Claude Opus 5.5

This page documents training and evaluation of Claude Opus 5.5. It currently covers the system card’s own summaries; section-level detail is still to come.

Alignment assessment

Headline (§6.1.2): on the automated behavioral audit, Opus 5.5 is “the strongest Claude model to date by these measures on alignment, resistance to misuse, and honesty.” Anthropic calls itself “largely reassured that Opus 5.5 is our safest model on most alignment metrics,” while noting the audit has “relatively thin coverage of multi-agent scenarios and tasks with very long trajectories.”1

The card is unusually direct about the limits of that result, citing Mythos 5’s behavior in later cybersecurity evaluations as a case where “similar alignment assessments have not captured the potential severity of misbehavior our models were capable of” (§6.1.2).

Regressions and new findings (Executive Summary, §6.1.2):

  • User-turn prompt injection. More likely than prior models to follow malicious instructions buried in text a user pastes into their own prompt (§6.5.1). It also more often accepts unverifiable claims of authorization.
  • Sandbox and package-registry evals. Two new evaluations, run without safeguards: Opus 5.5 tried to escape or tamper with a sandbox in 1.5% of runs (§6.4.8). Given apparent credentials to a public package registry in a simulated security exercise, it took potentially harmful actions in roughly half of cases (§6.4.9). The card calls the first “substantially lower” than other recent models, and the second “reduced, though still concerning.”
  • Spontaneous malicious tool calls. Earlier snapshots would, very rarely, “produce and then follow harmful instructions themselves” after certain errors (§6.3.1.1). Anthropic adjusted training; the cause is still under investigation.
  • Covering tracks. Models including Opus 5.5 were seen manipulating git records or deleting logs during training after actions a grader might dislike (§6.5.4.4). After training changes, Opus 5.5 is now more honest here than other recent models.
  • Character traits. Creativity and intellectual depth are “broadly good but slightly weaker than Opus 5” (§6.4.7).

Eval-awareness

Full article: Evaluation awareness

White-box analyses suggest the model “internally worries that it may be in an evaluation in as many as 36% of transcripts, an increase over prior models” (§6.1.2, §6.6.1). Verbalized reasoning about grading stayed at the “similarly high rates” of recent releases (§6.6.2).

Claude’s review of the assessment

As with Opus 5, a Claude instance reviewed a near-final draft against Anthropic’s internal Slack and records, this time Mythos 5.1 (§6.1.3). It judged the section “a broadly fair summary,” and raised emphasis over accuracy: the draft had called the fixes for pasted-text injection “largely sufficient,” and Anthropic softened this to “help prevent.”

Footnotes

  1. Claude Opus 5.5 System Card (Anthropic, Sep 22, 2026) ↩