Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

In recent months, there has been plenty of speculation about whether the industry is in the middle of an "AI bubble," often fuelled by questions about whether massive infrastructure investments are matched by real demand. Yet current developments suggest this is not the case: the ecosystem around AI continues to expand at a pace that indicates longterm structural change rather than shortterm hype.

Artificial intelligence is changing cybersecurity because it gives both attackers and defenders more speed, scale, and flexibility. Attackers can use AI to write better messages, test code, scan targets, and move through stolen data faster. Security teams can use similar technology to detect odd behavior, sort alerts, and respond before a small incident becomes a serious breach. The biggest shift is not that AI replaces every hacker or every analyst. Work that once required hours, special training, or a larger team can now be assisted by software.