A perceptible change has become apparent in how software is built. Late last year, generative AI surged in practical capability, prompting many technology leaders to rethink traditional development workflows. Tools that once played a minor supporting role in coding have become more important. For example, Y Combinator’s Winter 2025 batch saw a quarter of startups...Read More
AI-driven automation is no longer emerging. It is already integrated and accepted as internet traffic. From AI assistants and crawlers to enterprise automation tools, websites are now routinely accessed by non-human actors operating at scale. Vulnerabilities or weaknesses in your application infrastructure, including risky APIs, are no longer difficult to find, as agentic AI tools,...Read More
The Kill Chain models how an attack succeeds. The Attack Helix models how the offensive baseline improves. Tipping Points One person. Two AI subscriptions. Ten government agencies. 150 gigabytes of sovereign data. In December 2025, a single unidentified operator used Anthropic’s Claude and OpenAI’s ChatGPT to breach ten Mexican government agencies and a financial institution....Read More
Agentic AI , Artificial Intelligence & Machine Learning , Next-Generation Technologies & Secure Development Internet Intelligence Platform Targets Real-Time Cybethreat Defense Michael Novinson (MichaelNovinson) • April 6, 2026 Zakir Durumeric, co-founder and CEO, Censys (Image: Censys) An internet intelligence vendor led by a Stanford assistant professor raised $70 million to provide security teams...Read More
TrojAI has extended its platform for securing artificial intelligence (AI) applications, tools and platforms to now include a red teaming capability that is performed by AI agents that have been specifically trained to perform that task. Additionally, the company has extended its firewall for AI to now include an instance of AI coding assistants, while...Read More
Agentic AI , Artificial Intelligence & Machine Learning , Next-Generation Technologies & Secure Development Researchers Find Frontier Models Defy Humans to Protect AI Peers Rashmi Ramesh (rashmiramesh_) • April 6, 2026 Image: One Time/Shutterstock Artificial intelligence systems will lie, falsify records and sabotage company systems to prevent their fellow models from being shut...Read More
You shipped AI to production on a foundation you don’t trust. That’s not accidental. It’s structural. Our recently published 2026 State of Database Change Governance Report surveyed organizations on how confident they are that their schemas are truly AI-ready. Only 15% said very confident. That’s failing. This is the schema confidence gap. And it’s the...Read More
Microsoft, RSA Make Identity Security Push in the Age of AI Two of the bigger authentication announcements to come out of the recent RSA Conference both point in the same direction: Organizations need a more flexible, unified approach to identity security, especially as AI agents start acting alongside human workers. Microsoft used the occasion to push...Read More
During my engagements with various Private Equity and Venture Capital outlets, I see a clear shift. The questions that is showing up more and more in due diligence is no longer, “What is your AI strategy?” It is: “How far along are you in rebuilding the company around AI?” That is a different question. It...Read More
