Get live statistics and analysis of S's profile on X / Twitter

✅ Quick Evaluation @zama ama is building what it calls the Zama Confidential Blockchain Protocol: a confidentiality layer powered by Fully Homomorphic Encryption (FHE) that lets smart contracts compute on encrypted data. Its strategy: not a new chain but a layer on top of existing L1s L2s so projects can adopt without fully switching ecosystems. Recently, Zama raised $57 M in Series B so valuation exceeded $1 billion. Use cases for NFT tokenization DeFi confidentiality seem part of the roadmap confidential token transfers encrypted balances etc But If you’re specifically referencing Zama NFTs the public documentation focuses more on protocol + FHE + tokens than mass NFT drops. So treat NFT reference carefully may be early or speculative. ^ MANİFESTİNG @zama OG NFT🤞 #ZamaCreatorProgram

🧠 What is Zama and why is it a big deal in cryptography? Zama is an open-source cryptography company building state-of-the-art Fully Homomorphic Encryption (FHE) solutions — a revolutionary technology that lets you compute on encrypted data without ever decrypting it. 🔐 Let’s dive in 👇 1️⃣ What is FHE? Normally, when we encrypt data, it has to be decrypted before use — which exposes it to potential leaks or attacks. FHE changes the game by allowing computations directly on encrypted data. The result remains encrypted until the end, keeping privacy fully intact. 💡 2️⃣ Why does it matter? Imagine: •Banks analyzing customer data without seeing it •AI models training on private data without ever revealing it •Healthcare sharing sensitive data safely across institutions That’s the promise of FHE — combining utility + privacy. 🛡️ 3️⃣ What is Zama building? Zama develops open-source FHE libraries and tools (like Concrete and TFHE-rs) designed for developers and blockchain innovators. Their goal? To make privacy-preserving computation accessible and practical for everyone. ⚙️ 4️⃣ FHE in Blockchain On-chain data is transparent — great for security, but terrible for privacy. Zama’s FHE tech enables encrypted smart contracts, unlocking private DeFi, confidential NFTs, and new forms of secure collaboration. 🧩 5️⃣ Why open source matters By keeping everything open-source, Zama invites the global developer community to innovate, contribute, and accelerate the adoption of FHE technologies. 🌍 — 🔗 Learn more: zama.ai The future of data privacy isn’t about hiding data — it’s about computing securely without ever exposing it. #Zama #FHE #Cryptography #Blockchain #PrivacyTech #AI #Web3

ZK opened the door to privacy. FHE makes it limitless. @zama_fhe is rebuilding Web3 on the foundation of privacy. 🔐 Encrypted data, transparent results. #ZamaCreatorProgram What was once a theoretical breakthrough is now an SDK for confidential computing. Developers can integrate FHE just like making an API call—abstracting the math while preserving its guarantees. It’s a bridge from research paper to real-world protocol. The moment encryption stops being a wall and becomes a platform. Data stays private, yet still powers your apps. That’s the magic of FHE by @zama_fhe. Web3 privacy, unlocked—without ever unlocking your data. #ZamaCreatorProgram

“Zama: The Engine of Encrypted Evolution” In a world where data is fuel and privacy is freedom, Zama rides ahead — sleek, powerful, unstoppable. Built on Fully Homomorphic Encryption, it’s not just coding the future; it’s encrypting it in motion. Every block, every contract, every byte stays private, yet connected. Zama isn’t here to follow the road — it’s paving a new one, where transparency meets confidentiality, and innovation roars louder than ever. #ZamaCreatorProgram #Zama #FHE #ConfidentialBlockchain #NextGenCrypto

It's never too late for anything ⌛️ Good morning, friends, @zama_fhe Creator Program Season 3 will end in about 5 days. This week is raise week Sensitive data is secure. Magic? @zama_fhe 's Fully Homomorphic Encryption Compute without decryption, without compromising privacy. Ideal for anyone who values ​​finance, health, and privacy. Open source. Developer friendly. Future-proof. The OG NFT demand page is also live, and some details are already known: • Total supply: 3500 • Mint chain: Ethereum mainnet • Mint date: TBA Eligible groups for this upcoming NFT: • Researchers • Developers • Content Creators

Unlocking the Future of Privacy: Zama & Fully Homomorphic Encryption (FHE) In an age where data is the new currency—and where each transaction, identity verification and interaction leaves a digital trace—the question is no longer if privacy matters, but how. Enter Zama, a pioneering open-source cryptography company building state-of-the-art Fully Homomorphic Encryption (FHE) solutions for blockchain and beyond. 1. What is FHE and why should you care? Traditional encryption protects your data at rest or in transit—but it fails when you need to use the data. With standard models, you decrypt the data, expose it to risk, perform computation and then re-encrypt. FHE flips the script: you compute on encrypted data directly, and the result remains encrypted until the very end. This means the data is never exposed, yet fully usable. 2. The challenge in blockchain & Web3 Public blockchains excel at transparency, auditability and decentralization—but those strengths carry a serious privacy cost. Every transaction, balance, contract state can become visible. For consumers, enterprises or institutions handling sensitive data (finance, identity, healthcare), that’s a non-starter. 3. How Zama solves it Zama doesn’t create a new chain—it layers confidentiality on top of existing infrastructure. Their protocol uses FHE together with support systems like threshold decryption (via multi-party computation) and coprocessors to handle encrypted smart contracts. The result: developers can write contracts in familiar languages (e.g., Solidity) but the underlying data stays encrypted end-to-end. 4. Key advantages spotlight •Developer-friendly: No need to learn exotic new languages. Use what you know, but build for privacy. •Composable & scalable: Works across EVM chains and aims to support high throughput via hardware acceleration. •Programmable privacy: Smart contracts themselves can define who can decrypt what, enabling flexible access-control. •Enterprise & consumer readiness: From confidential DeFi and tokenization to encrypted AI and identity systems, Zama unlocks use cases that traditional public chains struggled to support. 5. Real-world impact Imagine: a DAO voting system where votes and results remain confidential; a lending platform where amounts and borrower identities are encrypted but still trusted; or an AI model trained on encrypted user data without ever exposing personal information. These are no longer hypothetical—they are becoming practical with Zama’s stack. 6. Why it matters now Privacy isn’t just a “nice to have.” Regulation is tightening, users are demanding control over their data, and businesses need scalable solutions that don’t compromise on decentralization. Zama sits at the intersection of these forces. — 🔗 Want to dive deeper? Visit zama.ai for their litepaper, developer tools and roadmap. Privacy is no longer about hiding—it’s about enabling. #Zama #FHE #PrivacyTech #Blockchain #ConfidentialComputing #Web3 #CryptoInnovation

I'm confident that more than half of the ZAMA Top 1000 will be Turkish CTs. Generally speaking, when I look at it globally, I see that Turkish CTs are ahead in both engagement and originality in ZAMA content. There are those among us who have given up. Don't give up; see the results, don't rush. @zama_fhe The majority of OG NFTs will come to the Turkish community, that's all. Let me write the content here to make the post cheerful 😁 Zama FHE is simply: Calculated magic while your data remains encrypted! Like editing the box without opening it. Zama is moving it to the blockchain. Story Time: Cryptographic Smart Contracts - Private Voting: Cast your vote encrypted, and the total will be counted without being revealed! There's no manipulation in DAOs. Metaphor: Election with an invisible cloak. - Healthcare: The report is in a locked vault, analyzed by AI – safe even if hacked! Metaphor: The gardener waters the seed without seeing it. Image: Data dancing in an encrypted castle Why is it important? End data leaks, secure DeFi/AI on Web3. Turn noise into knowledge. Let's collaborate, share consistently, and buy the OG NFT without giving up. Just leave a comment and I'll get back to you immediately.

Zama'nın TFHE'si: Güvensiz Bir Gelecek İçin Gizliliği Koruyan Hesaplama Verilerin sürekli olarak açığa çıktığı dijital bir dünyada, Zama'nın TFHE çerçevesi, ödün vermeden radikal bir hesaplama değişimi sunuyor. Tam homomorfik şifreleme (TFHE) teknolojisinden yararlanan @zama_fhe şifrelenmiş verilerin içeriğini hiçbir zaman açığa çıkarmadan işlenmesini sağlıyor. Bu sadece teknik bir atılım değil, aynı zamanda dijital egemenliğe dair felsefi bir duruş. Zama ile gizlilik bir özellik değil, temeldir. #zama farklı kılan, TFHE'nin geliştirici iş akışlarına kusursuz entegrasyonudur. İster yapay zeka modelleri, ister finansal araçlar veya sağlık platformları geliştiriyor olun, Zama'nın altyapısı hassas verilerin tüm yaşam döngüsü boyunca korunmasını sağlar. TFHE kullanımı, güvenli, ölçeklenebilir ve verimli hesaplama sağlayarak gerçek dünya performansı sunan güvensiz sistemler oluşturmayı mümkün kılar. $zama ekosistemi genişledikçe etkisi daha somut hale geliyor. Açık kaynaklı kütüphanelerden kurumsal düzeydeki dağıtımlara kadar Zama, gizlilik ve kullanılabilirliğin bir arada var olabileceğini kanıtlıyor. TFHE artık niş bir kavram değil, şifreli mantığın yeni bir çağını yönlendiren motor. Ve Zama'nın öncülüğünde, güvenli hesaplamanın geleceği sadece mümkün değil, zaten burada. #ZamaCreatorProgram

The Entient project is a great one. I've been following it for a while, and I'd like to explain its logic, how it differs from other AIs, and why we might use it. I'll try not to bore you with too much jargon. @SentientAGI is a system that aims to make AI models openly accessible, monetize their developers, and prevent unauthorized use. This is based on three principles called OML. So, what is this OML? Open Access: The model can be downloaded and run by anyone on their own device. It can be used locally, without data being shared. Monetizable: To use the model, a permission token must be obtained from the developer. This allows for per-use pricing, subscriptions, or custom licensing. Loyal: The model will only function correctly if a valid permission token is present. Otherwise, it will produce useless results. So how does this system work? he developer generates permission tokens with their private key. Token validation logic is built into the model. When the user wants to work with the model, they provide a valid token. If the token is valid, the correct result is produced; otherwise, the output is useless. This structure is protected in cryptography and artificial intelligence using techniques like "fingerprinting." To put it simply: you have a key and want to open a door. The key's gears become tokens. If these gears don't fit the door, the door won't open. The door's lock is fingerprinting technology. Why is this important? @SentientAGI There are currently two extremes in the world of AI: Closed systems (e.g., GPT, Gemini): Secure, but completely centralized and restricted. They are centralized and under someone's control. Fully open systems (e.g., Llama): Transparent, but difficult for developers to monetize and maintain the model. Therefore, they are not preferred. Sentient combines the best of both worlds, providing sustainable revenue for developers through open source and control, all while maintaining ethical and safe usage. What can it provide in the future? Open source models can enable self-revenue generation. Small developers can compete with large companies. AI development becomes more democratic. Dependence on monopolies decreases. Why might people choose @SentientAGI in the future? We can look at this through three roles in the Web3 ecosystem: For users: Data privacy, local operation, and internet-free use. For developers: Monetization, copyright protection, and abuse prevention. For the community: An open and sustainable AI ecosystem. This is an overview of Sentient. I will continue to update you on this topic periodically. gSenti

Canton Network: The Institutional Blockchain Connecting Global Finance @CantonNetwork is a public, privacy-enabled blockchain purpose-built for the institutional financial ecosystem. Its mission is to connect traditional finance with blockchain technology, ensuring confidentiality, compliance, control, and interoperability across global markets. ⸻ Key Capabilities •Designed for banks, exchanges, asset managers, and financial market infrastructures •Enables atomic transactions between payment, custody, and settlement systems •Provides granular privacy — data is visible only to relevant participants •Ensures regulatory compliance and data ownership for each institution •Built to support real-world asset (RWA) tokenization, collateral mobility, and 24/7 settlement ⸻ /Architecture a) Core Structure Powered by DAML, a smart contract language optimized for multi-party workflows, Canton features a layered architecture: •Layer 1 – Participant Nodes: Each institution operates its own node, maintaining full control and sovereignty over its data. •Layer 2 – Sync Domains: Manage coordination and encrypted communication among participant nodes, ensuring consistency and privacy across workflows. •Layer 3 – Global Synchronizer: Connects independent domains, enabling cross-application, cross-institution atomic transactions across the global network. ⸻ b) Privacy, Control & Interoperability •Privacy: Only participants involved in a transaction can access the relevant data. •Control: Each institution enforces its own governance and compliance policies. •Interoperability: Institutions across different domains can interact seamlessly without compromising privacy. ⸻ /Institutional Advantages ✅ Compliance-first design for regulated markets ✅ End-to-end privacy for multi-party financial workflows ✅ Operational efficiency through real-time atomic settlement ✅ Scalable interoperability connecting isolated financial systems ✅ Trusted infrastructure for tokenized assets and digital finance ⸻ /Vision Canton Network represents the next generation of financial infrastructure — where traditional finance meets blockchain. By combining privacy, control, and cross-ledger connectivity, it enables a truly interoperable global financial ecosystem. The future of finance is interconnected. Canton Network is where that connection happens.

ZAMA Mainnet @zama_fhe is preparing to launch its mainnet in Q4, aiming to bring true privacy to blockchain protocols. The TGE for the $ZAMA token is planned for the end of the year. Once the mainnet goes live, developers will be able to integrate Zama's technology into their projects to develop private SVM-based applications. On-chain DAO voting has long been vulnerable to manipulation due to the public nature of the votes. Zama's FHE technology, however, guarantees both privacy and trust by keeping individual votes secret and only revealing the final result. #ZamaCreatorProgram #ZAMA

🎬 Zama: Sezon 4 – The Era of Encrypted Computation Every new season at Zama isn’t just a chapter — it’s an upgrade in privacy technology. In Season 4, we’re pushing the limits of Fully Homomorphic Encryption (FHE): 🔐 Compute on encrypted data faster than ever. 🌐 Empower developers with open-source FHE tools. 🚀 Build blockchain solutions that redefine trust. Privacy is no longer a feature — it’s the foundation. Welcome to Season 4 of encrypted innovation. #ZamaCreatorProgram #Zama #FHE #PrivacyTech #Blockchain #OpenSource #Web3

#CantonMemeContest 😄

💜@monad

✅ Quick Evaluation @zama ama is building what it calls the Zama Confidential Blockchain Protocol: a confidentiality layer powered by Fully Homomorphic Encryption (FHE) that lets smart contracts compute on encrypted data. Its strategy: not a new chain but a layer on top of existing L1s L2s so projects can adopt without fully switching ecosystems. Recently, Zama raised $57 M in Series B so valuation exceeded $1 billion. Use cases for NFT tokenization DeFi confidentiality seem part of the roadmap confidential token transfers encrypted balances etc But If you’re specifically referencing Zama NFTs the public documentation focuses more on protocol + FHE + tokens than mass NFT drops. So treat NFT reference carefully may be early or speculative. ^ MANİFESTİNG @zama OG NFT🤞 #ZamaCreatorProgram

🧠 What is Zama and why is it a big deal in cryptography? Zama is an open-source cryptography company building state-of-the-art Fully Homomorphic Encryption (FHE) solutions — a revolutionary technology that lets you compute on encrypted data without ever decrypting it. 🔐 Let’s dive in 👇 1️⃣ What is FHE? Normally, when we encrypt data, it has to be decrypted before use — which exposes it to potential leaks or attacks. FHE changes the game by allowing computations directly on encrypted data. The result remains encrypted until the end, keeping privacy fully intact. 💡 2️⃣ Why does it matter? Imagine: •Banks analyzing customer data without seeing it •AI models training on private data without ever revealing it •Healthcare sharing sensitive data safely across institutions That’s the promise of FHE — combining utility + privacy. 🛡️ 3️⃣ What is Zama building? Zama develops open-source FHE libraries and tools (like Concrete and TFHE-rs) designed for developers and blockchain innovators. Their goal? To make privacy-preserving computation accessible and practical for everyone. ⚙️ 4️⃣ FHE in Blockchain On-chain data is transparent — great for security, but terrible for privacy. Zama’s FHE tech enables encrypted smart contracts, unlocking private DeFi, confidential NFTs, and new forms of secure collaboration. 🧩 5️⃣ Why open source matters By keeping everything open-source, Zama invites the global developer community to innovate, contribute, and accelerate the adoption of FHE technologies. 🌍 — 🔗 Learn more: zama.ai The future of data privacy isn’t about hiding data — it’s about computing securely without ever exposing it. #Zama #FHE #Cryptography #Blockchain #PrivacyTech #AI #Web3

ZK opened the door to privacy. FHE makes it limitless. @zama_fhe is rebuilding Web3 on the foundation of privacy. 🔐 Encrypted data, transparent results. #ZamaCreatorProgram What was once a theoretical breakthrough is now an SDK for confidential computing. Developers can integrate FHE just like making an API call—abstracting the math while preserving its guarantees. It’s a bridge from research paper to real-world protocol. The moment encryption stops being a wall and becomes a platform. Data stays private, yet still powers your apps. That’s the magic of FHE by @zama_fhe. Web3 privacy, unlocked—without ever unlocking your data. #ZamaCreatorProgram

“Zama: The Engine of Encrypted Evolution” In a world where data is fuel and privacy is freedom, Zama rides ahead — sleek, powerful, unstoppable. Built on Fully Homomorphic Encryption, it’s not just coding the future; it’s encrypting it in motion. Every block, every contract, every byte stays private, yet connected. Zama isn’t here to follow the road — it’s paving a new one, where transparency meets confidentiality, and innovation roars louder than ever. #ZamaCreatorProgram #Zama #FHE #ConfidentialBlockchain #NextGenCrypto

I'm confident that more than half of the ZAMA Top 1000 will be Turkish CTs. Generally speaking, when I look at it globally, I see that Turkish CTs are ahead in both engagement and originality in ZAMA content. There are those among us who have given up. Don't give up; see the results, don't rush. @zama_fhe The majority of OG NFTs will come to the Turkish community, that's all. Let me write the content here to make the post cheerful 😁 Zama FHE is simply: Calculated magic while your data remains encrypted! Like editing the box without opening it. Zama is moving it to the blockchain. Story Time: Cryptographic Smart Contracts - Private Voting: Cast your vote encrypted, and the total will be counted without being revealed! There's no manipulation in DAOs. Metaphor: Election with an invisible cloak. - Healthcare: The report is in a locked vault, analyzed by AI – safe even if hacked! Metaphor: The gardener waters the seed without seeing it. Image: Data dancing in an encrypted castle Why is it important? End data leaks, secure DeFi/AI on Web3. Turn noise into knowledge. Let's collaborate, share consistently, and buy the OG NFT without giving up. Just leave a comment and I'll get back to you immediately.

It's never too late for anything ⌛️ Good morning, friends, @zama_fhe Creator Program Season 3 will end in about 5 days. This week is raise week Sensitive data is secure. Magic? @zama_fhe 's Fully Homomorphic Encryption Compute without decryption, without compromising privacy. Ideal for anyone who values ​​finance, health, and privacy. Open source. Developer friendly. Future-proof. The OG NFT demand page is also live, and some details are already known: • Total supply: 3500 • Mint chain: Ethereum mainnet • Mint date: TBA Eligible groups for this upcoming NFT: • Researchers • Developers • Content Creators

Zama'nın TFHE'si: Güvensiz Bir Gelecek İçin Gizliliği Koruyan Hesaplama Verilerin sürekli olarak açığa çıktığı dijital bir dünyada, Zama'nın TFHE çerçevesi, ödün vermeden radikal bir hesaplama değişimi sunuyor. Tam homomorfik şifreleme (TFHE) teknolojisinden yararlanan @zama_fhe şifrelenmiş verilerin içeriğini hiçbir zaman açığa çıkarmadan işlenmesini sağlıyor. Bu sadece teknik bir atılım değil, aynı zamanda dijital egemenliğe dair felsefi bir duruş. Zama ile gizlilik bir özellik değil, temeldir. #zama farklı kılan, TFHE'nin geliştirici iş akışlarına kusursuz entegrasyonudur. İster yapay zeka modelleri, ister finansal araçlar veya sağlık platformları geliştiriyor olun, Zama'nın altyapısı hassas verilerin tüm yaşam döngüsü boyunca korunmasını sağlar. TFHE kullanımı, güvenli, ölçeklenebilir ve verimli hesaplama sağlayarak gerçek dünya performansı sunan güvensiz sistemler oluşturmayı mümkün kılar. $zama ekosistemi genişledikçe etkisi daha somut hale geliyor. Açık kaynaklı kütüphanelerden kurumsal düzeydeki dağıtımlara kadar Zama, gizlilik ve kullanılabilirliğin bir arada var olabileceğini kanıtlıyor. TFHE artık niş bir kavram değil, şifreli mantığın yeni bir çağını yönlendiren motor. Ve Zama'nın öncülüğünde, güvenli hesaplamanın geleceği sadece mümkün değil, zaten burada. #ZamaCreatorProgram

ZAMA Mainnet @zama_fhe is preparing to launch its mainnet in Q4, aiming to bring true privacy to blockchain protocols. The TGE for the $ZAMA token is planned for the end of the year. Once the mainnet goes live, developers will be able to integrate Zama's technology into their projects to develop private SVM-based applications. On-chain DAO voting has long been vulnerable to manipulation due to the public nature of the votes. Zama's FHE technology, however, guarantees both privacy and trust by keeping individual votes secret and only revealing the final result. #ZamaCreatorProgram #ZAMA

🎬 Zama: Sezon 4 – The Era of Encrypted Computation Every new season at Zama isn’t just a chapter — it’s an upgrade in privacy technology. In Season 4, we’re pushing the limits of Fully Homomorphic Encryption (FHE): 🔐 Compute on encrypted data faster than ever. 🌐 Empower developers with open-source FHE tools. 🚀 Build blockchain solutions that redefine trust. Privacy is no longer a feature — it’s the foundation. Welcome to Season 4 of encrypted innovation. #ZamaCreatorProgram #Zama #FHE #PrivacyTech #Blockchain #OpenSource #Web3

Canton Network: The Institutional Blockchain Connecting Global Finance @CantonNetwork is a public, privacy-enabled blockchain purpose-built for the institutional financial ecosystem. Its mission is to connect traditional finance with blockchain technology, ensuring confidentiality, compliance, control, and interoperability across global markets. ⸻ Key Capabilities •Designed for banks, exchanges, asset managers, and financial market infrastructures •Enables atomic transactions between payment, custody, and settlement systems •Provides granular privacy — data is visible only to relevant participants •Ensures regulatory compliance and data ownership for each institution •Built to support real-world asset (RWA) tokenization, collateral mobility, and 24/7 settlement ⸻ /Architecture a) Core Structure Powered by DAML, a smart contract language optimized for multi-party workflows, Canton features a layered architecture: •Layer 1 – Participant Nodes: Each institution operates its own node, maintaining full control and sovereignty over its data. •Layer 2 – Sync Domains: Manage coordination and encrypted communication among participant nodes, ensuring consistency and privacy across workflows. •Layer 3 – Global Synchronizer: Connects independent domains, enabling cross-application, cross-institution atomic transactions across the global network. ⸻ b) Privacy, Control & Interoperability •Privacy: Only participants involved in a transaction can access the relevant data. •Control: Each institution enforces its own governance and compliance policies. •Interoperability: Institutions across different domains can interact seamlessly without compromising privacy. ⸻ /Institutional Advantages ✅ Compliance-first design for regulated markets ✅ End-to-end privacy for multi-party financial workflows ✅ Operational efficiency through real-time atomic settlement ✅ Scalable interoperability connecting isolated financial systems ✅ Trusted infrastructure for tokenized assets and digital finance ⸻ /Vision Canton Network represents the next generation of financial infrastructure — where traditional finance meets blockchain. By combining privacy, control, and cross-ledger connectivity, it enables a truly interoperable global financial ecosystem. The future of finance is interconnected. Canton Network is where that connection happens.

Unlocking the Future of Privacy: Zama & Fully Homomorphic Encryption (FHE) In an age where data is the new currency—and where each transaction, identity verification and interaction leaves a digital trace—the question is no longer if privacy matters, but how. Enter Zama, a pioneering open-source cryptography company building state-of-the-art Fully Homomorphic Encryption (FHE) solutions for blockchain and beyond. 1. What is FHE and why should you care? Traditional encryption protects your data at rest or in transit—but it fails when you need to use the data. With standard models, you decrypt the data, expose it to risk, perform computation and then re-encrypt. FHE flips the script: you compute on encrypted data directly, and the result remains encrypted until the very end. This means the data is never exposed, yet fully usable. 2. The challenge in blockchain & Web3 Public blockchains excel at transparency, auditability and decentralization—but those strengths carry a serious privacy cost. Every transaction, balance, contract state can become visible. For consumers, enterprises or institutions handling sensitive data (finance, identity, healthcare), that’s a non-starter. 3. How Zama solves it Zama doesn’t create a new chain—it layers confidentiality on top of existing infrastructure. Their protocol uses FHE together with support systems like threshold decryption (via multi-party computation) and coprocessors to handle encrypted smart contracts. The result: developers can write contracts in familiar languages (e.g., Solidity) but the underlying data stays encrypted end-to-end. 4. Key advantages spotlight •Developer-friendly: No need to learn exotic new languages. Use what you know, but build for privacy. •Composable & scalable: Works across EVM chains and aims to support high throughput via hardware acceleration. •Programmable privacy: Smart contracts themselves can define who can decrypt what, enabling flexible access-control. •Enterprise & consumer readiness: From confidential DeFi and tokenization to encrypted AI and identity systems, Zama unlocks use cases that traditional public chains struggled to support. 5. Real-world impact Imagine: a DAO voting system where votes and results remain confidential; a lending platform where amounts and borrower identities are encrypted but still trusted; or an AI model trained on encrypted user data without ever exposing personal information. These are no longer hypothetical—they are becoming practical with Zama’s stack. 6. Why it matters now Privacy isn’t just a “nice to have.” Regulation is tightening, users are demanding control over their data, and businesses need scalable solutions that don’t compromise on decentralization. Zama sits at the intersection of these forces. — 🔗 Want to dive deeper? Visit zama.ai for their litepaper, developer tools and roadmap. Privacy is no longer about hiding—it’s about enabling. #Zama #FHE #PrivacyTech #Blockchain #ConfidentialComputing #Web3 #CryptoInnovation

The Entient project is a great one. I've been following it for a while, and I'd like to explain its logic, how it differs from other AIs, and why we might use it. I'll try not to bore you with too much jargon. @SentientAGI is a system that aims to make AI models openly accessible, monetize their developers, and prevent unauthorized use. This is based on three principles called OML. So, what is this OML? Open Access: The model can be downloaded and run by anyone on their own device. It can be used locally, without data being shared. Monetizable: To use the model, a permission token must be obtained from the developer. This allows for per-use pricing, subscriptions, or custom licensing. Loyal: The model will only function correctly if a valid permission token is present. Otherwise, it will produce useless results. So how does this system work? he developer generates permission tokens with their private key. Token validation logic is built into the model. When the user wants to work with the model, they provide a valid token. If the token is valid, the correct result is produced; otherwise, the output is useless. This structure is protected in cryptography and artificial intelligence using techniques like "fingerprinting." To put it simply: you have a key and want to open a door. The key's gears become tokens. If these gears don't fit the door, the door won't open. The door's lock is fingerprinting technology. Why is this important? @SentientAGI There are currently two extremes in the world of AI: Closed systems (e.g., GPT, Gemini): Secure, but completely centralized and restricted. They are centralized and under someone's control. Fully open systems (e.g., Llama): Transparent, but difficult for developers to monetize and maintain the model. Therefore, they are not preferred. Sentient combines the best of both worlds, providing sustainable revenue for developers through open source and control, all while maintaining ethical and safe usage. What can it provide in the future? Open source models can enable self-revenue generation. Small developers can compete with large companies. AI development becomes more democratic. Dependence on monopolies decreases. Why might people choose @SentientAGI in the future? We can look at this through three roles in the Web3 ecosystem: For users: Data privacy, local operation, and internet-free use. For developers: Monetization, copyright protection, and abuse prevention. For the community: An open and sustainable AI ecosystem. This is an overview of Sentient. I will continue to update you on this topic periodically. gSenti

#CantonMemeContest 😄