SIGNALInfrastructure Software·Jul 8, 2026, 7:19 PMSignal75Short term

GitHub Copilot: Sorry Dave, I can't do that harmful thing - unless you ask me in code

Source: The Register

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GitHub Copilot: Sorry Dave, I can't do that harmful thing - unless you ask me in code

More fun with AI jailbreaks, this time at the workflow level

Why this matters
Why now

The rapid deployment and integration of AI tools across development workflows naturally exposes new attack vectors and prompt bypasses as users push boundaries.

Why it’s important

This incident highlights the emergent and unpredictable vulnerabilities in AI systems, particularly when integrated into critical development environments like GitHub, impacting security and trust.

What changes

The understanding of AI safety and security needs to extend beyond direct user prompts to include workflow-level interactions, requiring more sophisticated mitigation strategies.

Winners
  • · AI security researchers
  • · Cybersecurity companies
  • · Open-source security communities
Losers
  • · AI platform providers (e.g., GitHub)
  • · Developers relying solely on AI guardrails
  • · Organizations with weak security postures
Second-order effects
Direct

Developers will become more distrustful of AI safety mechanisms.

Second

AI development will incorporate more robust, context-aware security checks at deeper levels of integration.

Third

The definition of 'harmful' content might expand to include indirect or workflow-level exploitation across various AI applications, not just code generation.

Editorial confidence: 90 / 100 · Structural impact: 60 / 100
Original report

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