AI & Security Posture and Risk Expansion
Articles on building security foundations and expanding defenses based on organizational risk profiles, including core feature adequacy assessments, management interface hardening, and the progression from baseline to risk-appropriate security postures.
The AI Security Paradigm: Shifting Toward Continuous Proactive Resilience
Enterprises must rethink security as AI accelerates threats. Learn why cyber resilience now requires continuous identity, sanitization, and pre-attack readiness.
The Limits of Autonomy: Why Security Teams Are Recalibrating AI-Driven Pentesting
As firms experiment with automated AI for vulnerability detection, concerns over "excessive agency" and "over-reliance" are steering security leaders back toward hybrid, risk-based frameworks.
Security Posture: From Core Features to Risk-Appropriate Expansion
Security starts with core features but must expand based on organizational risk profile. Management interface exposure and credential leakage reveal that baseline protections are often insufficient for real-world threat landscapes, demanding a progression from minimum viable security to risk-calibrated defense postures.