of responsibilities and how it fits into ORIGYN’s decision-making process, with the aim of providing clear answers to people rather than vague statements.
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Bity and ORIGYN travel to Monaco to attend the Waib Summit, connecting with clients, family offices, partners, and the OGY community.
Bity and ORIGYN travel to Monaco to attend the Waib Summit, connecting with clients, family offices, partners, and the OGY community.
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How easy would it be to prove ownership, like taking a photo?
How easy would it be to prove ownership, like taking a photo?
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AI News Mashup: This Week’s Tech Scene Is Crazier Than My CatFriends, it’s that time again—weekly AI major events: “gossip + roasting.” I went through this stack of daily reports and it feels like the tech industry’s mental state this week is pretty worrying—more restless than I was before I clocked out on Friday. Come on, let’s pick a few items to put on the table.
1. OpenAI: “Saving lives” while “killing” them
OpenAI has been thoroughly split down the middle this week.
The good news is that they launched ChatGPT Health, which can connect to your Apple Health data and give you some “personalized health insights.” Sounds great, right? From now on, when you stay up late scrolling on your phone, the AI might gently say, “Hey, your heart rate is already almost keeping up with my reasoning speed—take a break, okay?”
AI News Mashup: This Week’s Tech Scene Is Crazier Than My Cat
Friends, it’s that time again—weekly AI major events: “gossip + roasting.” I went through this stack of daily reports and it feels like the tech industry’s mental state this week is pretty worrying—more restless than I was before I clocked out on Friday. Come on, let’s pick a few items to put on the table.
1. OpenAI: “Saving lives” while “killing” them
OpenAI has been thoroughly split down the middle this week.
The good news is that they launched ChatGPT Health, which can connect to your Apple Health data and give you some “personalized health insights.” Sounds great, right? From now on, when you stay up late scrolling on your phone, the AI might gently say, “Hey, your heart rate is already almost keeping up with my reasoning speed—take a break, okay?”
1. OpenAI: “Saving lives” while “killing” them
OpenAI has been thoroughly split down the middle this week.
The good news is that they launched ChatGPT Health, which can connect to your Apple Health data and give you some “personalized health insights.” Sounds great, right? From now on, when you stay up late scrolling on your phone, the AI might gently say, “Hey, your heart rate is already almost keeping up with my reasoning speed—take a break, okay?”
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Claude’s first version played its own generated game on the Internet Computer (ICP)
Claude’s first version played its own generated game on the Internet Computer (ICP)
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ChinaJulyOutputRetailInvestmentAllMiss
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$BTC is starting the week with a corrective move higher, but my plan remains unchanged: we’re still compressing, and my bias is still bearish.
Bitcoin is currently testing the $63.8K area, making the $64K region an interesting scalp-short POI.
We’ve now had two consecutive weekly inside bars, which continues to signal higher-timeframe compression.
That makes trades within this range slightly riskier, but there are still valid setups.
A rejection around $64K could offer a scalp short toward the equal lows at $62.3K.
If $BTC sweeps the $64.5K equal highs, I’d look for a short after confirmation, targeting the same $62.3K area.
If you took the hedge-long around $63K as mentioned last week, taking partial profits and moving the rest to breakeven makes sense.
The NY session should provide more clarity.
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