Category Archives: Generative AI

Vulnerability SLA’s Assume Attackers Wait Their Turn

Posted on 28 August 2026 by miantah@hotmail.com

A vulnerability can flip from “not exploitable” to “actively exploited” in an hour. Your remediation SLA probably gives it 60-90 days if it’s internal. Which timeline do you think the attacker is working from?

Most vulnerability management programs still run on two quiet assumptions: external systems get patched fast, internal systems can wait — and confirmed-exploitable gets patched fast, everything else waits too. Both assumptions made sense a few years ago. The data below suggests they don’t anymore. Continue reading →

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The 72-Hour Race: Why AI-Driven Discovery is Testing the Limits of Governance

Posted on 7 May 2026 by Tahir

The “luxury of time” in cybersecurity just evaporated. Recent reports indicate that U.S. officials at CISA are considering a radical policy shift: cutting the remediation window for exploited flaws from the typical two weeks down to just three days. The … Continue reading →

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Sandboxing for Success: The Key to Unleashing Generative AI in Banking

Posted on 15 March 2024 by Tahir

Innovation is the lifeblood of progress, especially in the dynamic landscape of financial institutions. However, as these institutions navigate the ever-evolving digital realm, they often find themselves shackled by stringent security protocols and regulatory requirements. Among the casualties of this … Continue reading →

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