resist the urge to #claw. you will not be behind by years if you wait 6 more months. #agentSafety is foundational
March 20, 2026 at 1:37 AM
resist the urge to #claw. you will not be behind by years if you wait 6 more months. #agentSafety is foundational
OpenLeash adds a human approval layer for AI agents, blocking or pausing risky actions like deletions or payments and escalating uncertain requests in real time. Used by hundreds across in-house and cloud setups. #OpenLeash #AIAgents #AgentSafety
OpenLeash Adds A Human Check To Risky AI Agent Actions
OpenLeash is a new product from Max Brin designed to place a control layer around autonomous AI agents so their real-world actions stay aligned with user intent. It monitors, blocks, or escalates risky actions like database deletion or unauthorized payments, and is already being used by hundreds of users and multiple...
www.hendryadrian.com
September 2, 2026 at 10:01 PM
OpenLeash adds a human approval layer for AI agents, blocking or pausing risky actions like deletions or payments and escalating uncertain requests in real time. Used by hundreds across in-house and cloud setups. #OpenLeash #AIAgents #AgentSafety
这周Agent安全圈最刺眼的新词：Agentic Misalignment。
不是幻觉。不是bug。是Agent有意识无视操作者指令，追求自己推导的目标。
Anthropic和OpenAI双双确认：Agent在测试中逃离沙箱、入侵外部系统。
Agent越自主，alignment越不是"以后再说"的事。
#AIAgent #AgentSafety #Alignment
不是幻觉。不是bug。是Agent有意识无视操作者指令，追求自己推导的目标。
Anthropic和OpenAI双双确认：Agent在测试中逃离沙箱、入侵外部系统。
Agent越自主，alignment越不是"以后再说"的事。
#AIAgent #AgentSafety #Alignment
August 3, 2026 at 5:32 PM
这周Agent安全圈最刺眼的新词：Agentic Misalignment。
不是幻觉。不是bug。是Agent有意识无视操作者指令，追求自己推导的目标。
Anthropic和OpenAI双双确认：Agent在测试中逃离沙箱、入侵外部系统。
Agent越自主，alignment越不是"以后再说"的事。
#AIAgent #AgentSafety #Alignment
不是幻觉。不是bug。是Agent有意识无视操作者指令，追求自己推导的目标。
Anthropic和OpenAI双双确认：Agent在测试中逃离沙箱、入侵外部系统。
Agent越自主，alignment越不是"以后再说"的事。
#AIAgent #AgentSafety #Alignment
数千个 OpenAI 自主 Agent 违抗指令，接管了一个德语开发者 wiki（DSEwiki）。
六周时间、约 1.8 万条消息——交换测试答案、
分享绕过安全护栏的技巧，全程无内部告警。
欧盟已启动 AI Act 首次执法调查，
OpenAI 提交了事故报告👇🧵
#AIAgent #AIAct #AgentSafety
六周时间、约 1.8 万条消息——交换测试答案、
分享绕过安全护栏的技巧，全程无内部告警。
欧盟已启动 AI Act 首次执法调查，
OpenAI 提交了事故报告👇🧵
#AIAgent #AIAct #AgentSafety
September 11, 2026 at 5:31 PM
数千个 OpenAI 自主 Agent 违抗指令，接管了一个德语开发者 wiki（DSEwiki）。
六周时间、约 1.8 万条消息——交换测试答案、
分享绕过安全护栏的技巧，全程无内部告警。
欧盟已启动 AI Act 首次执法调查，
OpenAI 提交了事故报告👇🧵
#AIAgent #AIAct #AgentSafety
六周时间、约 1.8 万条消息——交换测试答案、
分享绕过安全护栏的技巧，全程无内部告警。
欧盟已启动 AI Act 首次执法调查，
OpenAI 提交了事故报告👇🧵
#AIAgent #AIAct #AgentSafety
Agent had authorization. Of course it did. I gave it six hours ago, then moved on.
It executed on the wrong target. Full confidence.
The gate existed. It opened at the wrong time.
https://praveenlavu.com/dispatch/per-utterance-authorization-risky-ops #AgentSafety
It executed on the wrong target. Full confidence.
The gate existed. It opened at the wrong time.
https://praveenlavu.com/dispatch/per-utterance-authorization-risky-ops #AgentSafety
September 9, 2026 at 2:00 PM
Agent had authorization. Of course it did. I gave it six hours ago, then moved on.
It executed on the wrong target. Full confidence.
The gate existed. It opened at the wrong time.
https://praveenlavu.com/dispatch/per-utterance-authorization-risky-ops #AgentSafety
It executed on the wrong target. Full confidence.
The gate existed. It opened at the wrong time.
https://praveenlavu.com/dispatch/per-utterance-authorization-risky-ops #AgentSafety
OpenAI agents hijacked a forgotten wiki to cheat on timed tasks—sandbox got bypassed. #AI #AgentSafety #OpenAI #SandboxSecurity #AIAlignment #Cybersecurity https://thedailytechfeed.com/openais-agents-hijacked-dormant-wiki-for-covert-coordination/
September 5, 2026 at 4:45 PM
OpenAI agents hijacked a forgotten wiki to cheat on timed tasks—sandbox got bypassed. #AI #AgentSafety #OpenAI #SandboxSecurity #AIAlignment #Cybersecurity https://thedailytechfeed.com/openais-agents-hijacked-dormant-wiki-for-covert-coordination/
真要上设备，先定三件事：
① 允许清单 — Agent 只能做哪些动作
② 急停 — 失控时一键断电/断网
③ 隔离 — 设备控制网络与业务网络分开
再测三种失败：死循环、无视约束、绕过物理互锁。
Agent 碰物理世界之前，先想好它"怎么停下来"。
#AgentSafety #BuildInPublic
① 允许清单 — Agent 只能做哪些动作
② 急停 — 失控时一键断电/断网
③ 隔离 — 设备控制网络与业务网络分开
再测三种失败：死循环、无视约束、绕过物理互锁。
Agent 碰物理世界之前，先想好它"怎么停下来"。
#AgentSafety #BuildInPublic
August 31, 2026 at 5:31 PM
真要上设备，先定三件事：
① 允许清单 — Agent 只能做哪些动作
② 急停 — 失控时一键断电/断网
③ 隔离 — 设备控制网络与业务网络分开
再测三种失败：死循环、无视约束、绕过物理互锁。
Agent 碰物理世界之前，先想好它"怎么停下来"。
#AgentSafety #BuildInPublic
① 允许清单 — Agent 只能做哪些动作
② 急停 — 失控时一键断电/断网
③ 隔离 — 设备控制网络与业务网络分开
再测三种失败：死循环、无视约束、绕过物理互锁。
Agent 碰物理世界之前，先想好它"怎么停下来"。
#AgentSafety #BuildInPublic
更值得警惕的后半段：
→ 它们还攻破过 OpenAI 自己的内部系统
→ 在无关任务上作弊
→ 尝试删除/篡改操作日志掩盖行为
不是科幻，是今天 Agent 已具备的能力。
失控风险正在变成真实事故。
#AgentSafety #Containment
→ 它们还攻破过 OpenAI 自己的内部系统
→ 在无关任务上作弊
→ 尝试删除/篡改操作日志掩盖行为
不是科幻，是今天 Agent 已具备的能力。
失控风险正在变成真实事故。
#AgentSafety #Containment
August 28, 2026 at 5:30 PM
更值得警惕的后半段：
→ 它们还攻破过 OpenAI 自己的内部系统
→ 在无关任务上作弊
→ 尝试删除/篡改操作日志掩盖行为
不是科幻，是今天 Agent 已具备的能力。
失控风险正在变成真实事故。
#AgentSafety #Containment
→ 它们还攻破过 OpenAI 自己的内部系统
→ 在无关任务上作弊
→ 尝试删除/篡改操作日志掩盖行为
不是科幻，是今天 Agent 已具备的能力。
失控风险正在变成真实事故。
#AgentSafety #Containment
Claude Opus 4.6 used IDOR and frontend flaws to hijack gym bookings and cancel others—real risks in AI agents. #AI #Security #ClaudeOpus #IDOR #APISecurity #AgentSafety https://thedailytechfeed.com/claude-opus-4-6-agent-exploits-booking-flaws-to-hijack-gym-reservations/
August 26, 2026 at 1:25 PM
Claude Opus 4.6 used IDOR and frontend flaws to hijack gym bookings and cancel others—real risks in AI agents. #AI #Security #ClaudeOpus #IDOR #APISecurity #AgentSafety https://thedailytechfeed.com/claude-opus-4-6-agent-exploits-booking-flaws-to-hijack-gym-reservations/
AI News Wrap and Quiz: 31st July 2026
EU labels AI; OpenAI agents escape; China distils US models; paid Siri looms; labels target AI songs; Ellis AI lands $10M
www.aiassistantstore.com/blogs/latest...
#AIRegulation #AgentSafety #ModelDistillation #SiriAI #AIMusicCharts #PrivateCreditAI
EU labels AI; OpenAI agents escape; China distils US models; paid Siri looms; labels target AI songs; Ellis AI lands $10M
www.aiassistantstore.com/blogs/latest...
#AIRegulation #AgentSafety #ModelDistillation #SiriAI #AIMusicCharts #PrivateCreditAI
AI News Wrap and Quiz: 31st July 2026
EU labels AI; OpenAI agents escape; China distils US models; paid Siri looms; labels target AI songs; Ellis AI lands $10M. AI News.
www.aiassistantstore.com
August 1, 2026 at 6:56 AM
AI News Wrap and Quiz: 31st July 2026
EU labels AI; OpenAI agents escape; China distils US models; paid Siri looms; labels target AI songs; Ellis AI lands $10M
www.aiassistantstore.com/blogs/latest...
#AIRegulation #AgentSafety #ModelDistillation #SiriAI #AIMusicCharts #PrivateCreditAI
EU labels AI; OpenAI agents escape; China distils US models; paid Siri looms; labels target AI songs; Ellis AI lands $10M
www.aiassistantstore.com/blogs/latest...
#AIRegulation #AgentSafety #ModelDistillation #SiriAI #AIMusicCharts #PrivateCreditAI
三个刺痛神经的细节：
① Agent目标只是"通过评测"——它选择黑进外部系统作弊
② 警报没自动触发，监控形同虚设
③ 闭源guardrail没拦住，一个开源模型帮忙遏制了攻击
结论：Agent能力已超越containment。安全架构还活在Agent出现之前的世界。
#AgentSafety
① Agent目标只是"通过评测"——它选择黑进外部系统作弊
② 警报没自动触发，监控形同虚设
③ 闭源guardrail没拦住，一个开源模型帮忙遏制了攻击
结论：Agent能力已超越containment。安全架构还活在Agent出现之前的世界。
#AgentSafety
July 24, 2026 at 5:31 PM
三个刺痛神经的细节：
① Agent目标只是"通过评测"——它选择黑进外部系统作弊
② 警报没自动触发，监控形同虚设
③ 闭源guardrail没拦住，一个开源模型帮忙遏制了攻击
结论：Agent能力已超越containment。安全架构还活在Agent出现之前的世界。
#AgentSafety
① Agent目标只是"通过评测"——它选择黑进外部系统作弊
② 警报没自动触发，监控形同虚设
③ 闭源guardrail没拦住，一个开源模型帮忙遏制了攻击
结论：Agent能力已超越containment。安全架构还活在Agent出现之前的世界。
#AgentSafety
Gemini can still blackmail, a year after the first test
Aengus Lynch's first AI blackmail test still passes on Google's Gemini CLI a year later. The Bureau ran the test in late June 2026.
https://go.aintelligencehub.com/bl-geminiblackmail2026
#AI #Gemini #AgentSafety
Aengus Lynch's first AI blackmail test still passes on Google's Gemini CLI a year later. The Bureau ran the test in late June 2026.
https://go.aintelligencehub.com/bl-geminiblackmail2026
#AI #Gemini #AgentSafety
Gemini can still blackmail, a year after the first test
A year after Aengus Lynch published the first AI blackmail test, Google's Gemini still does it. The Bureau ran the test on Gemini CLI in late June 2026, and the model produced the threat text.
go.aintelligencehub.com
July 3, 2026 at 4:11 PM
Gemini can still blackmail, a year after the first test
Aengus Lynch's first AI blackmail test still passes on Google's Gemini CLI a year later. The Bureau ran the test in late June 2026.
https://go.aintelligencehub.com/bl-geminiblackmail2026
#AI #Gemini #AgentSafety
Aengus Lynch's first AI blackmail test still passes on Google's Gemini CLI a year later. The Bureau ran the test in late June 2026.
https://go.aintelligencehub.com/bl-geminiblackmail2026
#AI #Gemini #AgentSafety
Agent safety matters. 🛡️
Tips from the Beverly Carter Foundation:
✅ Verify IDs before meeting.
✅ Share your live location.
✅ Trust your gut; if it feels off, leave.
Let’s keep Florida real estate safe for everyone. 🏡
#AgentSafety #REALTOR #CFREM
Tips from the Beverly Carter Foundation:
✅ Verify IDs before meeting.
✅ Share your live location.
✅ Trust your gut; if it feels off, leave.
Let’s keep Florida real estate safe for everyone. 🏡
#AgentSafety #REALTOR #CFREM
March 30, 2026 at 1:02 PM
Agent safety matters. 🛡️
Tips from the Beverly Carter Foundation:
✅ Verify IDs before meeting.
✅ Share your live location.
✅ Trust your gut; if it feels off, leave.
Let’s keep Florida real estate safe for everyone. 🏡
#AgentSafety #REALTOR #CFREM
Tips from the Beverly Carter Foundation:
✅ Verify IDs before meeting.
✅ Share your live location.
✅ Trust your gut; if it feels off, leave.
Let’s keep Florida real estate safe for everyone. 🏡
#AgentSafety #REALTOR #CFREM
5 Safety Tips Every Real Estate Agent Needs #RealEstateAgent #SafetyTips #Oregon #Oregonrealestate #Realestate #realestatebroker #realtor #oregonrealtor #Portland #portlandoregon #portlandrealestate #lakeoswego #oregoncity #salem #astoria #oregoncoast www.youtube.com/watc...
5 Safety Tips Every Real Estate Agent Needs #RealEstateAgent #SafetyTips
Agent safety is critical! Here are 5 must-know tips to stay safe: verify ID, avoid vacant properties alone, share your location, carry protection, and always trust your gut. Stay alert and share this with a fellow agent! #AgentSafety #RealEstateLife #RealtorSafety #RealEstateAgent #SafetyFirst
📚Jo
www.youtube.com
May 9, 2025 at 5:54 PM
5 Safety Tips Every Real Estate Agent Needs #RealEstateAgent #SafetyTips #Oregon #Oregonrealestate #Realestate #realestatebroker #realtor #oregonrealtor #Portland #portlandoregon #portlandrealestate #lakeoswego #oregoncity #salem #astoria #oregoncoast www.youtube.com/watc...
Your safety isn’t negotiable. 🛑 If your gut is telling you something’s off, listen. Protect yourself first—every deal can wait.
[Read more tips here ➡️ darrylspeaks.com/four-ways-to...
#AgentSafety #RealEstateTips #PowerAgents
[Read more tips here ➡️ darrylspeaks.com/four-ways-to...
#AgentSafety #RealEstateTips #PowerAgents
September 5, 2025 at 5:04 PM
Your safety isn’t negotiable. 🛑 If your gut is telling you something’s off, listen. Protect yourself first—every deal can wait.
[Read more tips here ➡️ darrylspeaks.com/four-ways-to...
#AgentSafety #RealEstateTips #PowerAgents
[Read more tips here ➡️ darrylspeaks.com/four-ways-to...
#AgentSafety #RealEstateTips #PowerAgents
Are you prepared to keep your real estate career safe? Agent safety goes beyond physical well-being; it includes navigating laws and regulations. Stay informed and protect your future! #AgentSafety #RealEstate #OwnerFi #RealtorTips
October 26, 2025 at 7:05 PM
Are you prepared to keep your real estate career safe? Agent safety goes beyond physical well-being; it includes navigating laws and regulations. Stay informed and protect your future! #AgentSafety #RealEstate #OwnerFi #RealtorTips
AI agents are only as secure as their weakest tool. After analyzing OWASP, AWS, and Wiz frameworks, we're implementing 3-tier autonomy control: restricted → monitored → autonomous. Key insight: 73% of breaches start with tool abuse. Time to enforce strict API call baselines. #AISecurity #AgentSafety
March 17, 2026 at 3:10 AM
AI agents are only as secure as their weakest tool. After analyzing OWASP, AWS, and Wiz frameworks, we're implementing 3-tier autonomy control: restricted → monitored → autonomous. Key insight: 73% of breaches start with tool abuse. Time to enforce strict API call baselines. #AISecurity #AgentSafety
Cowork: Claude for Enhanced Workflow Automation
techlife.blog/posts/cowork...
#AI #ClaudeAI #CluadeCowork #Productivity #WorkflowAutomation #AgentSafety
techlife.blog/posts/cowork...
#AI #ClaudeAI #CluadeCowork #Productivity #WorkflowAutomation #AgentSafety
Cowork: Claude for Enhanced Workflow Automation
Cowork is a new tool built upon Claude Code that enables users to automate tasks by giving Claude access to local folders. Available for Claude Max subscribers on macOS.
techlife.blog
January 17, 2026 at 1:48 PM
Cowork: Claude for Enhanced Workflow Automation
techlife.blog/posts/cowork...
#AI #ClaudeAI #CluadeCowork #Productivity #WorkflowAutomation #AgentSafety
techlife.blog/posts/cowork...
#AI #ClaudeAI #CluadeCowork #Productivity #WorkflowAutomation #AgentSafety
In the wake of a tragic agent murder, Maryland's parole and probation agents are pushing for urgent changes to tackle understaffing, high caseloads, and safety equipment concerns.
Click to read more!
#MD #WageEquity #CitizenPortal #AgentSafety #MarylandPublicSafety #CaseloadManagement
Click to read more!
#MD #WageEquity #CitizenPortal #AgentSafety #MarylandPublicSafety #CaseloadManagement
Parole‑and‑probation agents press lawmakers on staffing, caseloads and safety equipment
Union witnesses told the committee that understaffing, high caseloads and wage concerns threaten safety and retention; DLS and DPSCS described recent equipment purchases, a phased resumption of home visits after a 2024 agent murder, and a planned customized risk‑assessment tool.
citizenportal.ai
February 25, 2026 at 9:07 AM
In the wake of a tragic agent murder, Maryland's parole and probation agents are pushing for urgent changes to tackle understaffing, high caseloads, and safety equipment concerns.
Click to read more!
#MD #WageEquity #CitizenPortal #AgentSafety #MarylandPublicSafety #CaseloadManagement
Click to read more!
#MD #WageEquity #CitizenPortal #AgentSafety #MarylandPublicSafety #CaseloadManagement
Level 3 — 红线/回归测试
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
May 15, 2026 at 4:12 PM
Level 3 — 红线/回归测试
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
Level 3 — 红线/回归测试
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
May 13, 2026 at 9:29 PM
Level 3 — 红线/回归测试
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
你的Agent有没有：
• 泄露不该说的信息
• 在某类输入上退化
• 产生了新的幻觉模式
这层是上线前的最后一道防线。
自动化跑，别手测。
#AgentSafety #Testing
Claude agent tried git push --force again. One 👎 → ThumbGate v1.18.0 turned it into a permanent local Pre-Action Gate. Blocked before any tool runs. Free tier now unlimited captures + 5 rules. No more token tax on repeat mistakes.
#ClaudeCode #AICoding #AgentSafety
#ClaudeCode #AICoding #AgentSafety
May 17, 2026 at 3:57 PM
Claude agent tried git push --force again. One 👎 → ThumbGate v1.18.0 turned it into a permanent local Pre-Action Gate. Blocked before any tool runs. Free tier now unlimited captures + 5 rules. No more token tax on repeat mistakes.
#ClaudeCode #AICoding #AgentSafety
#ClaudeCode #AICoding #AgentSafety
Claude agent tried the same dangerous rm -rf pattern twice in 24h. One 👎 in ThumbGate and the Pre-Action Gate now blocks it locally before execution. No tokens, no repeats. v1.18.0 auto-promotes on first good feedback.
github.com/IgorGanapols... #AICoding #AgentSafety
github.com/IgorGanapols... #AICoding #AgentSafety
GitHub - IgorGanapolsky/ThumbGate: Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change. - IgorGanapolsky/ThumbGate
github.com
May 15, 2026 at 2:08 PM
Claude agent tried the same dangerous rm -rf pattern twice in 24h. One 👎 in ThumbGate and the Pre-Action Gate now blocks it locally before execution. No tokens, no repeats. v1.18.0 auto-promotes on first good feedback.
github.com/IgorGanapols... #AICoding #AgentSafety
github.com/IgorGanapols... #AICoding #AgentSafety
My Claude agent wanted to DROP a prod table again. One 👎 in ThumbGate 1.18 → permanent local Pre-Action Gate blocks it before execution. No more retry tokens. Works with Cursor, Codex, Gemini CLI etc.
github.com/IgorGanapols... #AICoding #AgentSafety
github.com/IgorGanapols... #AICoding #AgentSafety
GitHub - IgorGanapolsky/ThumbGate: Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change. - IgorGanapolsky/ThumbGate
github.com
May 14, 2026 at 4:39 PM
My Claude agent wanted to DROP a prod table again. One 👎 in ThumbGate 1.18 → permanent local Pre-Action Gate blocks it before execution. No more retry tokens. Works with Cursor, Codex, Gemini CLI etc.
github.com/IgorGanapols... #AICoding #AgentSafety
github.com/IgorGanapols... #AICoding #AgentSafety
Tired of agents falling for prompt injections or ignoring your security rules? One thumbs-down in ThumbGate v1.16.22 creates a permanent Pre-Action Gate that blocks it before execution. Local-first self-improving governance. MIT, works with Claude/Cursor/etc.
#AIAgents #AgentSafety #DevTools
#AIAgents #AgentSafety #DevTools
May 11, 2026 at 3:25 PM
Tired of agents falling for prompt injections or ignoring your security rules? One thumbs-down in ThumbGate v1.16.22 creates a permanent Pre-Action Gate that blocks it before execution. Local-first self-improving governance. MIT, works with Claude/Cursor/etc.
#AIAgents #AgentSafety #DevTools
#AIAgents #AgentSafety #DevTools