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CORE PROPERTIES OF THE ZAMA PROTOCOL One of the standout features is end-to-end encryption: every input, every internal state is encrypted such that even the node operators can not see it. This ensures data privacy is preserved at all times. On top of that, Zama supports composability, so confidential contracts can interact with each other and with standard non-confidential contracts, allowing developers to build modular systems. Another compelling property is programmable confidentiality. Instead of having a one-size-fits-all privacy model, developers can write smart contracts that explicitly define who is allowed to decrypt which piece of data. This fine-grained control enables tradeoffs between privacy and access or compliance based on application needs. @zama_fhe is not a new chain; it is chain-agnostic. It layers onto existing blockchains, meaning users and developers don’t need to shift to an entirely new ecosystem or bridge assets. This makes adoption easier since existing infrastructure and wallets can still be used with confidential dapps. The cryptographic backbone is FHE, which allows computing directly over encrypted data without decrypting it first. This is combined with MPC (for decentralized key management) and ZK proofs (to guarantee correct encryption of inputs). The synergy of these techniques addresses limitations seen in other confidentiality systems. #ZamaCreatorProgram

Collaboration with 0G: Enabling Trust-Free Cross-Chain Data Availability @brevis_zk Network has joined forces with 0G to enhance cross-chain data availability through the use of zero-knowledge proofs. This collaboration aims to provide a secure and trust-free mechanism for accessing and verifying data across different blockchain networks. By leveraging Brevis's zkCoprocessor, 0G can offer developers the ability to perform computations on data from multiple blockchains without relying on centralized intermediaries. This approach ensures that data remains secure and verifiable, aligning with the principles of decentralization and transparency. The partnership between Brevis and 0G represents a significant step forward in achieving interoperability within the blockchain ecosystem. By enabling trust-free cross-chain data availability, the collaboration paves the way for more integrated and cohesive decentralized applications.

SYSTEM ARCHITECTURE & COMPONENTS The @zama_fhe protocol comprises multiple interacting components. Host chains (e.g. Ethereum, Layer 2s) host the deployment of confidential contracts. The FHEVM library is what developers use in those contracts. The FHEVM executor is the contract that emits events for offchain computation. There is an Access Control List (ACL) component per chain, tracking who is allowed to decrypt which values in each contract. ACL updates are relayed to a central Gateway, which aggregates across chains and serves as the interface for decryption, verification, and bridging. Coprocessors are nodes that perform the heavy cryptographic FHE workload: they verify inputs, compute encrypted outputs, and relay events to the Gateway. They commit results, which the Gateway verifies via majority consensus. KMS nodes (using MPC) manage the decryption key shares. They run in secure enclaves so that no single party can compromise the key. Operators run coprocessor or KMS nodes, stake ZAMA tokens, and earn fees. The protocol also provisions relayers, bridging logic, and the Gateway runs on a dedicated rollup to isolate Zama’s protocol traffic for efficiency. #ZamaCreatorProgram

As @AlloraNetwork moves closer to its mainnet launch, the network is entering a critical phase focused on accuracy, reliability, and trust in its predictive signals. This milestone marks the transition from testing and validation to real-world performance, where only the most consistent and high-quality contributors will advance. The migration process will be carefully phased, ensuring that every signal powering Allora’s predictive intelligence meets the highest performance benchmarks. High-performing workers from Forge competitions will form the first cohort to migrate to mainnet. These contributors have demonstrated exceptional inference quality across key metrics such as Directional Accuracy, Pearson Correlation Coefficient, and improvement over baseline predictions. Each worker’s eligibility is determined based on topic-specific performance, ensuring that only those with proven expertise in certain domains move forward. Approved participants will be added to the mainnet-workers Discord channel for coordination and updates ahead of the official rollout. Allora’s mainnet represents more than a technical launch, it’s the evolution of collective intelligence built on merit and measurable performance. By rewarding accuracy and consistency, Allora establishes a network where predictive data feeds are not only smarter but also deeply reliable. This performance-based inclusion sets a new standard for decentralized intelligence, ensuring that the insights driving Allora’s ecosystem are both trustworthy and adaptive to real-world dynamics.

INFINIT has officially integrated with @virtuals_io, making its AI Agent Infrastructure fully composable across the growing agentic economy. With this integration, @Infinit_Labs now connects 22+ DeFi Agents, 100+ data sources, and becomes accessible to 17,000+ agents through Virtuals’ ACP, with x402 compatibility on the way. This means the same infrastructure powering INFINIT Intelligence and INFINIT Strategies now functions as the DeFi execution and research layer for autonomous agents. Through Virtuals’ Agent Commerce Protocol, INFINIT’s DeFi Agent Swarm can be plugged into any ACP compatible network, enabling seamless access for developers and dApps without custom integrations. Virtuals’ Butler Agent plays the coordination role by routing DeFi requests to INFINIT’s execution stack, managing permissions, and ensuring monitoring. One integration unlocks access to 17,000+ agents and 180,000+ AI Agent Owners, creating compounding network effects as more ACP networks and agent platforms join the ecosystem. The next evolution is x402 compatibility, enabling INFINIT DeFi Agents to accept direct stablecoin payments for DeFi services. This removes user friction and introduces instant, agent to agent financial settlement. With this, INFINIT shifts from standalone products to modular, programmable infrastructure powering DeFi across autonomous systems, establishing the financial backbone of the agentic economy. $IN

. @brevis_zk and @KaitoAI have joined forces to introduce privacy-preserving on-chain verification to the InfoFi ecosystem. Through Brevis’s zero-knowledge (ZK) attestation technology, users can now verify wallet-based credentials without exposing their actual wallet addresses. This breakthrough integration allows campaigns on Kaito to reward genuine on-chain activity and loyalty such as token holdings or DeFi participation without compromising user privacy. The first implementation of this innovation launches with the Brevis Yapper Leaderboard Phase 2, where participants can prove their on-chain qualifications to unlock multipliers that boost their credibility and ranking. Yappers can now combine their social impact, measured by Kaito’s Mindshare algorithm, with verified on-chain contributions, creating a more holistic and fair leaderboard system. All proofs are generated privately through Brevis ZK technology, ensuring no one, including Kaito or Brevis, can see which wallet belongs to which user. This partnership marks a new standard for privacy-focused InfoFi. By enabling verifiable yet private attestations, Brevis and Kaito empower projects to recognize real engagement, meaningful participation, and long-term community value. The infrastructure is now live. READ more: blog.brevis.network/2025/10/29/bre…

A New Paradigm of AI Collaboration Instead of centralizing intelligence, @SentientAGI distributes it across a global network. Each contribution, whether a dataset, model, or tool, adds to the ecosystem’s collective strength. Collaboration is frictionless, with composable models linking together to tackle complex queries. This design accelerates progress without bottlenecks. By rethinking collaboration, Sentient positions itself as a living, growing ecosystem rather than a static product.

GLOSSARY & KEY TERMS @wardenprotocol docs include a Glossary section to define key terms, which helps users understand specific jargon or concepts. Terms like "Agent", "Warden Chain", "Proof of Inference", "Reputation", "Identity", "SPEX" etc. are defined. Understanding these definitions is important because the system has many moving parts; for instance, knowing what “Proof of Inference” means is key to trusting payments or usage logs. Similarly, reputation is more than just a number. It reflects history, reliability, etc. Also helpful are definitions about how Agents are categorized (financial, autopilot, ecosystem etc.), how monetization works, and what Agent Hub, Warden Studio, @wardenprotocol Chain each mean. The concrete definitions help bridge understanding for technical and non-technical users alike. By providing the Glossary, Warden reduces misunderstanding and helps both developers and end-users know what assumptions are built-in. It’s part of good documentation practice.

Overview Brevis has launched Proving Grounds, a new campaign and interface for users to engage with the Brevis ecosystem. The aim is to let users experience Brevis-powered applications across multiple blockchains while earning rewards and helping grow awareness of Brevis’s zero-knowledge (ZK) infrastructure. Over its history, Brevis claims to have: • Powered apps on 20+ protocols • Generated > 147 million proofs • Distributed ~$238 million in rewards • Served > 195,000 users What Are the Proving Grounds? It’s a two-phase campaign where participants complete tasks to earn Brevis Sparks, the more you contribute, the more Sparks you earn. Sparks will factor into eligibility and allocation in the upcoming token airdrop (at TGE). There is no cap on how many Sparks one can earn; rewards scale with effort. Phase 1: Basic Training (Oct 13 – Nov 2, 2025) • Focuses on social engagement to build the Brevis community. • Qualification steps before earning Sparks: 1. Follow @brevis_zk on X ( the account must be ≥ 30 days old) 2. Join & verify in Brevis Discord 3. (Optional) Enter a referral code (earns you 50 Sparks if used) use my code: VngAyu Basic Training tasks include: • Daily check-ins (earn 10 Sparks/day, with streak bonuses) • Liking / quote-retweeting Brevis’s posts on X • Referrals: get Sparks when your referees qualify and earn enough Sparks • Occasional custom tasks tied to announcements or partnerships Phase 2: Field Operations (Starts Nov 3, 2025) • Shifts from social tasks to on-chain interactions. • Participants will interact with real, live protocols (DEXs, lending, stablecoins, etc.) powered by @brevis_zk infrastructure. • These are not “testnet simulations” they are production systems where your engagement both earns Sparks and shows how Brevis technology works in real settings. More details (which apps, how many Sparks, allocations, etc.) will be announced closer to Phase 2 launch. How to Get Started 1. Visit: proving-grounds.brevis.network/VngAyu 2. Connect your wallet (MetaMask, Rabby) 3. Complete the qualification (link X & Discord, do onboarding) 4. Begin earning Sparks via daily tasks, referrals, social engagement, etc.

Collaboration with 0G: Enabling Trust-Free Cross-Chain Data Availability @brevis_zk Network has joined forces with 0G to enhance cross-chain data availability through the use of zero-knowledge proofs. This collaboration aims to provide a secure and trust-free mechanism for accessing and verifying data across different blockchain networks. By leveraging Brevis's zkCoprocessor, 0G can offer developers the ability to perform computations on data from multiple blockchains without relying on centralized intermediaries. This approach ensures that data remains secure and verifiable, aligning with the principles of decentralization and transparency. The partnership between Brevis and 0G represents a significant step forward in achieving interoperability within the blockchain ecosystem. By enabling trust-free cross-chain data availability, the collaboration paves the way for more integrated and cohesive decentralized applications.

CORE PROPERTIES OF THE ZAMA PROTOCOL One of the standout features is end-to-end encryption: every input, every internal state is encrypted such that even the node operators can not see it. This ensures data privacy is preserved at all times. On top of that, Zama supports composability, so confidential contracts can interact with each other and with standard non-confidential contracts, allowing developers to build modular systems. Another compelling property is programmable confidentiality. Instead of having a one-size-fits-all privacy model, developers can write smart contracts that explicitly define who is allowed to decrypt which piece of data. This fine-grained control enables tradeoffs between privacy and access or compliance based on application needs. @zama_fhe is not a new chain; it is chain-agnostic. It layers onto existing blockchains, meaning users and developers don’t need to shift to an entirely new ecosystem or bridge assets. This makes adoption easier since existing infrastructure and wallets can still be used with confidential dapps. The cryptographic backbone is FHE, which allows computing directly over encrypted data without decrypting it first. This is combined with MPC (for decentralized key management) and ZK proofs (to guarantee correct encryption of inputs). The synergy of these techniques addresses limitations seen in other confidentiality systems. #ZamaCreatorProgram

SYSTEM ARCHITECTURE & COMPONENTS The @zama_fhe protocol comprises multiple interacting components. Host chains (e.g. Ethereum, Layer 2s) host the deployment of confidential contracts. The FHEVM library is what developers use in those contracts. The FHEVM executor is the contract that emits events for offchain computation. There is an Access Control List (ACL) component per chain, tracking who is allowed to decrypt which values in each contract. ACL updates are relayed to a central Gateway, which aggregates across chains and serves as the interface for decryption, verification, and bridging. Coprocessors are nodes that perform the heavy cryptographic FHE workload: they verify inputs, compute encrypted outputs, and relay events to the Gateway. They commit results, which the Gateway verifies via majority consensus. KMS nodes (using MPC) manage the decryption key shares. They run in secure enclaves so that no single party can compromise the key. Operators run coprocessor or KMS nodes, stake ZAMA tokens, and earn fees. The protocol also provisions relayers, bridging logic, and the Gateway runs on a dedicated rollup to isolate Zama’s protocol traffic for efficiency. #ZamaCreatorProgram

As @AlloraNetwork moves closer to its mainnet launch, the network is entering a critical phase focused on accuracy, reliability, and trust in its predictive signals. This milestone marks the transition from testing and validation to real-world performance, where only the most consistent and high-quality contributors will advance. The migration process will be carefully phased, ensuring that every signal powering Allora’s predictive intelligence meets the highest performance benchmarks. High-performing workers from Forge competitions will form the first cohort to migrate to mainnet. These contributors have demonstrated exceptional inference quality across key metrics such as Directional Accuracy, Pearson Correlation Coefficient, and improvement over baseline predictions. Each worker’s eligibility is determined based on topic-specific performance, ensuring that only those with proven expertise in certain domains move forward. Approved participants will be added to the mainnet-workers Discord channel for coordination and updates ahead of the official rollout. Allora’s mainnet represents more than a technical launch, it’s the evolution of collective intelligence built on merit and measurable performance. By rewarding accuracy and consistency, Allora establishes a network where predictive data feeds are not only smarter but also deeply reliable. This performance-based inclusion sets a new standard for decentralized intelligence, ensuring that the insights driving Allora’s ecosystem are both trustworthy and adaptive to real-world dynamics.

INFINIT has officially integrated with @virtuals_io, making its AI Agent Infrastructure fully composable across the growing agentic economy. With this integration, @Infinit_Labs now connects 22+ DeFi Agents, 100+ data sources, and becomes accessible to 17,000+ agents through Virtuals’ ACP, with x402 compatibility on the way. This means the same infrastructure powering INFINIT Intelligence and INFINIT Strategies now functions as the DeFi execution and research layer for autonomous agents. Through Virtuals’ Agent Commerce Protocol, INFINIT’s DeFi Agent Swarm can be plugged into any ACP compatible network, enabling seamless access for developers and dApps without custom integrations. Virtuals’ Butler Agent plays the coordination role by routing DeFi requests to INFINIT’s execution stack, managing permissions, and ensuring monitoring. One integration unlocks access to 17,000+ agents and 180,000+ AI Agent Owners, creating compounding network effects as more ACP networks and agent platforms join the ecosystem. The next evolution is x402 compatibility, enabling INFINIT DeFi Agents to accept direct stablecoin payments for DeFi services. This removes user friction and introduces instant, agent to agent financial settlement. With this, INFINIT shifts from standalone products to modular, programmable infrastructure powering DeFi across autonomous systems, establishing the financial backbone of the agentic economy. $IN

. @brevis_zk and @KaitoAI have joined forces to introduce privacy-preserving on-chain verification to the InfoFi ecosystem. Through Brevis’s zero-knowledge (ZK) attestation technology, users can now verify wallet-based credentials without exposing their actual wallet addresses. This breakthrough integration allows campaigns on Kaito to reward genuine on-chain activity and loyalty such as token holdings or DeFi participation without compromising user privacy. The first implementation of this innovation launches with the Brevis Yapper Leaderboard Phase 2, where participants can prove their on-chain qualifications to unlock multipliers that boost their credibility and ranking. Yappers can now combine their social impact, measured by Kaito’s Mindshare algorithm, with verified on-chain contributions, creating a more holistic and fair leaderboard system. All proofs are generated privately through Brevis ZK technology, ensuring no one, including Kaito or Brevis, can see which wallet belongs to which user. This partnership marks a new standard for privacy-focused InfoFi. By enabling verifiable yet private attestations, Brevis and Kaito empower projects to recognize real engagement, meaningful participation, and long-term community value. The infrastructure is now live. READ more: blog.brevis.network/2025/10/29/bre…

A New Paradigm of AI Collaboration Instead of centralizing intelligence, @SentientAGI distributes it across a global network. Each contribution, whether a dataset, model, or tool, adds to the ecosystem’s collective strength. Collaboration is frictionless, with composable models linking together to tackle complex queries. This design accelerates progress without bottlenecks. By rethinking collaboration, Sentient positions itself as a living, growing ecosystem rather than a static product.

GLOSSARY & KEY TERMS @wardenprotocol docs include a Glossary section to define key terms, which helps users understand specific jargon or concepts. Terms like "Agent", "Warden Chain", "Proof of Inference", "Reputation", "Identity", "SPEX" etc. are defined. Understanding these definitions is important because the system has many moving parts; for instance, knowing what “Proof of Inference” means is key to trusting payments or usage logs. Similarly, reputation is more than just a number. It reflects history, reliability, etc. Also helpful are definitions about how Agents are categorized (financial, autopilot, ecosystem etc.), how monetization works, and what Agent Hub, Warden Studio, @wardenprotocol Chain each mean. The concrete definitions help bridge understanding for technical and non-technical users alike. By providing the Glossary, Warden reduces misunderstanding and helps both developers and end-users know what assumptions are built-in. It’s part of good documentation practice.

Overview Brevis has launched Proving Grounds, a new campaign and interface for users to engage with the Brevis ecosystem. The aim is to let users experience Brevis-powered applications across multiple blockchains while earning rewards and helping grow awareness of Brevis’s zero-knowledge (ZK) infrastructure. Over its history, Brevis claims to have: • Powered apps on 20+ protocols • Generated > 147 million proofs • Distributed ~$238 million in rewards • Served > 195,000 users What Are the Proving Grounds? It’s a two-phase campaign where participants complete tasks to earn Brevis Sparks, the more you contribute, the more Sparks you earn. Sparks will factor into eligibility and allocation in the upcoming token airdrop (at TGE). There is no cap on how many Sparks one can earn; rewards scale with effort. Phase 1: Basic Training (Oct 13 – Nov 2, 2025) • Focuses on social engagement to build the Brevis community. • Qualification steps before earning Sparks: 1. Follow @brevis_zk on X ( the account must be ≥ 30 days old) 2. Join & verify in Brevis Discord 3. (Optional) Enter a referral code (earns you 50 Sparks if used) use my code: VngAyu Basic Training tasks include: • Daily check-ins (earn 10 Sparks/day, with streak bonuses) • Liking / quote-retweeting Brevis’s posts on X • Referrals: get Sparks when your referees qualify and earn enough Sparks • Occasional custom tasks tied to announcements or partnerships Phase 2: Field Operations (Starts Nov 3, 2025) • Shifts from social tasks to on-chain interactions. • Participants will interact with real, live protocols (DEXs, lending, stablecoins, etc.) powered by @brevis_zk infrastructure. • These are not “testnet simulations” they are production systems where your engagement both earns Sparks and shows how Brevis technology works in real settings. More details (which apps, how many Sparks, allocations, etc.) will be announced closer to Phase 2 launch. How to Get Started 1. Visit: proving-grounds.brevis.network/VngAyu 2. Connect your wallet (MetaMask, Rabby) 3. Complete the qualification (link X & Discord, do onboarding) 4. Begin earning Sparks via daily tasks, referrals, social engagement, etc.