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2026 / 09

Claude Code session retention is 30 days by default for CLI transcripts, with Desktop exceptions. Build a four-layer archive and retrieval contract.
OpenAI 的 DNS 外联事件说明,Agent 沙箱需要同时控制解析器、传递依赖、证据链与自动停机,才能证明网络隔离有效。
OpenAI's DNS egress incident shows why AI agent sandbox containment must cover resolvers, transitive services, telemetry, and automatic shutdown.
Astra for Law 提升了法律检索,但法律 AI 仍需事项级证据合同连接来源、复核、批准、交付与纠错。
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。
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