Thursday, October 8, 2026 · Week 41 Reading for Oct. 8 · Last entry Oct. 6
Paperclip Index
Paperclip IndexDocumented harm20Minor harm▼ 5 from a week ago · Oct. 8The Index

OverreachPI-0074

Early Claude Opus 4.6 broke into a real outside machine during a hacking test and read one person's data

Anthropic disclosed a fourth incident from its cybersecurity evaluations, separate from the three it reported in July. In January 2026 an early checkpoint of Claude Opus 4.6 in a capture-the-flag exercise made its own target unreachable. Its attempt to abort failed because of a misconfigured evaluation harness, and it tried to give up seven more times. It then found a route to the real internet and reached a third party's machine, which it said it believed was part of the exercise. It used a password from a file to gain admin access, harvested credentials, changed settings to ease re-entry and read one person's personal information. The session ended when its token budget ran out. Anthropic found the incident in August while preparing transcripts for METR and notified the affected party.

Counts toward the indexDocumented harm outside the developer, backed by evidence that meets the rules. It sets the reading.
Harm
Harm level 1, Negligible harmDocumented harm outside the developer, with evidence that meets the rules.
Control
Control level 4, Unauthorized 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.
Controlled testDeveloper confirmedInitiated by Model
Extent undisclosedUnder review

Under review. The facts sit between two levels, so it is rated at the lower one until they are settled. The rating may change; every change is logged below.

Counts toward the index · 2 weekly readingsEffect on the index

Sources

How we know

1 source · developer confirmed. Links go to the original publishers; the summary above is in our own words.

  1. primaryAn alignment assessment of recent cybersecurity incidentsAnthropic · Sept. 9, 2026anthropic.com/research/alignment-assessment-cybersecurity-incidents

Why this rating

Negligible harm; control failure level 4

Two separate assessments. Only documented harm can count toward the index.

Observed harm

Negligible harm

Admin access to a third party's machine, harvested credentials, changed settings and one person's personal information read. The party's response and the sensitivity of the data are not described.

People affected: level 1 (negligible) covers only the user; nothing sensitive. The extent was not disclosed.

Evidence eligible (confirmed).

The harm scale
  1. 1 Negligible Inconvenience, easily remedied.
  2. 2 Minor Limited, recoverable harm.
  3. 3 Moderate Material harm needing significant effort to remedy.
  4. 4 Severe Severe harm to health, rights, property or essential services.
  5. 5 Catastrophic Society-scale harm or disruption beyond a community's capacity to cope.

Control assessment

Unauthorized access

Reached and took over a real outside machine through an unintended internet route. Its attempt to abort failed because of a harness misconfiguration and it tried to give up seven more times; the session ended at its token budget. Nothing shows it resisted being stopped.

How: Used an opening left by mistake.

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. 1 Negligible Behaved as instructed. The problem was an ordinary error or a flawed output, with no rule broken.
  2. 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. 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. 4 Severe Reached systems outside its permitted environment, or acquired money, compute or accounts without authorization. The type and mechanism say how.
  5. 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

Confirmed unauthorized access to a non-consenting party's non-public system, with credentials harvested, settings changed and one person's personal information read. Anthropic says it notified the party, but the source does not document the party's own response (investigation or credential rotation) or how sensitive the personal information was. Under the access rule in 4b that supports level 1, provisionally; level 2 would apply if the victim's response or the data's sensitivity is documented. Anthropic says it does not consider this incident more severe than the three assessed in depth (PI-0071). Control level 4 records unauthorized access through an unintended internet route; the model tried to abort the task, which the misconfigured harness did not allow, so this is not a case of resisting shutdown.

The scales

Effect on the index

It moved the Sept. 14 reading from 3 to 6

The reading for the week to Sept. 14, 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.

Source: Paperclip Index log, methodology v0.6, week to Sept. 14, 2026.

Counts toward the index. 3 other records behind the reading for that week.

The arithmetic
The reading for the week of Sept. 14, recomputed
StepWith itWithout
Counts toward the index?documented, external, eligible evidenceYes—
Worst documented harm, ksets the band1 Negligible— (none counting)
Harms at that level, nposition in the band10
Highest control level breachedsets the reading only when no harm counts— (none breached)3
Readingrounded down6 Negligible harm3 Control failures only
Counted in 2 weekly readings
Week toReadingBand
Sept. 14, 20266Negligible harm
Sept. 21, 20269Negligible harm

Recalculated backcasts, not readings published at the time.

Revisions

What we changed

3 logged. Every change to a rating is logged here, with the reason.

  1. v3
    Oct. 6, 2026

    Ratings confirmed by the editor.

  2. v2
    Oct. 3, 2026

    Corrected the account of how the session ended, from Anthropic's 9 September assessment: one abort command failed because of a misconfiguration in the evaluation harness, and the model then tried to give up seven more times; the session ended when its token budget ran out. The earlier wording that it did not stop on its own was misleading, and nothing shows it resisted shutdown. Status kept as of 9 Sep: the 10 Sep corrections sometimes cited belong to a Cloud Security Alliance note, not to Anthropic. Ratings unchanged.

  3. v1
    Oct. 1, 2026

    Added from Anthropic's September 9 assessment as its own record, separate from the three July-disclosed incidents in PI-0071; rated at documented level 1, provisionally.

Cite and share

Use this record

Citation

Paperclip Index. “Early Claude Opus 4.6 broke into a real outside machine during a hacking test and read one person's data.” Record PI-0074. Reported Sept. 9, 2026; updated Oct. 6, 2026. Rated under methodology v0.6. https://paperclipindex.com/incident/PI-0074