2026-07-26 Hacker News Top Stories # Google 拟限制 ADB 仅绑定无线网卡，将破坏 Shizuku 等本地调试用例，引发开发者强烈反对。 汉娜·弗莱因将数学魅力传递给公众的杰出贡献，荣获国际数学联盟颁发的莱拉瓦蒂奖。 Claude Opus 5 在 Artificial Analysis 智能排行榜暂居第一，但单一排名对实际选型指导有限。 实验证明 Postgres 的 LISTEN/NOTIFY 可轻松达到每秒 6 万条通知，瓶颈在硬件而非数据库。 Taylor Farms 曾致电白宫试图推迟环孢子虫召回，引发对食安监管和政治干预的担忧。 开放权重
政策监管The singularity will be seen in hindsight as an interregnum
Scaling laws are one of the most critical empirical findings in deep learning. The observation is simple in form: the training loss $L$ decreases predictably as we scale up model size $N$, dataset size $D$, and compute $C$, following a power-law curve, which appears as a straight line on a log-log p
政策监管What laws does superintelligence demand?