How do you prove something about your finances without revealing everything? This is the problem @primus_labs is working on. In decentralized applications, important decisions often rely on data from traditional web services. But blockchains cannot simply trust information from outside their network. It needs to be authenticated first. Primus addresses this with zkTLS. - Connect to existing web services - Retrieve relevant information - Cryptographically verify that information But privacy matters just as much. Your financial history may contain far more information than an application actually needs. Fully Homomorphic Encryption (FHE) helps solve this by allowing supported computations on encrypted data. Primus is researching zkFHE to bring verifiability to these encrypted computations. The result is a more privacy-friendly approach to digital verification: Applications can verify whether a condition is true without accessing every underlying detail. This opens exciting possibilities for: > Onchain lending > Identity verification > Financial applications > Systems built around sensitive data The future of digital verification is about making privacy and access work together. @primus_labs

The next stage of blockchain adoption likely requires better access to information outside the chain But connecting to the internet creates two problems: - can the information be verified? - can sensitive information remain protected? @primus_labs is building infrastructure around both zkTLS allows applications to verify information directly from web sources, without requiring those sources to change their websites zkFHE allows computations to run on encrypted information, keeping the underlying data private This creates a foundation for: > verified data in DeFi > privacy-preserving AI > credential verification for digital identity > dApps connected to real-world services The result is a potential bridge between blockchain systems and the wider internet With @primus_labs, the future of Web3 could become more trustworthy, more private and more connected to the real world.

Web verification is about more than just proving data. It's about making the entire process seamless, from request to result. @primus_labs handles that through three connected pieces System Contracts: > assign and organize tasks > manage payments and staking > distribute rewards or penalties Attestors: > collaborate with clients through MPC or Proxy mode > verify web data > create zkTLS proofs Primus Network SDK: > submits tasks > connects dApps with attestors > supports the verification workflow Each component solves a different problem Together, they create a complete path for bringing trustworthy web data onchain.

how to reduce zkTLS overhead while keeping security practical @primus_labs uses a very deliberate approach instead of forcing malicious security across every subprotocol, the architecture uses OLEe where it matters most > OLEe is applied to: - Diffie-Hellman point conversion - GMAC tag computation > the security tradeoff: - selective failure risk is tightly bounded - leakage is limited to at most one bit of the session secret - the high entropy of the TLS pre-master secret makes recovery computationally infeasible > what this removes: - unnecessary zero-knowledge subproofs during key exchange - excessive authenticated triple storage - the need to load huge garbled circuit states into memory > what users get instead: - progressive streaming of computation - approximately 150 MB of memory for standard 2 KB payloads, reportedly - a more practical execution architecture - lower pressure from network and communication overhead good cryptographic engineering is about making costs controlled, bounded and deployable that's the direction @primus_labs is taking with zkTLS.

Most DeFi transactions are out in the open. But does everything really need to be public? @FlutonIO is working on privacy-focused DeFi with FHE, confidential payments, cross-chain privacy and private yield strategies. Definitely an interesting project to keep an eye on. https://t.co/L7BEalWhv0

Imagine trading onchain without putting every move on display. That’s an idea @FlutonIO is exploring bringing more privacy to trading while keeping public blockchain infrastructure in the picture. Better privacy, protected strategies and new possibilities for DeFi. Definitely one to watch.

Primus Labs is focused on the part of zkTLS that matters most for adoption making verifiable Web2 data more efficient to use @primus_labs is combining OLEe optimizations with streaming garbled circuits to improve the underlying architecture the benefits are aimed at: > reducing computational overhead > keeping memory requirements manageable > improving circuit execution > supporting scalable verification that gives applications a path to verify internet data cryptographically without relying solely on centralized intermediaries and once that infrastructure is in place, the use cases expand quickly: > DeFi > identity > reputation > more useful onchain applications Primus Labs is building the foundation for a more scalable, efficient and trustless Web3 future. https://t.co/VXUgeahbgo

public blockchains make everything visible that works for verification but not every financial detail should be exposed. @primus_labs is exploring encrypted computation through its Confidential Vault initiative, reportedly live on BNB Chain. potential use cases include: - Confidential transfers - Protected balance checks - Private financial operations - Yield-focused vault strategies this could make DeFi more practical for treasury management, settlements and digital asset operations where privacy matters. encryption is only one part of the solution. key management, access controls, withdrawal security, metadata protection and compliance will all matter for adoption. primus Labs is working toward a model where onchain functionality and financial confidentiality can exist together.

Ethereum validators just got a stronger infrastructure layer @get_optimum has officially deployed mump2p to mainnet the early numbers: > 2.5–3.5× faster block propagation on average > over $3.4B in ETH stake already benefiting that creates better conditions for: > delivering blocks faster > keeping performance consistent > landing accurate attestations and every Ethereum validator can onboard to Signal for free the important part: this doesn't change consensus it improves the way the network moves data

Rialo is building a blockchain designed for real-world institutional adoption. Bobby Zagotta, CBO at Rialo, shares a clear vision: making blockchain as easy to use as Web2 with built-in APIs, privacy and cross-chain interoperability. Key highlights: - Exploring RWA lending and AI agent use cases - Discussing PoCs with South Korean financial institutions - Building real-world use cases with Cboe - Prioritizing real utility and business growth before launching a token Rialo is focused on bridging traditional finance and blockchain to unlock the next wave of institutional adoption. Read the full interview: https://t.co/NoEhURNR86 @RialoHQ