An OpenAI reasoning model disproved an 80-year-old conjecture in discrete geometry using tools from algebraic number theory. Here is what happened, wh
On April 30, 2026, OpenAI introduced Advanced Account Security (AAS), an opt-in setting for ChatGPT and Codex accounts that disables password-based lo
When an AI agent can run arbitrary shell commands on your machine, the question is not whether it will make a mistake, but how you contain the blast r
当一个 AI Agent 可以在你的机器上执行任意 shell 命令时，问题不在于它会不会犯错，而在于你如何控制爆炸半径。OpenAI 的 Codex 赋予编码 Agent 正是这种能力：读取文件、写入代码、运行测试、安装依赖、执行 shell 命令。Agent 需要真实的系统访问权限才能完成有意义
E2EE消息只在传输中加密。一旦备份到云端，加密就被打破了。Meta的Labyrinth 1.1协议通过基于HSM、OPAQUE和独立加密审计的可验证信任架构解决了这个悖论。
大多数企业AI概念验证永远无法进入生产。本分析识别真正的瓶颈，绘制从实验到复利性业务价值的五阶段旅程。
E2EE messages are only encrypted in transit. Once backed up to the cloud, encryption breaks. Meta's Labyrinth 1.1 protocol solves this paradox with a
Most enterprise AI POCs never reach production. This analysis identifies the real bottlenecks and maps the five-stage journey from experimentation to
