Tag: ai

All the articles with the tag "ai".

• The Dashboard always wins

  Published:Jun 21, 2026

  Why does a sophisticated forensics and detection platform struggle to gain visibility, while a vibe-coded country risk dashboard instantly attracts executive sponsorship?

• The Return of the Open Source Debate

  Published:Jun 14, 2026

  The open source versus closed source debate is back, but this time AI is changing the rules. As LLMs make software easier to understand, the security advantage of obscurity continues to shrink. In the age of AI-assisted analysis, the most secure projects won't be the ones that hide their code, but the ones that can withstand scrutiny.

• Most corporate CTI teams won't survive the next five years

  Published:Apr 26, 2026

  AI is going to replace the bulk of what corporate CTI teams do today. The question is whether the industry adapts or pretends this is not happening.

• The New Hacker Summer

  Published:Feb 25, 2026

  AI-assisted development is dramatically accelerating software creation, but in doing so it is reintroducing classic security flaws the industry already learned to mitigate. Code may be cheap and instant, but security, architectural integrity, and engineering judgment still require deliberate human oversight.