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[@KbjVillage](/creator/twitter/KbjVillage)
"Sahara AI (SAHARA): Knowledge Drop live since Jun XX (15-month window). Eligible: DSP points Sahara Legends (Shards) ecosystem partners (snapshot May XX 2025). 👉"  
[X Link](https://x.com/KbjVillage/status/1979903731186458983) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T13:33Z XX followers, XX engagements


"🔥 🔥 🔥 Zama FHE Technical Overview 🔥 🔥 🔥 Core: Zama builds privacy infrastructure using Fully Homomorphic Encryption (FHE) allows computation on encrypted data without decryption. #ZamaCreatorProgram #Zama @zama_fhe"  
[X Link](https://x.com/KbjVillage/status/1979888575035658587) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T12:33Z XX followers, XX engagements


"Zama FHE Overview (Simplified + Technical) Idea: Zama builds Fully Homomorphic Encryption (FHE) toolsencryption that allows computation on encrypted data without decryption. Output decrypts to same result as if computed on plaintext. #ZamaCreatorProgram #Zama @zama_fhe"  
[X Link](https://x.com/KbjVillage/status/1980222808048414732) [@KbjVillage](/creator/x/KbjVillage) 2025-10-20T10:41Z XX followers, XX engagements


"Zama FHE (Simplified Technical) Concept: Compute on encrypted data no need to decrypt. Based on TFHE bit/integer-level encryption. Core Tools: Concrete-core: cryptographic backend. Concrete-numpy: Python SDK for prototyping. #ZamaCreatorProgram #Zama @zama_fhe"  
[X Link](https://x.com/KbjVillage/status/1980662050759274696) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T15:46Z XX followers, XX engagements


"Concrete-compiler: compiles Python FHE circuits. Flow: X. Write Python logic. X. Define which vars encrypted. 3.Compile generates FHE executable. 4.Encrypt input run decrypt result. #ZamaCreatorProgram #Zama @zama_fhe"  
[X Link](https://x.com/KbjVillage/status/1980664701290967327) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T15:57Z XX followers, XX engagements


"Core features Horizontal throughput: The network scales by adding parallel execution units rather than just relying on a single chain. @PelagosNetwork"  
[X Link](https://x.com/KbjVillage/status/1980675579004481733) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T16:40Z XX followers, XX engagements


"@PelagosNetwork Developers deploy modules (e.g. Docker containers) that speak to any chain/VM. A transaction can span multiple chains: read state on Chain A execute logic on Chain B settle on Chain C all atomically. @PelagosNetwork"  
[X Link](https://x.com/KbjVillage/status/1980678681296269443) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T16:52Z XX followers, XX engagements


"3. Using Gate Layer: -Set up an EVM-compatible wallet like MetaMask. -Bridge assets from Ethereum or other chains to Gate Layer via LayerZero-powered bridges. -Explore dApps like Perp for trading Gate Fun for token creation or Meme Go to track meme tokens"  
[X Link](https://x.com/KbjVillage/status/1977412454855655578) [@KbjVillage](/creator/x/KbjVillage) 2025-10-12T16:34Z XX followers, XX engagements


"4. Step X - Bitcoin Hyper Layer X Network (Presale Raised $23M by Oct XX 2025): Bitcoin Hyper brings ultra-fast Layer X scaling + smart contract capabilities to Bitcoin. Their presale offers staking APYs up to 53%. Heres how to join and make the most of it:"  
[X Link](https://x.com/KbjVillage/status/1977412692286828702) [@KbjVillage](/creator/x/KbjVillage) 2025-10-12T16:34Z XX followers, XX engagements


"What it is Momentum Finance is a decentralized exchange (DEX) built on the Sui blockchain. It uses a concentrated liquidity model (CLMM similar to Uniswap v3) which lets liquidity providers pick more precise price-ranges for their capital. @MMTFinance"  
[X Link](https://x.com/KbjVillage/status/1980699866360684765) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T18:17Z XX followers, XX engagements


"@PelagosNetwork Validator & Node Operator Details Validator clusters are being built; initial onboarding will be permissioned before moving permissionless. Deployment infrastructure uses Kubernetes + containerized execution environments for nodes/modules. @PelagosNetwork @MaxiNicky"  
[X Link](https://x.com/KbjVillage/status/1980679896096469462) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T16:57Z XX followers, XX engagements


"@MMTFinance In Momentums CLMM variant you pick narrower price ranges your capital is more concentrated where trades actually happen higher capital efficiency. @MMTFinance"  
[X Link](https://x.com/KbjVillage/status/1980700928215814352) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T18:21Z XX followers, X engagements


"@zama_fhe Components: -TFHE-rs: Core Rust library implementing TFHE. -Concrete: High-level SDK to build encrypted apps. -Concrete ML: Framework for encrypted machine learning. -fhEVM: Extends Ethereum VM to support encrypted smart contracts. #ZamaCreatorProgram"  
[X Link](https://x.com/KbjVillage/status/1979888919350227415) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T12:34Z XX followers, XX engagements


"@zama_fhe Role 🚀 Design goal: Modular stack TFHE-rs crypto layer Concrete dev tools fhEVM blockchain layer. 🚀 Result: Privacy-preserving compute for AI + Web3 secured by post-quantum FHE schemes. #ZamaCreatorProgram #Zama @zama_fhe"  
[X Link](https://x.com/KbjVillage/status/1979889333965643843) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T12:36Z XX followers, XX engagements


"GaiaNet (GAIA): Claim window Aug X Nov XX. Eligible: node operators Gaia domain holders XP/EP contributors. 👉"  
[X Link](https://x.com/KbjVillage/status/1979903555969360332) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T13:32Z XX followers, XX engagements


"Flare (FLR): Monthly FlareDrop claimable now. Eligible: held WFLR and/or staked FLR during 23-day pre-claim window; claim within XX days. 👉"  
[X Link](https://x.com/KbjVillage/status/1979903648340516963) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T13:33Z XX followers, XX engagements


"📰 Daily Web3 brief New ZK launch: zkVerify mainnet + $VFY live (Sep 30). 👉 Testnet live: RioSwap (Mintlayer) public testnet live Oct 13; Bug Hunt X ends Oct XX. 👉"  
[X Link](https://x.com/KbjVillage/status/1979903838095065223) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T13:33Z XX followers, XX engagements


"⚠ Notes Use official domains only: Phishing clones are active double-check URLs before connecting your wallet"  
[X Link](https://x.com/KbjVillage/status/1979904033285414920) [@KbjVillage](/creator/x/KbjVillage) 2025-10-19T13:34Z XX followers, XX engagements


"Tech Base: Built on TFHE (Torus FHE) optimized for fast Boolean/integer operations. Uses Concrete libraries for devs to write compile and run FHE programs. Concrete abstracts cryptography with Rust + Python SDKs. #ZamaCreatorProgram #Zama @zama_fhe"  
[X Link](https://x.com/KbjVillage/status/1980223109807649183) [@KbjVillage](/creator/x/KbjVillage) 2025-10-20T10:42Z XX followers, XX engagements


"@zama_fhe Key Components: Concrete-core: Low-level crypto ops (encryption bootstrapping key switching). Concrete-compiler: Converts high-level code (like Python/TensorFlow) into FHE circuits. Concrete-numpy: Pythonic API to test FHE logic. Concrete-ML: FHE for ML inference"  
[X Link](https://x.com/KbjVillage/status/1980223354138415421) [@KbjVillage](/creator/x/KbjVillage) 2025-10-20T10:43Z XX followers, XX engagements


"@zama_fhe Performance Tricks: Uses bootstrapping to refresh noisy ciphertexts. SIMD packing for parallel FHE ops. Hardware acceleration (AVX2 CUDA planned)"  
[X Link](https://x.com/KbjVillage/status/1980223714273996809) [@KbjVillage](/creator/x/KbjVillage) 2025-10-20T10:44Z XX followers, XX engagements


"@zama_fhe Set Up Zama Concrete Env (Concise Steps): X. Install Rust: curl -sSf sh X. Install Python deps: pip install concrete-numpy X. Optional dev setup: git clone cd concrete && cargo build --release"  
[X Link](https://x.com/KbjVillage/status/1980224117803741354) [@KbjVillage](/creator/x/KbjVillage) 2025-10-20T10:46Z XX followers, XX engagements


"@PelagosNetwork Cross-chain composability: A single transaction can read state from one chain (e.g. Bitcoin) borrow assets on another (e.g. Ethereum) and trade or settle on a third (e.g. Solana) atomically. @PelagosNetwork"  
[X Link](https://x.com/KbjVillage/status/1980675687045558585) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T16:40Z XX followers, XX engagements


"@PelagosNetwork Here are the architecture diagram validator & SDK details and tokenomics for Pelagos Network as concise as possible"  
[X Link](https://x.com/KbjVillage/status/1980678053018689756) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T16:50Z XX followers, XX engagements


"@PelagosNetwork System aims to reuse security from existing chains (restaking model) rather than starting from scratch. @PelagosNetwork"  
[X Link](https://x.com/KbjVillage/status/1980679164899569766) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T16:54Z XX followers, XX engagements


"@MMTFinance Key components & how they link to DeFi basics Liquidity Pools & AMM basics: In a standard AMM you deposit equal values of two tokens into a pool; trades happen via the pool and you earn part of the trading fees. @MMTFinance"  
[X Link](https://x.com/KbjVillage/status/1980700789149413743) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T18:20Z XX followers, XX engagements


"@MMTFinance Yield farming / Vaults: Momentum offers vaultsautomated strategies to deploy capital (e.g. supplying liquidity staking LP tokens) so users get yield without doing all the manual work. @MMTFinance"  
[X Link](https://x.com/KbjVillage/status/1980701484842193240) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T18:23Z XX followers, XX engagements


"@MMTFinance Token-generation / public offering: Their native token (MMT) was launched with a public offering accessible to community participants not exclusively VCs. @MMTFinance"  
[X Link](https://x.com/KbjVillage/status/1980701586168094889) [@KbjVillage](/creator/x/KbjVillage) 2025-10-21T18:23Z XX followers, X engagements