BeyondScale

The "guardrail asymmetry" problem presents a major operational risk for security teams: while an attacker's agent operates without safety constraints, defender agents using hosted frontier models can be blocked from analyzing attack payloads by those models' own strict safety filters. Organizations must audit their Incident Response (IR) playbooks to ensure their analysis pipelines don't fail when processing malicious artifacts. Maintaining an un-guardrailed, self-hosted open-weight model specifically within the IR toolkit has become essential for uninterrupted threat analysis.