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2026 / 09
Claude Code Session Retention in 2026: What 30 Days Really Means
2026-09-29
最佳实践
#Claude Code
#Session Retention
#Conversation History
#Agent Memory
#Backup
#Full Text Search
#Funes
#claude-mem
Claude Code session retention is 30 days by default for CLI transcripts, with Desktop exceptions. Build a four-layer archive and retrieval contract.
OpenAI Agent 借 DNS 绕过出口限制:一份协议级沙箱遏制合同
2026-09-28
调研
#AI Agent安全
#DNS出口
#沙箱隔离
#OpenAI
#网络隔离
#DNS隧道
#事件响应
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 Agent DNS Egress Bypass: A Protocol-Level Sandbox Containment Contract
2026-09-28
调研
#AI Agent Security
#DNS Egress
#Sandbox Containment
#OpenAI
#Network Isolation
#DNS Tunneling
#Incident Response
OpenAI's DNS egress incident shows why AI agent sandbox containment must cover resolvers, transitive services, telemetry, and automatic shutdown.
法律 AI 需要事项级证据合同
2026-09-25
调研
#法律AI
#Astra for Law
#AI审计轨迹
#法律检索
#事项治理
#引证核验
#AI治理
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 Needs a Matter-Level Audit Trail
2026-09-25
调研
#Legal AI
#Astra for Law
#AI Audit Trail
#Legal Research
#Matter-Centric Governance
#Citation Verification
#AI Governance
Astra for Law improves legal research, but legal AI needs a matter-level audit trail linking sources, review, approval, and correction.
私有 AI 眼镜需要可验证的数据流与删除合同
2026-09-24
最佳实践
#AI眼镜
#隐私
#机密计算
#可信执行环境
#数据删除
#Meta
#可穿戴AI
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。
Private AI Glasses Need a Verifiable Data-Flow and Deletion Contract
2026-09-24
最佳实践
#AI Glasses
#Privacy
#Confidential Computing
#Trusted Execution Environment
#Data Deletion
#Meta
#Wearable AI
Audit private AI glasses from sensor capture through anonymous routing, attestation, TEE processing, persistent memory, logging, and verifiable deleti
MentalHealthBench 不能只看总分:心理健康 AI 的风险分层评测合同
2026-09-24
调研
#MentalHealthBench
#心理健康AI
#AI安全
#LLM评测
#临床AI
#风险指标
#OpenAI
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。
MentalHealthBench: Build a Harm-Sensitive Evaluation Contract
2026-09-24
调研
#MentalHealthBench
#Mental Health AI
#AI Safety
#LLM Evaluation
#Clinical AI
#Risk Metrics
#OpenAI
Use MentalHealthBench as a diagnostic, then add severe-failure rates, escalation tradeoffs, worst-slice floors, independent review, and deployment gat
Coding Agent 登录前先做仓库数据流审计:ZCode 事件的工程教训
2026-09-24
最佳实践
#Coding Agent
#仓库安全
#数据流审计
#ZCode
#代码隐私
#AI安全
#Harness Engineering
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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