As we enter 2026, AI-native automation is fundamentally reshaping telemetry pipeline management. As a result, around 80% of configuration tasks currently hand-built by Observability/Security teams will be automated, transforming the roles of those teams from builders to strategic drivers.
For fraud and AML leaders, the solution isn’t choosing between technology and people, but rather empowering teams with the right technology. AI agents are the key to this transformation with the ability to supercharge fraud and AML teams across end-to-end workflows with human-in-the-loop control.
As AI continues to accelerate how quickly attacks can change, defenses built on static assumptions will continue to fall behind. Detecting intent does not eliminate that challenge, but it offers a way to keep pace by focusing on the one thing attackers cannot easily randomize. The path they have to take.
If 2024 was the year of artificial intelligence (AI) hype, 2025 was the year of AI accountability. The legal landscape shifted from theoretical debates to concrete enforcement actions and compliance deadlines.
Next year, cybersecurity becomes an AI-driven battleground where trust erodes, deception scales, and the speed of intelligent machines determines who stays secure and who gets left behind.
Artificial intelligence (AI) company OpenAI was impacted by a third-party breach affecting analytics company Mixpanel, exposing “limited” user data.
AI autonomy has redrawn the security battlefield. What was once human versus human is now AI against AI, with both attackers and defenders wielding machine power.
Google's report of novel AI-enabled malware in the wild is a game changer if these capabilities are now being picked up by sophisticated attackers. It identifies two specific new malware families, "PROMPTFLUX" and "PROMPTSTEAL," that are the first to incorporate a "just in time" dynamic function creation feature that draws on an LLM.
The integration of AI into cybersecurity has evolved significantly. Initially, AI assistants primarily supported threat research and rapid intelligence processing,...
While AI and Quantum may be powerful tools, don’t get distracted. As organizations race to unlock their potential, it’s easy to lose sight of the basic truth: your cybersecurity foundation matters more than ever.










