Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The AI Inflection Point That Will Redefine Software Trust

Every few years, something enters the market that doesn’t just change the conversation — it restructures the underlying assumptions of an entire industry. The rapid advancement of AI systems purpose-built for software and security workflows is one of those moments. And I think most of the market is still misreading what it actually means. There will be no shortage of takes. Some will declare that AI has finally “solved” software security.

The Mythos Effect and the End of "Business as Usual" for Security Operations and Risk Management

Something fundamentally shifted in cybersecurity. Claude Mythos, Anthropic’s frontier AI model, signaled the arrival of what the Cloud Security Alliance called an “AI vulnerability storm,” a world where vulnerabilities are discovered and exploited at machine speed. This is a compression event, collapsing timelines, expanding attack surfaces, and forcing a rewrite of how organizations think about security operations, software development, risk, and ultimately, business survival.

How to Monitor MCP Usage: A 10-Step Security Checklist for 2026

What you need to know: MCP can evade traditional DLP, IAM, and SIEM controls because agent traffic looks like authorized API calls, sensitive data is semantically transformed before it leaves the perimeter, and exfiltration happens through tool invocations rather than file transfers.

Cyberhaven Analyst Plugin: AI-Assisted Security Investigation in Claude Code and Codex

Security teams have a data problem. Not a shortage of data, but instead there is a growing data surfacing problem. The signals are there, the incidents are logged, and the classifications exist. But, getting from raw data to a prioritized action plan still requires close to an hour of manual querying, tab-switching, and context reconstruction, every single time. The Cyberhaven Analyst Plugin changes that.

Plenary Session on Data Protection in the Age of AI at CII CIO Awards & Conclave

In this panel discussion titled "Data Protection in the Age of AI" Our Founder & CEO Mr. Anirban Mukherji along with several distinguished speakers, focused on critical aspects of data privacy and cybersecurity. The session explored how artificial intelligence impacts data management and the necessity of robust data privacy and security measures. Experts discuss the importance of responsible AI practices to navigate the evolving digital landscape effectively.

AI SOC vs. white box AI: Why black boxes fail in the real world

There’s a growing wave of “AI SOC” startups promising autonomous everything. They’ll triage your alerts, investigate threats, and even run your playbooks. Push a button, let the machine handle the mess, and enjoy the magic. It sounds great until the moment something breaks. Then everyone, not just security, asks the same question: “What exactly did it do?” And that’s when these systems turn into a liability.

Introducing early access for Case Review Agents: AI decisioning for high-stakes identity decisions

Every day, your review team makes hundreds of decisions that determine who gets access to your platform. These decisions carry a lot of weight. Get them right, and you protect your business while delivering a seamless user experience. Get them wrong, and you either block legitimate users or open the door to fraud. As your business scales, these decisions get harder to manage. Case volume climbs, fraud tactics shift, and regulatory expectations evolve.

The Partnerships Taking on AI Security: Daniel Bernard, CrowdStrike Chief Business Officer

The previous episode of the Adversary Universe podcast explored the “vuln-pocalypse” and the implications of advanced AI models accelerating vulnerability discovery and exploitation. Now, we’re diving into how companies are working together to face these evolving security risks. CrowdStrike Chief Business Officer Daniel Bernard spends much of his time talking with partners and customers about how to address their growing concerns: Is their business protected? Do they know which vulnerabilities are in their environment? What do they do about them?