Astra for Law improves legal research, but legal AI needs a matter-level audit trail linking sources, review, approval, and correction.
从传感器采集、匿名路由、远程证明、TEE 处理、持久记忆、日志到可验证删除，逐层审计私有 AI 眼镜。
Audit private AI glasses from sensor capture through anonymous routing, attestation, TEE processing, persistent memory, logging, and verifiable deleti
把 MentalHealthBench 作为诊断工具，再加入严重失败率、升级权衡、最坏子组门槛、独立复核和部署验收。
Use MentalHealthBench as a diagnostic, then add severe-failure rates, escalation tradeoffs, worst-slice floors, independent review, and deployment gat
用诱饵仓库、登录态差分、文件系统追踪、网络出口捕获和删除证据，在登录前审计 Coding Agent 的仓库数据流。
Audit coding agent data flows before login with canary repositories, auth-state diffs, filesystem traces, egress capture, and deletion evidence.
用显式断点、九类失效原因、Usage 证据和包含写入费的成本模型，审计 GPT-6 Prompt 缓存。
Audit GPT-6 prompt caching with explicit breakpoints, nine cache-miss reasons, usage evidence, and a cost model that includes cache writes.
Meta Rebalancer 展示了怎样用稳定合同连接业务策略、数学表达、求解器和调试工具。
