Cyware Chief Product Officer Sachin Jade joined a TechNadu expert roundtable on Anthropic's newest Claude models, weighing where they sharpen defenders, where they hand attackers an edge, and what disciplined AI governance now demands.

For security teams, Jade sees immediate value in models like Fable 5: vulnerability triage, log analysis, malware reverse-engineering, and accelerated incident response. The bigger shift, he argues, is what comes next — autonomous, agentic workflows that take on continuous code auditing, automated patch generation, and red-team simulation, moving analysts away from manual investigation and toward supervising AI-driven operations.

But capability cuts both ways. Jade urged defenders to assume adversaries are already armed with comparable tooling and to compress their patching and detection cycles to match. The economics are shifting in the attacker's favor: as AI narrows the window between disclosure and exploitation, the cost of mounting an attack falls while the cost of defending against one climbs.

His answer pairs disciplined governance with collective defense. Enterprises, he says, must both leverage AI for security and secure the AI they deploy — building usage policies, audit logging, human review for high-stakes actions, least-privilege access, and sandboxing into a broader Enterprise AI Risk Management model. On Anthropic's decision to restrict access to Mythos 5, Jade called it a reasonable precaution against genuine dual-use risk, while pressing the harder questions: who qualifies for access, how it's verified, and whether such limits meaningfully slow a determined adversary.

"AI is compressing the gap between vulnerability disclosure and exploitation while also empowering defenders. The advantage will go to whichever side adopts faster at scale." — Sachin Jade, Chief Product Officer, Cyware

That conviction anchors his closing point: organizations should treat AI security adoption as an urgent, fundamental necessity and build resilience collectively — through a threat intelligence sharing and collaboration ecosystem designed to defend at global scale.