用低秩残差压缩给分割学习“减负”，通信开销大减，隐私与效率兼得的新思路。
arXiv:2608.23018v1 Announce Type: cross Abstract: Federated fine-tuning of on-device large language models (LLMs) faces a significant computing burden…
在可信执行环境中运行私有大模型，绕过云端直接锚定Intel根信任，隐私AI新思路。
Article URL: https://505labs.com/blog/private-llm-inside-a-tee Comments URL: https://news.ycombinator.com/item?id=49189950 Points: 1 # Comments: 0
2B参数模型Native运行于iPhone等个人设备，隐私智能完全掌控，高效推理数学。
I wanted to share a use case for Noema Overfit, a model-paging system available today in the Noema app. For disclosure, I founded Noema and I am part …
全密态计算技术深度解读，直击AI时代数据安全痛点，从技术原理到产业落地一气呵成。
“2026年，创投圈的浪潮再次翻涌：AI从技术概念走进产业深水区，硬科技创业从“小众赛道” 变成“主流共识”，年轻的创业者们正在用代码和双手，重新定义中国创新的未来坐标。 每一年，由36氪 · 暗涌主办的WAVES大会，都是中国创投圈的年度风向标。 今年的 WAVES 2026以“今年盛夏”为主题，…
轻量级MPC竞价框架如何重塑品牌广告拍卖？一文看懂隐私保护与效率兼得的新方案。
arXiv:2603.07721v2 Announce Type: replace-cross Abstract: Brand advertising plays a critical role in building long-term consumer awareness and loyalty…
Google Cloud揭秘下一代机密AI：AI模型如何在加密状态下运行，兼顾隐私与性能
Article URL: https://cloud.google.com/blog/products/identity-security/powering-the-next-era-of-confidential-ai Comments URL: https://news.ycombinator.…