Celestia 在 120 个验证者上对 Fibre 做端到端基准测试，完整 143 秒负载窗口平均吞吐达 3.07 Tb/s，最佳 60 秒和 30 秒分别平均 3.69 Tb/s 和 4.27 Tb/s。
Why it matters：Celestia officially discloses full data and bottleneck optimization paths for Fibre end-to-end benchmarks, revealing the current throughput limits of modular data availability solutions.
Sui 官方宣布 GraphQL on Sui 现已支持实时订阅，开发者可通过同一 GraphQL 接口接收 checkpoint、交易和事件，过滤条件与查询一致。
Why it matters：Sui officially explains GraphQL subscription reconnection and historical backfill mechanisms, comparing their division of labor with gRPC subscriptions.
Sui 发布机密转账（Confidential Transfers），让余额和转账金额保持机密，同时保留公链的可编程性与互操作性。该能力与 Seal、Nautilus、可编程资产和无 Gas 稳定币转账配合，面向支付、资金管理和企业结算等场景。Sui 表示机密性不排斥合规，稳定币发行方、合规团队和分析服务商可通过选择性授权访问所需信息。
Why it matters：Sui officially outlines how confidential transfers combine with Seal and Nautilus, offering insight into implementing confidential finance on a public chain.
Eigen Labs 在 arXiv 发布 ECDSA.fail 预印本，记录逾 100 名参与者及其 AI 代理在约两个月内为 secp256k1 椭圆曲线产出点加电路，使用 1,151 个逻辑量子比特和 130 万 Toffoli 门，Q×T 分数比 Google Quantum AI 2026 年 3 月公布的结果低 50% 以上。
Why it matters：Eigen Labs reviews the open collaboration behind ECDSA.fail, showing how quantum resource estimates were advanced by the community and AI agents.
IPFS 官方宣布调整 ipfs.io 和 dweb.link 网关的运作方式，不再作为代取内容的中心服务器，而是向浏览器下发 service worker，由浏览器直接建立点对点连接并自行验证内容，访问这两个域名的用户会被重定向到 inbrowser.link 的 service worker 网关。
Why it matters：IPFS officially explains the shift of public gateways toward browser-side verification and self-hosting, helping readers assess the direction of its infrastructure and funding strategy adjustments.
Celestia Labs 宣布收购 Sovereign Labs，由此成为面向链上企业的全栈定制区块链开发伙伴，Sovereign SDK 团队与创始人 Preston Evans 加入，他出任 Celestia Labs 的 CTO。
Why it matters：Celestia Labs acquires Sovereign Labs to complete its execution layer capabilities, helping readers understand its strategic shift from L1 to full-stack custom chains.
IPFS 的 Optimistic Provide 优化已作为默认功能随 Kubo 0.39.0 发布，将内容发布延迟从平均约 15 秒降至约 0.7 秒。该方案通过本地估计网络规模、在 DHT Walk 中按 90% 置信度提前终止，并在 20 个目标节点中 15 个确认后即返回控制权，剩余请求后台异步完成。
Why it matters：IPFS officially explains how Optimistic Provide cuts content publishing latency from over ten seconds to under one second, and details its statistical estimates and trade-offs.
Celestia 下一个升级 Hibiscus（V7）计划于 3 月中旬上线，主网按 arabica、mocha、主网顺序推进，arabica 已上线。
Why it matters：Celestia's V7 upgrade writes cross-chain forwarding and ZK verification modules into the protocol, letting readers assess the interoperability path for modular chains.