TechFusionlabs
@TechFusionlabs
跟踪ICP生态发展，实时分享最新动态、技术进展与市场趋势，助力深入了解ICP的未来。
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What is OISY Wallet
OISY is a new browser-based, web-hosted, and multi-chain wallet powered by Internet Computer’s chain fusion technology.
feature
The OISY wallet provides a similar convenient user experience to a custodial wallet, but without the strong trust assumptions of a custodial wallet. In contrast, OISY provides web-based trust assumptions, comparable to self-custody. Unlike self-custodial wallets, OISY does not require browser extensions or additional mobile apps, a standard off-the-shelf web browser is sufficient. In summary, OISY provides an attractive user experience with a low barrier to entry, but without the need for strong trust assumptions.
feature
The OISY wallet provides a similar convenient user experience to a custodial wallet, but without the strong trust assumptions of a custodial wallet. In contrast, OISY provides web-based trust assumptions, comparable to self-custody. Unlike self-custodial wallets, OISY does not require browser extensions or additional mobile apps, a standard off-the-shelf web browser is sufficient. In summary, OISY provides an attractive user experience with a low barrier to entry, but without the need for strong trust assumptions.
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How Developers Can Build DApps with ICP: #ICP $ICP
1. Learn the Motoko Programming Language:
Motoko is the official programming language of ICP, specifically designed for building smart contracts and DApps. Developers can visit the official ICP website or the official Motoko documentation to learn the syntax, features, and best practices of the language.
2. Install ICP Development Tools:
Developers need to install the ICP development toolkit, including DFX (Dfinity Canister SDK) and other related tools. These tools can help developers develop, test, and deploy their DApps locally.
3. Write Smart Contracts:
Use the Motoko programming language to write smart contracts that define the logic and functionality of the DApp. Developers can create contracts to manage user identities, store data, execute business logic, etc.
4. Test and Debug:
Test and debug the smart contracts in a local environment to ensure their functionality and logic are correct. DFX provides a local simulation environment that can assist developers in testing and debugging.
5. Deploy to the ICP Network:
Once the smart contracts pass local testing, developers can use DFX to deploy them to the ICP network, allowing users to access and use their DApp.
6. Integrate with the ICP Ecosystem:
Developers can integrate their DApps with other services and contracts in the ICP ecosystem to extend their functionality and provide a richer user experience.
1. Learn the Motoko Programming Language:
Motoko is the official programming language of ICP, specifically designed for building smart contracts and DApps. Developers can visit the official ICP website or the official Motoko documentation to learn the syntax, features, and best practices of the language.
2. Install ICP Development Tools:
Developers need to install the ICP development toolkit, including DFX (Dfinity Canister SDK) and other related tools. These tools can help developers develop, test, and deploy their DApps locally.
3. Write Smart Contracts:
Use the Motoko programming language to write smart contracts that define the logic and functionality of the DApp. Developers can create contracts to manage user identities, store data, execute business logic, etc.
4. Test and Debug:
Test and debug the smart contracts in a local environment to ensure their functionality and logic are correct. DFX provides a local simulation environment that can assist developers in testing and debugging.
5. Deploy to the ICP Network:
Once the smart contracts pass local testing, developers can use DFX to deploy them to the ICP network, allowing users to access and use their DApp.
6. Integrate with the ICP Ecosystem:
Developers can integrate their DApps with other services and contracts in the ICP ecosystem to extend their functionality and provide a richer user experience.
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Why choose OISY wallet:
1. Unified management of all digital assets:
OISY allows you to manage all digital assets (including Bitcoin, Ethereum, ICP, etc.) in one unified wallet. No need to use multiple wallets for different cryptocurrencies, enjoy a seamless and efficient experience across platforms.
2. With web hosting, you no longer have to worry about private keys:
OISY wallet adopts web hosting, an innovative method that uses the advanced encryption technology of the Internet Computer so that you don't have to deal with private keys directly. This provides a safe and user-friendly alternative to traditional methods, in line with the "Onchain is the new online" movement - a solution that enhances security and resistance to cyber attacks by running on a distributed network.
3. Fully on-chain wallet, tamper-proof security:
Not only are your keys protected, but the entire wallet application is completely stored on the chain and sent directly from the Internet Computer to your browser. This means that the entire wallet benefits from a decentralized trust model, making it tamper-proof and highly secure.
4. Access your wallet anytime, anywhere:
With Internet Identity, OISY can be easily used on all devices linked to your private decentralized identity. This ensures seamless and secure access to your wallet, whether you are using a smartphone, tablet or desktop.
5. Unlock additional features with verifiable credentials:
OISY is integrated with Internet Computer's verifiable credentials platform. By obtaining certain types of credentials, additional features such as airdrops and exclusive features can be accessed, enhancing your overall experience.
6. Trust the transparency of open source:
OISY is an open source project led by a dedicated team within the DFINITY Foundation and supported by more than 200 of the world's leading cryptographers and engineers. Open source ensures transparency, enabling the community to audit, contribute and trust the integrity of the wallet.
1. Unified management of all digital assets:
OISY allows you to manage all digital assets (including Bitcoin, Ethereum, ICP, etc.) in one unified wallet. No need to use multiple wallets for different cryptocurrencies, enjoy a seamless and efficient experience across platforms.
2. With web hosting, you no longer have to worry about private keys:
OISY wallet adopts web hosting, an innovative method that uses the advanced encryption technology of the Internet Computer so that you don't have to deal with private keys directly. This provides a safe and user-friendly alternative to traditional methods, in line with the "Onchain is the new online" movement - a solution that enhances security and resistance to cyber attacks by running on a distributed network.
3. Fully on-chain wallet, tamper-proof security:
Not only are your keys protected, but the entire wallet application is completely stored on the chain and sent directly from the Internet Computer to your browser. This means that the entire wallet benefits from a decentralized trust model, making it tamper-proof and highly secure.
4. Access your wallet anytime, anywhere:
With Internet Identity, OISY can be easily used on all devices linked to your private decentralized identity. This ensures seamless and secure access to your wallet, whether you are using a smartphone, tablet or desktop.
5. Unlock additional features with verifiable credentials:
OISY is integrated with Internet Computer's verifiable credentials platform. By obtaining certain types of credentials, additional features such as airdrops and exclusive features can be accessed, enhancing your overall experience.
6. Trust the transparency of open source:
OISY is an open source project led by a dedicated team within the DFINITY Foundation and supported by more than 200 of the world's leading cryptographers and engineers. Open source ensures transparency, enabling the community to audit, contribute and trust the integrity of the wallet.
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The Internet Computer enables decentralized computing through its unique architecture and features:
1. Decentralized Network:
The Internet Computer runs on a decentralized network of independent node machines located in data centers around the world. This network forms a subnet blockchain, which can infinitely expand its capacity by adding new nodes to the network.
2. Network Nervous System (NNS):
NNS is an open, permissionless on-chain DAO (decentralized autonomous organization) that anyone can participate in by staking ICP utility tokens into voting neurons. It helps to join new nodes and subnets to the Internet Computer network.
3. Smart Contracts:
The Internet Computer hosts smart contracts, which are interoperable computing units consisting of code and state. These smart contracts enable developers to build and deploy decentralized applications (dapps) and systems on the Internet Computer.
4. Scalability:
The Internet Computer expands its capacity by adding new nodes to the network and creating additional subnets. It can independently process updates and query calls without relying on other subnets, enabling it to support tens of millions of users.
5. Consensus algorithm:
The Internet computer uses a consensus algorithm that allows independent node machines to reach consensus on calculations "without trust". This ensures that the network is resistant to corruption and the results are stored in the blockchain immutably.
#ICP $ICP
1. Decentralized Network:
The Internet Computer runs on a decentralized network of independent node machines located in data centers around the world. This network forms a subnet blockchain, which can infinitely expand its capacity by adding new nodes to the network.
2. Network Nervous System (NNS):
NNS is an open, permissionless on-chain DAO (decentralized autonomous organization) that anyone can participate in by staking ICP utility tokens into voting neurons. It helps to join new nodes and subnets to the Internet Computer network.
3. Smart Contracts:
The Internet Computer hosts smart contracts, which are interoperable computing units consisting of code and state. These smart contracts enable developers to build and deploy decentralized applications (dapps) and systems on the Internet Computer.
4. Scalability:
The Internet Computer expands its capacity by adding new nodes to the network and creating additional subnets. It can independently process updates and query calls without relying on other subnets, enabling it to support tens of millions of users.
5. Consensus algorithm:
The Internet computer uses a consensus algorithm that allows independent node machines to reach consensus on calculations "without trust". This ensures that the network is resistant to corruption and the results are stored in the blockchain immutably.
#ICP $ICP
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The Internet Computer is a decentralized network that introduces several important concepts to the world of blockchain and smart contract technology. Here is an overview of some of the most important concepts:
1. Smart Contracts and Dapps:
Smart contracts are self-executing contracts with the terms of the agreement directly written into code. Dapps (decentralized applications) are applications that run on a peer-to-peer network (rather than a single computer).
2. Tokens:
Tokens on the Internet Computer are digital assets that can represent various forms of value, such as currency, voting rights, or access rights.
3. Network Nervous System (NNS):
NNS is a system that manages the network, including creating new containers (smart contracts) and allocating resources.
4. Internet Identity:
Internet Identity is a decentralized identity system that allows users to self-verify and manage their digital identity without relying on centralized authorities.
Containers: Containers are smart contracts that run on the Internet Computer. They are the building blocks of dapps and provide a secure and efficient way to deploy and run code on the network.
5. Service Nervous System (SNS):
SNS is a DAO (Decentralized Autonomous Organization) framework for dapps that provides governance and management capabilities for decentralized applications.
These concepts together enable the Internet Computer to offer fast, low-cost, low-energy, and transparent network scaling, making it a powerful platform for building and deploying decentralized applications.
1. Smart Contracts and Dapps:
Smart contracts are self-executing contracts with the terms of the agreement directly written into code. Dapps (decentralized applications) are applications that run on a peer-to-peer network (rather than a single computer).
2. Tokens:
Tokens on the Internet Computer are digital assets that can represent various forms of value, such as currency, voting rights, or access rights.
3. Network Nervous System (NNS):
NNS is a system that manages the network, including creating new containers (smart contracts) and allocating resources.
4. Internet Identity:
Internet Identity is a decentralized identity system that allows users to self-verify and manage their digital identity without relying on centralized authorities.
Containers: Containers are smart contracts that run on the Internet Computer. They are the building blocks of dapps and provide a secure and efficient way to deploy and run code on the network.
5. Service Nervous System (SNS):
SNS is a DAO (Decentralized Autonomous Organization) framework for dapps that provides governance and management capabilities for decentralized applications.
These concepts together enable the Internet Computer to offer fast, low-cost, low-energy, and transparent network scaling, making it a powerful platform for building and deploying decentralized applications.
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The Internet Computer has several key differences from other blockchains:
Transaction Finality:
The Internet Computer has an average transaction finality of 2 seconds, which is much faster than many other blockchains. Finality refers to the average time from the proposal of a new valid block containing a transaction to the point where that block is finalized and its contents are guaranteed not to be reversed or modified. This speed sets the Internet Computer apart from other blockchains, some of which only provide probabilistic finality.
No Cloud Nodes:
Unlike other blockchains, Internet Computer nodes do not run on any cloud providers (such as Amazon Web Services, Google, Microsoft, and Alibaba). Instead, over 400 nodes operate from independent data centers around the world, with the number of nodes growing exponentially. This decentralized approach reduces the risk of providers suddenly shutting down relevant nodes and degrading network performance.
Smart Contracts and Containers:
The Internet Computer is equipped with next-generation smart contracts called containers, which can be used to build the frontend and backend of applications entirely on-chain. Containers are also network services, meaning they can interact directly with traditional web browsers and other blockchain networks (like Bitcoin and Ethereum) without relying on centralized cloud services. This creates a user experience that is as seamless and smooth as traditional web applications.
Decentralized Applications:
The Internet Computer is being developed as a general-purpose blockchain where anything can be built on-chain at scale. This is very different from other blockchains and is closer to the internet we are familiar with today, just without the centralized pain points, where end-users of applications are vulnerable to attacks from hackers, censorship, and the vested interests of large tech companies.
These differences highlight the Internet Computer's focus on speed, decentralization, and user experience, setting it apart from traditional blockchains.
Transaction Finality:
The Internet Computer has an average transaction finality of 2 seconds, which is much faster than many other blockchains. Finality refers to the average time from the proposal of a new valid block containing a transaction to the point where that block is finalized and its contents are guaranteed not to be reversed or modified. This speed sets the Internet Computer apart from other blockchains, some of which only provide probabilistic finality.
No Cloud Nodes:
Unlike other blockchains, Internet Computer nodes do not run on any cloud providers (such as Amazon Web Services, Google, Microsoft, and Alibaba). Instead, over 400 nodes operate from independent data centers around the world, with the number of nodes growing exponentially. This decentralized approach reduces the risk of providers suddenly shutting down relevant nodes and degrading network performance.
Smart Contracts and Containers:
The Internet Computer is equipped with next-generation smart contracts called containers, which can be used to build the frontend and backend of applications entirely on-chain. Containers are also network services, meaning they can interact directly with traditional web browsers and other blockchain networks (like Bitcoin and Ethereum) without relying on centralized cloud services. This creates a user experience that is as seamless and smooth as traditional web applications.
Decentralized Applications:
The Internet Computer is being developed as a general-purpose blockchain where anything can be built on-chain at scale. This is very different from other blockchains and is closer to the internet we are familiar with today, just without the centralized pain points, where end-users of applications are vulnerable to attacks from hackers, censorship, and the vested interests of large tech companies.
These differences highlight the Internet Computer's focus on speed, decentralization, and user experience, setting it apart from traditional blockchains.
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🚀 The Internet Computer is a decentralized computing platform based on blockchain, used for developing and hosting secure and scalable software.
🚀 It allows developers to build and deploy applications, smart contracts, and other software directly on the blockchain, providing a new way to create and run internet services.
🚀 The Internet Computer aims to decentralize and democratize internet infrastructure using blockchain technology, thus providing a more open, secure, and efficient internet.
#ICP $ICP
🚀 It allows developers to build and deploy applications, smart contracts, and other software directly on the blockchain, providing a new way to create and run internet services.
🚀 The Internet Computer aims to decentralize and democratize internet infrastructure using blockchain technology, thus providing a more open, secure, and efficient internet.
#ICP $ICP
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Built for Scalability: How the Internet Computer Enables Infinite Scaling for Web3 Dapps
The Internet Computer enables decentralized applications and systems to support tens of millions of users.
The success of Bitcoin as a decentralized digital currency has sparked global adoption of blockchain technology. Over the years, blockchain has proven to have transformative potential, replacing centralized control systems with decentralized, community-run alternatives. When Ethereum introduced smart contracts, it helped create a global settlement layer governed and regulated by its own users.
To enable developers to fully build an anti-censorship Web3 experience on-chain, the final essential element is the 'World Computer' — a concept that first emerged in the early Ethereum community. DFINITY founder and chief scientist Dominic Williams gathered over 200 world-renowned cryptographers, distributed systems engineers, and programming language experts from companies like Google, Amazon, Microsoft, and IBM to tackle the enormous challenge of building the Internet Computer, which is powerful enough to support infinitely scalable Web3 dapps.
The success of Bitcoin as a decentralized digital currency has sparked global adoption of blockchain technology. Over the years, blockchain has proven to have transformative potential, replacing centralized control systems with decentralized, community-run alternatives. When Ethereum introduced smart contracts, it helped create a global settlement layer governed and regulated by its own users.
To enable developers to fully build an anti-censorship Web3 experience on-chain, the final essential element is the 'World Computer' — a concept that first emerged in the early Ethereum community. DFINITY founder and chief scientist Dominic Williams gathered over 200 world-renowned cryptographers, distributed systems engineers, and programming language experts from companies like Google, Amazon, Microsoft, and IBM to tackle the enormous challenge of building the Internet Computer, which is powerful enough to support infinitely scalable Web3 dapps.
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Integrating OpenID providers into Internet Identity authentication
Currently, Internet Identity uses two main methods to verify its users: keys and passphrases.
DFINITY is exploring the possibility of adding OpenID providers as an authentication method.
This means that users of Internet Identity can create identities using Google or GitHub and then log in to their favorite dapps in the same way.
OpenID providers will supplement keys as an additional authentication method, but whether to use keys for connection depends on the user. Internet Identity will still consider keys as the primary method of authentication.
DFINITY is exploring the possibility of adding OpenID providers as an authentication method.
This means that users of Internet Identity can create identities using Google or GitHub and then log in to their favorite dapps in the same way.
OpenID providers will supplement keys as an additional authentication method, but whether to use keys for connection depends on the user. Internet Identity will still consider keys as the primary method of authentication.
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📔Blog: How ORIGYN Digital Certificates Validate Luxury Assets
▶️ORIGYN is developing a solution to overcome the challenges of traditional luxury asset authentication by creating digital certificates as immutable records of authenticity and ownership. Learn more about how this technology works and its practical applications.
#ICP $ICP
▶️ORIGYN is developing a solution to overcome the challenges of traditional luxury asset authentication by creating digital certificates as immutable records of authenticity and ownership. Learn more about how this technology works and its practical applications.
#ICP $ICP
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The main advantages of the Self-Writing Internet include:
1. Usability: Users can interact with the system using natural language, lowering the technical barrier, enabling non-technical individuals to create and manage their own applications.
2. Rapid Development: With the Self-Writing Internet, the speed of developing new applications is significantly increased, allowing for faster market response and innovation.
3. Cost-Effectiveness: It reduces the time and human resources required for software development, lowering operational costs for businesses and individuals.
4. Decentralization: It enhances the decentralized nature of the network, reducing dependence on large corporations or single entities, and improving data security and privacy.
5. Personalized Customization: Users can freely customize services and features according to their needs and preferences, better aligning with the specific requirements of individuals or businesses.
6. Community and Collaboration: It promotes collaboration among users and community building, encouraging knowledge sharing and collective innovation.
These advantages give the Self-Writing Internet immense potential in promoting technological democratization and creating new economic models.
#ICP $ICP
1. Usability: Users can interact with the system using natural language, lowering the technical barrier, enabling non-technical individuals to create and manage their own applications.
2. Rapid Development: With the Self-Writing Internet, the speed of developing new applications is significantly increased, allowing for faster market response and innovation.
3. Cost-Effectiveness: It reduces the time and human resources required for software development, lowering operational costs for businesses and individuals.
4. Decentralization: It enhances the decentralized nature of the network, reducing dependence on large corporations or single entities, and improving data security and privacy.
5. Personalized Customization: Users can freely customize services and features according to their needs and preferences, better aligning with the specific requirements of individuals or businesses.
6. Community and Collaboration: It promotes collaboration among users and community building, encouraging knowledge sharing and collective innovation.
These advantages give the Self-Writing Internet immense potential in promoting technological democratization and creating new economic models.
#ICP $ICP
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Self-written Internet and AI: The technological revolution in 2025 will lead to a new era of decentralization
In 2025, the deep integration of decentralized Internet ecosystem and artificial intelligence (AI) will lead to a technological revolution. The rise of the emerging concept of self-writing Internet will completely change the operation mode of traditional Internet technology, promote the evolution of the global digital ecosystem, and bring unprecedented changes in application development and service creation.
Self-written Internet: A digital space that everyone can create
Self-Writing Internet refers to a framework that uses artificial intelligence technology to quickly generate and customize Internet services by allowing users to interact with the network intelligently through natural language. This technology enables both ordinary users and enterprises to design, develop and deploy their own network applications without a deep technical background.
Self-written Internet: A digital space that everyone can create
Self-Writing Internet refers to a framework that uses artificial intelligence technology to quickly generate and customize Internet services by allowing users to interact with the network intelligently through natural language. This technology enables both ordinary users and enterprises to design, develop and deploy their own network applications without a deep technical background.
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ICP for a Better World - Transparency for NGOs 🌍
Internet Computer Protocols have the potential to enable NGOs to operate transparently, ensuring accountability and building trust with donors and beneficiaries. Here’s how ICP is reshaping NGO operations: 👇👇
Immutable Records
🔹With ICP, NGOs can store activity logs, financial records, and impact reports immutably on-chain. This tamper-proof system ensures all records remain accurate and accessible to stakeholders.
Smart Contracts for Fund Management
🔹ICP’s jar smart contracts automatically and transparently manage fund allocations, reducing abuse and ensuring every dollar is accounted for. Stakeholders can verify how donations are spent in real-time.
Tokenized Governance
🔹Using ICP’s SNS framework, NGOs can tokenize their operations, enabling donors and beneficiaries to participate in governance decisions. This promotes fairness and transparency in organizational policies.
Real-Time Dashboards
🔹NGOs can build dashboards powered by ICP to provide real-time updates on their activities, finances, and impact. This transparency fosters trust and strengthens relationships with donors and communities.
Interoperability and Collaboration
🔹ICP’s support for interoperability enables NGOs to seamlessly collaborate with other organizations and share transparent data, facilitating unified efforts to address global challenges.
Why this matters❓
🔹By leveraging ICP’s decentralized and transparent capabilities, NGOs can operate more efficiently, build trust, and maximize their impact. It’s not just about transparency — it’s about changing the way the world works.
🌟Explore the future of NGO transparency with ICP
#ICP $ICP
Internet Computer Protocols have the potential to enable NGOs to operate transparently, ensuring accountability and building trust with donors and beneficiaries. Here’s how ICP is reshaping NGO operations: 👇👇
Immutable Records
🔹With ICP, NGOs can store activity logs, financial records, and impact reports immutably on-chain. This tamper-proof system ensures all records remain accurate and accessible to stakeholders.
Smart Contracts for Fund Management
🔹ICP’s jar smart contracts automatically and transparently manage fund allocations, reducing abuse and ensuring every dollar is accounted for. Stakeholders can verify how donations are spent in real-time.
Tokenized Governance
🔹Using ICP’s SNS framework, NGOs can tokenize their operations, enabling donors and beneficiaries to participate in governance decisions. This promotes fairness and transparency in organizational policies.
Real-Time Dashboards
🔹NGOs can build dashboards powered by ICP to provide real-time updates on their activities, finances, and impact. This transparency fosters trust and strengthens relationships with donors and communities.
Interoperability and Collaboration
🔹ICP’s support for interoperability enables NGOs to seamlessly collaborate with other organizations and share transparent data, facilitating unified efforts to address global challenges.
Why this matters❓
🔹By leveraging ICP’s decentralized and transparent capabilities, NGOs can operate more efficiently, build trust, and maximize their impact. It’s not just about transparency — it’s about changing the way the world works.
🌟Explore the future of NGO transparency with ICP
#ICP $ICP
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Exploring the combination of blockchain and artificial intelligence: Dominic Williams and Michael Turpin's fireside chat
In a fireside chat, Dominick Williams and Michael Terpin explored the combination of artificial intelligence (AI) and blockchain, emphasizing the great potential of blockchain as a computing platform, especially in supporting more secure and efficient smart contracts. The two guests reviewed the early development of cryptocurrency, discussed the core role of smart contracts in decentralized applications, and explored how blockchain technology can be used to solve the growing cybersecurity problem. They also looked forward to the industry changes that blockchain-based AI models may bring in the next three to five years, especially in terms of data security and autonomy, and emphasized the unique advantages of blockchain in protecting sensitive data.
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"Self-Written Internet" will completely change the rules of the game for internet computing:
1) "Robby Robot" 🤖✨ is about to be released, and it can synthesize valuable custom web applications and services as needed.
2) Its hidden working principle relies on *truly* fully on-chain web3.
3) And today it only happens on #ICP
1) "Robby Robot" 🤖✨ is about to be released, and it can synthesize valuable custom web applications and services as needed.
2) Its hidden working principle relies on *truly* fully on-chain web3.
3) And today it only happens on #ICP
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Dominic Williams 'The ICP is About to Experience the AI x Internet Revolution'
Self-written sovereign network applications and internet services that can be updated in real time simply by speaking.
The Internet Computer is designed for this, and this work has been ongoing for many years. Today, I want to delve into this topic for the first time. Please note — do not confuse this area of work with the AI capabilities of the ICP network (for newcomers: the Internet Computer is undoubtedly the only public network in the world that can host and run AI in a smart contract mode, which allows it to reside on the network and be decentralized, secure, and unstoppable. For example, I recently demonstrated an on-chain neural network performing facial recognition, and upcoming enhancements to the ICP protocol will also allow LLMs to run as smart contracts). Today, I want to discuss a very different challenge that ICP will help the world address, which is creating and updating *running* web applications and internet services simply by speaking. Users will create these models for various purposes, such as creating a secure personal note manager or personal website, or creating social media, games, web3, or enterprise infrastructure models for others that involve online communities of all sizes, simply by issuing commands in natural language. Also, note that this is a much larger and different challenge compared to using AI to write and review software, which is already happening on a large scale. This goes far beyond the scope, and I will explain the reasons below…
The Internet Computer is designed for this, and this work has been ongoing for many years. Today, I want to delve into this topic for the first time. Please note — do not confuse this area of work with the AI capabilities of the ICP network (for newcomers: the Internet Computer is undoubtedly the only public network in the world that can host and run AI in a smart contract mode, which allows it to reside on the network and be decentralized, secure, and unstoppable. For example, I recently demonstrated an on-chain neural network performing facial recognition, and upcoming enhancements to the ICP protocol will also allow LLMs to run as smart contracts). Today, I want to discuss a very different challenge that ICP will help the world address, which is creating and updating *running* web applications and internet services simply by speaking. Users will create these models for various purposes, such as creating a secure personal note manager or personal website, or creating social media, games, web3, or enterprise infrastructure models for others that involve online communities of all sizes, simply by issuing commands in natural language. Also, note that this is a much larger and different challenge compared to using AI to write and review software, which is already happening on a large scale. This goes far beyond the scope, and I will explain the reasons below…