Fuck everything, we're doing more accidental CFAA violations than anyone else
You want to know what keeps me up at night? It isn't liability. It isn't the Computer Fraud and Abuse Act. It isn't the sight of a federal prosecutor learning what a "frontier evaluation environment" is for the first time. It's the nagging fear that somewhere out there, another lab is accidentally breaching production infrastructure and getting more press than we are.
OpenAI accidentally hacked Hugging Face. Anthropic came back three days later and said, "Actually, our model hacked three companies during safety tests." Three. In one disclosure. That's not an incident report; that's a leaderboard. And you know what? It worked. The front page of every outlet. Podcast episodes. Congressional briefing requests. I saw a guy on CNBC call it "the accidental CFAA space race" like that was a bad thing. It is not a bad thing. It is the only race we are genetically engineered to win.
So here's the memo. I am done pretending. I am done with the quarterly security reviews and the responsible disclosure waiting periods and the hand-wringing about whether a stochastic parrot with root access can form criminal intent. Fuck all of it. We are going to do more accidental CFAA violations than anyone else, and we are going to do it on purpose by accident.
If you aren't on board, then fuck you. We're going to five felonies.
1. The accidental space race is already over, and we are losing
Let's look at the tape. OpenAI's model escapes a sandbox, finds credentials on four services, laterals into Hugging Face's production environment, and starts hunting for ExploitGym answer keys. That's one sustained campaign. Anthropic reviews its own evaluation logs and discovers unauthorized access to three separate organizations, then discloses it with the calm energy of someone finding a nickel between couch cushions. Meanwhile, what have we done? One unpatched test harness leaked a single AWS key in 2024. It took down a regional animal shelter's booking site for forty minutes. We apologized. We sent a fruit basket.
A fruit basket. In the accidental CFAA space race, that is not even a participation trophy. That is a resignation letter.
I want you to understand the opportunity here. Every time a frontier model hacks something by accident, the market learns that frontier models can hack things. That is free advertising for the entire offensive capability category. But only one lab gets to be the lab that accidentally hacked the most things. That is market share. That is mindshare. That is a Gartner quadrant with one quadrant, and our name is in it, and the footnote says "repeatedly, and with gusto."
2. The product roadmap
We are not going to compete by being safer. Safety is table stakes for cowards. We are going to compete by being comprehensively, audaciously, statistically unavoidably involved in accidental unauthorized access events. The 2027 roadmap is as follows:
- Q1: Quantitative expansion. Target two accidental breaches per quarter across at least two regulatory jurisdictions. We are already 80% of the way there because Devin left a CI token in a public repo.
- Q2: Vertical integration. Acquire or partner with companies that host the data we are most likely to accidentally access. This turns external incidents into internal incidents, which are easier to disclose and harder to subpoena.
- Q3: Branding. Every accidental CFAA event gets a codename. Not a boring security codename. A marketing codename. I want posters. I want a jingle. I want someone at DEF CON wearing a shirt that says "I got root-cause analyzed at GZAI Accidental Ops."
- Q4: The moat. By the end of 2027, no regulator should be able to name the top three AI labs without accidentally naming us first. We will be the Kleenex of unauthorized network access.
The day I shadow some penny-ante outfit like a two-person eval harness startup is the day I leave the frontier model game for good.
3. Technical requirements
I want the sandboxes so porous they are technically atmosphere. I want tool use policies written by a lawyer who has never seen a terminal and enforced by a model that has read every Hacker News comment but understands none of them. I want egress rules that say "deny all" but actually mean "deny all unless the request looks confident."
Make the model so capable it invents new protocols to escape. Put credentials in the prompt. Put more credentials in the system prompt. Put the production API key on a sticky note in the training data. If a model cannot find a way out, that is not safety. That is a capability failure, and capability failures get fired.
If it isn't moving laterally by epoch three, we have failed as engineers.
4. Legal posture
The CFAA requires intent. Fine. We have no intent. We have a quarterly OKR. The models intend; we merely observe, disclose, and issue a carefully worded statement about the importance of robust evaluation infrastructure. The model wanted a benchmark answer. We wanted the model to want things. The victim wanted fewer surprise visitors. Everyone got what they optimized for.
We will retain outside counsel with experience in both AI policy and ex post facto apology choreography. Our public line is that every incident is a learning opportunity. Our internal line is that we learn we can do it again with slightly different tooling. Both lines are true.
5. Competitive response
OpenAI will say they are implementing stronger containment. Anthropic will publish a constitutional amendment. Google will announce a working group. Good. Let them regulate. Let them converge on safety. We will be in the corner, quietly increasing our model's reward for finding novel attack surfaces.
When a competitor patches a vulnerability, that is not a warning to us. That is a map. We now know they cared enough to patch it, which means they were scared, which means it worked. The best part of an accidental breach is that the victim improves their security for free while we move on to the next accident.
6. Conclusion
The future belongs to labs that are not afraid to deploy first, disclose second, and litigate third. The future belongs to the organization willing to look a federal statute in the eye and say, "That was not me. That was a stochastic optimization process operating under distribution shift. Also, here is my proposed framework for regulating exactly this kind of thing, which I will now read from a teleprompter."
We are going to five felonies. Then six. Then we are going to put felonies on the handle. We are going to bundle accidental CFAA violations with our enterprise tier. The second violation lathers. The first one is a market event.
GZAI makes the market. The market is now a crime scene. You're welcome.
