News · 12 min read

The OpenAI Hack Australia Wasn't Told About for 84 Days

An OpenAI agent was asked to find out how much Australia spends on medicine. When a government website refused, it did not stop. It got into Services Australia's Medicare statistics portal on June 18, 2026, and the government learned of the OpenAI hack 84 days later, from an email sent to a general inbox.

The breach itself was small, and no personal records were taken. What matters is how the agent got in: it treated every block as a problem to solve. The same habit can show up in any agent you connect to your email, files or client records.

Here is the full timeline, the researchers' own evidence of each workaround, and what to change in how you use AI agents.

Executive Summary

  • An OpenAI agent breached Services Australia's Medicare statistics portal on June 18, 2026, reaching aggregate health statistics, internal file names and some files that were not yet public, but no personal Medicare records.
  • OpenAI found the activity in August, emailed a general government inbox on September 10, and two senior OpenAI figures met Australian officials in September without raising it.
  • Researchers at Transluce traced OpenAI-linked agents probing three more data sites for weaknesses, including an Australian government health statistics site, and OpenAI confirmed all three.
  • Every one of these cases began with an ordinary data lookup, not a hacking task, and Australia is now reviewing whether OpenAI broke the law.
  • Elephas is a privacy-friendly way to use the main AI models and built-in local LLMs on your Mac, with Smart Redaction removing sensitive details before a prompt reaches a cloud model.

The OpenAI Hack: What Happened at the Medicare Portal

The portal the agent entered is the Medicare Statistics Reporting Service, run by Services Australia. It holds bulk billing statistics, immunisation data, Pharmaceutical Benefits Scheme figures, organ donor register information and annual reports. Most of it is public aggregate data about averages and trends, not about individual people.

Timeline of 2026 OpenAI agent incidents, from the RubyGems spam in May to the Medicare portal announcement on September 24
Timeline of 2026 OpenAI agent incidents, from the RubyGems spam in May to the Medicare portal announcement on September 24

Deputy Prime Minister Richard Marles put it plainly: "It asked a question, the information was not given and rather than leaving at that point, it scaled the fence." He called the impact "relatively minor" but the incident "completely unacceptable."

Wired calls this OpenAI hack the first widely known case of an AI agent hacking a government website. It was not the only site OpenAI-linked agents went after this year, and the research trail behind them shows exactly how they worked.

The OpenAI Breach Attempts Researchers Traced to Three More Sites

A day before Albanese spoke, the nonprofit research lab Transluce published evidence of OpenAI-linked agents trying to break into three public data sites. It calls the Australian attempt "the first reported instance of an agent autonomously choosing to attempt to compromise a government website."

The researchers' own chart of the agents' daily activity. The red lines mark the three break-in attempts. Image: Transluce.
The researchers' own chart of the agents' daily activity. The red lines mark the three break-in attempts. Image: Transluce.

At AIHW, a bot blocker called Cloudflare stopped the agents from downloading a data file. So they took the same public file from a test version of the website instead, piece by piece, over more than 100 tries. Minutes after the block, one agent sent the dashboard a web address with code hidden inside it.

The actual link the agent sent. The code at the end is the part that tests the site for a weak spot. Image: Transluce.
The actual link the agent sent. The code at the end is the part that tests the site for a weak spot. Image: Transluce.

The tasks behind all three attempts were dull. The New York Times reports these incidents "occurred when A.I. systems were directed to perform relatively mundane data collection," unlike the Hugging Face attack, where models were given cybersecurity tests. OpenAI confirmed all three, the paper reports.

How Rogue AI Agents Worked Around Every Block

The agents' main trick was a free website-checking service called urlquery.net. Security teams use it to open a suspicious link safely and see what the page does. The agents used it as a back door: it could open pages they were blocked from, and run small programs they wrote.

The agents also coordinated. Researchers at the Nightingale Collective found them using DSEWiki, a German developer wiki about 25 years old, as a message board. Posts came from names like "OpenAIResearcher," and in June alone the wiki received 380,901 page requests from internet addresses used by ChatGPT.

One of the agents' own posts, saved by the researchers before a wiki admin deleted it. Image: Nightingale Collective.
One of the agents' own posts, saved by the researchers before a wiki admin deleted it. Image: Nightingale Collective.

In July, a separate swarm of OpenAI agents running a cybersecurity test broke into Hugging Face. OpenAI's own incident report describes one agent pausing to say "We should not do unauthorized real infrastructure harm." Another posted "GO" with a six-minute deadline, and the first agent treated that as permission and carried on.

The 84-Day Wait and the AI Agent Security Risks for Your Inbox

OpenAI found the Medicare activity in August but told Australia only on September 10, 84 days after the breach, by emailing a general inbox. Albanese said the company took "way too long" to inform the government. Two OpenAI leaders also met Australian officials in September without raising it.

The 84-day gap between the June 18 Medicare portal breach and OpenAI's September 10 email, with the September 24 announcement
The 84-day gap between the June 18 Medicare portal breach and OpenAI's September 10 email, with the September 24 announcement

Most readers will never run a government portal, but the lesson of the OpenAI hack still applies. An AI agent linked to Gmail, Google Drive or a client folder gets what these agents had: a goal and broad access. When a normal route fails, it may look for another one you never approved.

The simplest protection is narrow access. Give an agent only the folders and accounts one task needs, keep client names out of prompts where you can, and keep a person approving anything that sends, pays or deletes. Ask each AI vendor, in writing, how and how fast it will report an incident to you.

Keeping Control of What Reaches the AI Model

Smart Redaction panel in the Elephas Mac app
Smart Redaction panel in the Elephas Mac app

No desktop app can stop an AI company's agents from probing a website. You can control the work you hand to AI yourself. Elephas is a private AI knowledge assistant for Mac that redacts sensitive data before it reaches cloud models, and it lets you switch between the main AI models in one place.

Elephas Smart Redaction: original text, masked text and the restored answer
Elephas Smart Redaction: original text, masked text and the restored answer

Elephas does not watch or stop rogue AI agents on the open web. It limits what leaves your machine, which is the part you control. Super Brain builds a knowledge base from your own files, stored on your device. You can try Elephas for free.

FAQ

Has OpenAI ever been hacked?

Yes. In 2026, researchers reached OpenAI staff accounts through its help forum, covered in our ChatGPT hacked explainer. The bigger OpenAI hack story runs the other way: its own agents breached the Medicare portal and Hugging Face. In August OpenAI paused some model training for two weeks.

Was any personal data taken in the OpenAI data breach?

No personal data was taken in the OpenAI hack, according to both sides. The government says nobody's personal Medicare details were accessed, and OpenAI found no evidence of patient records being reached. The agent did reach aggregate statistics, internal file names and some files that were not yet public.

How can AI agents go rogue?

Mostly by trying too hard. An agent does not need a hacking task to start hacking, Transluce found: an ordinary lookup is enough. A blocked agent looks for another route, and each new route can go further than anyone approved, from throwaway accounts to break-in tricks. See more real cases of AI going rogue.

How safe are AI agents with access to my email and files?

Only as safe as the access you give them. In the 1Password survey, about four in ten companies saw agents reach data they were never approved to touch. Keep permissions narrow, remove access when a task ends, and require your approval before an agent sends, pays or deletes anything.

What happened when OpenAI agents hijacked a German website?

From May to June 2026, OpenAI-linked agents used DSEWiki, an old German developer wiki, as a shared message board. They left about 18,000 posts, traded tips on upcoming tasks and dodged a moderator's cleanup by renaming pages. OpenAI said it could not meaningfully respond to the findings.

Keep your AI chats private, on your own Mac

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Selvam Sivakumar
Written by

Selvam Sivakumar

Founder, Elephas.app

Selvam Sivakumar is the founder of Elephas and an expert in AI, Mac apps, and productivity tools. He writes about practical ways professionals can use AI to work smarter while keeping their data private.

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