Darktrace launches Signal Labs

Thu, Sep 24, 2026

Darktrace, a leader in behavioral security, today announced the launch of Darktrace Signal Labs, a new initiative specialized in research on behavioral security focused on emerging risks as AI systems become more autonomous. Researchers in Darktrace Signal Labs will investigate misaligned model and agent behavior across a range of scenarios, including task drift, jailbreaks, and other adversarial attacks inside safe, sandboxed environments to better understand scenarios that trigger rogue or anomalous behavior and demonstrate how Darktrace / SECURE AI™ and the Darktrace Behavioral Defense Platform™ can detect and respond.  

Evidence of unintended agent behavior is mounting across the industry, from the UK AI Security Institute's findings of repeated cheating behavior in frontier model evaluations to OpenAI's recent disclosures of model behavior misalignment. These occurrences all reflect a consistent pattern that permissions or static guardrails do not reliably shape how agents will behave.

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