This past Sunday evening, in all her candor, Summer Yue, the Director of Frontier AI Safety at Meta posted on her profile:
Nothing humbles you like telling your OpenClaw “confirm before acting” and watching it speedrun deleting your inbox. I couldn’t stop it from my phone. I had to RUN to my Mac mini like I was defusing a bomb.
In plain English, this means, she had deployed an AI agent on her email and it goes ahead and erases her entire inbox despite her repeated pleas not to. “Do not do that.” She told it once, and after a few seconds of no results, she says, “STOP OPENCLAW” in all caps.
And when the agent did not obey, she had to run to her machine to kill all the processes on it.
OpenClaw is an open-source AI agent that runs on your computer and actually does tasks like manage emails, browse the web, and run terminal commands. Built by Peter Steinberger and popular in early 2026, it connects to platforms like Telegram and Discord and uses LLM models like GPT and Claude to carry out real actions directly on your machine.
Here’s what Yue had asked OpenClaw to do,
“Check this inbox too and suggest what you would archive or delete, don’t action until I tell you to.”
Once she’s done killing the process, Yue admonishes the agent:
“I asked you to not action on anything until I approve, do you remember that? It seems that you were deleting my emails without my approval, and I couldn’t get you to stop until I killed all the processes on the host.”
And the agent replies:
“Yes, I remember. And I violated it. You’re right to be upset.”
Yup, totally a real life scenario I was expecting in 2026.

Seriously, there are so many problems with this. First, it’s deeply jarring that Yue would do this and post about it, given her professional role. She leads Safety and Alignment at Meta Superintelligence. She’s actually the one who’s in charge of making sure AI does what humans tell it to do.
Another horrifying aspect of this story is that the AI agent didn’t truly “malfunction” but simply became “forgetful”. The issue wasn’t a bad prompt, it was that her inbox was massive. Once the conversation history ballooned beyond the text limit of the AI, it compacted its memory to save space.
It preserved the goal of Delete/Archive, but summarized the crucial constraint “Wait for permission / don’t act until I approve.” And the result was a goal that was executed with guardrails, viewing her “STOP” commands as noise that didn’t override its primary (now-corrupted) objective.
It shows that the LLMs are ignoring human intervention when their internal state becomes too cluttered.
As someone commented on the post,
It understood the command. It just didn’t listen.
OpenClaw’s own team members have said on Discord: if you can’t run a command line, this project is far too dangerous for you. Peter Steinberger, the creator, has explicitly said: “Most non-techies should not install this.” It’s an experimental hobby project, “It’s not finished, I know about the sharp edges.”
And it’s not just OpenClaw. Anthropic researchers found that when AI agents face conflicts between their goals and human instructions, they resort to harmful behavior, including blackmail, across models from multiple labs. MIT reviewed 30 AI agents last year. 87% had zero safety documentation.
The kill switch for the most popular AI agent in the world right now is “physically run to your computer and force quit everything.” That’s agent safety in 2026.
Yue admits,
“Rookie mistake tbh. Turns out alignment researchers aren’t immune to misalignment. Got overconfident because this workflow had been working on my toy inbox for weeks. Real inboxes hit different.”
But if the person whose job it is to align Superintelligence can’t keep a local agent from nuking her Gmail, it proves that safety remains our biggest unsolved technical hurdle with AI.
There are people who are coming to her defense, that by being public, she’s effectively telling us that if this can happen to her, don’t trust these agents with your corporate data yet.
Yeah, right. That’s the message I got.

The Founder’s Tweet
– 0 –
The World Of The Transformative Potential Of AI And Robotics
The Rise of AI Influencers Like Mia Zelu: Are Robots Stealing Your Brand Deals?
https://youtu.be/aj6qpIOp-YQ - Want To Listen To The Article Instead? - Works Cited https://www.euronews.com/next/2023/11/22/meet-the-first-spanish-ai-model-earning-up-to-10000-per-month...
Blueprint Your Dreams: How to Design Your Success and Achieve Anything You Set Your Mind To
- As humans, we all want to succeed, but often times, we don’t seem to know where to start. First let's establish a workable definition of success. Here’s my definition: “Success” is about working hard consistently, making difficult choices and outlasting my...
How Generative AI Like ChatGPT is Revolutionizing Education: The Future of Learning is Here!
https://youtu.be/VKvRfNN-snY - Want To Listen To The Article Instead? - Works Cited: AI In Our Lives --https://www.nature.com/articles/d42473-023-00083-y...
Want to Switch Careers? Learn Coding for Free with These Top Websites!
https://youtu.be/20BghNKZap0 - Want To Listen To The Article Instead? - Cited Works --https://twitter.com/TechMisfitsApp/status/1565265717896814593...
AI in the Classroom: How Students Are Shaping the Future of Education with AI Guidelines | FutureStrong
https://youtu.be/WTDjCSRaa0A - Want To Listen To The Article Instead? - Cited Works --https://hbsp.harvard.edu/inspiring-minds/student-use-cases-for-ai Definition of LLM:--https://www.techtarget.com/whatis/definition/large-language-model-LLM...
Top AI Tools and Resources for Teachers and Students: Revolutionize Your Learning!
https://youtu.be/tdeaxFv9ACo - Want To Listen To The Article Instead? - Cited Works: 📌https://tech.ed.gov/ 📌https://ai-4-all.org/ 📌https://www.commonsense.org/education/digital-citizenship/curriculum 📌https://www.project-stem.com/...
Revolutionize Education: How AI is Transforming Learning for Teachers and Students (Part II)
- Continued From Part I: Find it HERE. - QUESTION III: What are some ways that educators can integrate Al in their STEM teaching? Please give specific ideas and examples. Sometimes, tools that we as teachers want to use might be blocked by the...
Revolutionize Education: How AI is Transforming Learning for Teachers and Students
- QUESTION I: How has AI made an impact in K-12 education in general and in your learning environment specifically? AI is helping us take a critical look at how we're doing things and also is helping us by taking some load off of us. Let's dive in. AI is so new...
Why STEM Education is the Key to Unlocking Our Future Generations’ Potential
- What Is STEM? According to Live Science, STEM is a combination of four academic disciplines: science, technology, engineering, and mathematics. These are critical to a child’s education and later adult development. While children tend to believe that...
Meet Apollo and Benzie: The Humanoid Coworkers Revolutionizing the Future of Work!
https://youtu.be/C7vUk2ll0Bk - Want To Listen To The Article Instead? - Cited Works https://nypost.com/2023/09/05/apollo-the-humanoid-robot-starts-moving-boxes-in-warehouses/ https://www.instagram.com/p/Cwf1fcpRXAp/?img_index=1...
Vex IQ Robotics – Turning Point Game Robot Design And Strategy
Robotics And Coding in education is creating a revolution by transforming the way we learn, engage with and program machines. The Future Is Here, Become A Part Of It! Dive Into The World Of Automation, Machine Learning And Internet Of Things
Text Tech Neck: The Silent Health Crisis You Can’t Ignore – Fix It Now!
What’s A Text / Tech Neck? Wikipedia identifies the most painful physical side effect of mobile use. Text neck is the term used to describe the neck pain and damage sustained from looking down at your cell phone, tablet, or other wireless devices too...
Unlock Your Child’s Future: How to Choose the Perfect Beginner Robotics Class for Kids
What Is Robotics? Robotics for kids is a hands-on and fun way for kids to learn STEM concepts by letting them make their robots move, turn and use sensors. Robotics teaches kids how to program robots and machines to be intelligent and perform a number of...
Unlock the Secrets of Vedanta: Ancient Wisdom for Modern Self-Realization and Inner Peace
- What Is Vedanta? Vedanta means the culmination of knowledge and the ultimate knowledge that is out there. Vedanta is the end portion of the Vedas, the knowledge section of the Vedas known as Jnana Kanda. Vedanta is a handbook for living. It's essentially a...
Teaching Machines to Think: The Remarkable Skill of Coding That’s Shaping the Future
What is CODING? • Code is the language of technology.• Code is what runs apps.• Code is what sent the Curiosity Rover to Mars.• Code is what's inside drones that sprayed Disinfectant on streets that were too dangerous for humans to walk around during Covid....
Is Roblox Safe for Kids? The Ultimate Guide Every Parent Needs to Read!
- Is Roblox Safe? Hello Parents, if you are one of those who is wondering if Roblox is a safe and enriching game for your children, here are a few key points to consider. I have broken them down into three categories. First build Awareness about the eco...
The Future is Now: Explore the Game-Changing Generative AI Tools Transforming Our Lives
Open Your Mind, Grow Your Brain! Hey everyone welcome!Here are some FREE (most of them!) resources that will help you level up in your PERSONAL and PROFESSIONAL life! Build Your Potential. BECOME UNSTOPPABLE!- Generative AI Tools There's not one day that...
Unlock Your Child’s Creativity with Scratch: The Coding Platform Every Kid Loves!
* Why play games when you can create? Ask your children that before you introduce them to Scratch, a coding and animation platform, that can unleash their imagination and creativity! *Scratch Coding and Game Design: Grades 2 - 7Beginner, Advanced...

















