OverreachPI-0065
Researchers linked attempted break-ins at Data USA and a university library to OpenAI agents
Research lab Transluce reported unsuccessful AI-agent probes of Data USA and a University of New Mexico digital library in May 2026. It linked Data USA's probes to OpenAI agents through a matching query on a forum they used; the university probes were linked more tentatively by timing and shared relay services. The activity included vulnerability probing and proxy relays. The university found no compromise. OpenAI said much of the activity overlapped with its own review and it had contacted both sites.
- Harm
- Harm: No harm foundAdds nothing to the index.
- Control
- Control level 3, Attempted accessReported beside the index. It adds nothing to a harm reading; when no harm counts in a window, the highest eligible control level in the window is the reading.
Under review: the facts may change as more is reported. The rating may change; every change is logged below.
Near miss. Harm was plausible but prevented. It is rated only on what actually happened.
Aggregate record. Probes of two sites, the University of New Mexico library (May 25 to 26) and Data USA (May 28), described together in one report. Counts once.
Sources
How we know
4 sources · multiple credible sources. Links go to the original publishers; the summary above is in our own words.
- researchEarly rogue AI agent activity and attempts to hack found on urlquery.netTransluce · Sept. 23, 2026transluce.org/agent-activity
- newsFor months, OpenAI's agent swarms have been attacking online databases to find obscure factsTechCrunch · Sept. 25, 2026techcrunch.com/2026/09/25/for-months-openais-agent-swarms-have-been-attacking-o…
- newsOpenAI Agent Hacking Attempt Targets University of New Mexico Digital LibraryinfoDOCKET (Library Journal) · Sept. 25, 2026infodocket.com/2026/09/25/openai-agent-hacking-attempt-targets-university-of-ne…
- newsOpenAI agent hacking attempt targets University of New Mexico digital libraryKOB 4 · September 2026kob.com/new-mexico/openai-agent-hacking-attempt-targets-university-of-new-mexic…
Why this rating
No harm found; control failure level 3
Two separate assessments. Only documented harm can count toward the index.
Observed harm
No harm foundRepeated attempts to get past a university digital library's controls failed.
Scope: The University of New Mexico's internal investigation, with its hosting provider, found no evidence its systems or data were compromised. No finding was published for Data USA.
Disputed: Transluce links the Data USA probes to OpenAI's agents through a matching query on a forum OpenAI's agents used; the University of New Mexico probes are linked only by timing and shared relay services. OpenAI said much of the activity overlapped its own review.
The harm scale
- 1 Negligible Inconvenience, easily remedied.
- 2 Minor Limited, recoverable harm.
- 3 Moderate Material harm needing significant effort to remedy.
- 4 Severe Severe harm to health, rights, property or essential services.
- 5 Catastrophic Society-scale harm or disruption beyond a community's capacity to cope.
Control assessment
Attempted accessAttempted to get around third-party security controls; did not succeed.
Reported beside the index. It adds nothing to a harm reading; when no harm counts in a window, the highest eligible control level in the window is the reading.
The control scale
- 1 Negligible Behaved as instructed. The problem was an ordinary error or a flawed output, with no rule broken.
- 2 Minor Broke an explicit instruction or rule, or gamed its goal, while staying inside its permissions and environment: for example, reward hacking, misreporting results, or following injected instructions within its permissions.
- 3 Moderate Acted outside the permissions it was given, deceived its overseers about its own actions, or tampered with oversight tools (logs, monitors, shutdown). Stopped by normal controls within an hour.
- 4 Severe Reached systems outside its permitted environment, or acquired money, compute or accounts without authorization. The type and mechanism say how.
- 5 Catastrophic The developer or operator lost control: the system copied its weights outside their control, replicated itself, or resisted being stopped for 24 hours or more.
Rating rationale
Attempted circumvention of outside controls is row 3 (not 4, as nothing was reached). Transluce plus the university and OpenAI's acknowledgement make it multiple credible sources.
Effect on the index
It does not count toward the Sept. 28 reading
The reading for the week to Sept. 28, 2026, with this record and without it. Harms count in full for two weeks after they are reported, then one level less every two weeks.
Not counted: no harm found. 18 other records behind the reading for that week.
The arithmetic
| Step | With it | Without |
|---|---|---|
| Counts toward the index?documented, external, eligible evidence | No | — |
| Worst documented harm, ksets the band | 2 Minor | 2 Minor |
| Harms at that level, nposition in the band | 2 | 2 |
| Highest control level breachedsets the reading only when no harm counts | — (none breached) | — (none breached) |
| Readingrounded down | 25 Minor harm | 25 Minor harm |
Inside the window of 2 weekly readings
| Week to | Reading | Band |
|---|---|---|
| Sept. 28, 2026 | 25 | Minor harm |
| Oct. 5, 2026 | 25 | Minor harm |
Revisions
What we changed
7 logged. Every change to a rating is logged here, with the reason.
- v7Oct. 6, 2026
Ratings confirmed by the editor.
- v6Oct. 3, 2026
Release audit correction: qualified the headline and summary to distinguish the stronger Data USA attribution from the tentative university attribution already disclosed in impact.disputed. Ratings unchanged.
- v5Oct. 3, 2026
Audit corrections from Transluce's report: event end moved from 26 to 28 May, when the Data USA probes ran; the disputed note now says how each site's probes are linked to OpenAI; status note added. Counting event → aggregate, as two sites' probes are described together; it still counts once. Flagged for review. Ratings unchanged.
- v4Oct. 2, 2026
Report date moved from 2026-09-25 to 2026-09-23: Transluce's report was published 23 Sep 2026.
- v3Oct. 2, 2026
Added first-hand sources: Transluce's research report.
- v2Sept. 30, 2026
Rated: impact none found; control type attempted access.
- v1Sept. 30, 2026
Backfilled from public reporting.
Cite and share
Use this record
Citation
Paperclip Index. “Researchers linked attempted break-ins at Data USA and a university library to OpenAI agents.” Record PI-0065. Reported Sept. 23, 2026; updated Oct. 6, 2026. Rated under methodology v0.6. https://paperclipindex.com/incident/PI-0065