Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Best Business AV Partners for Secure, Compliant Deployments in 2026

Choosing a business AV partner is no longer just about screens, speakers, and room control. For enterprise, education, healthcare, government, and regulated commercial environments, the bigger question is whether an integrator can deliver systems that fit security rules, accessibility requirements, procurement standards, and long-term support needs.

Top Tech Talent Sourcing: Identifying the Best IT Recruitment Agencies in Poland 2026

The landscape of technology recruitment in 2026 has become increasingly complex. As remote work and hybrid models have matured, the competition for elite software engineers, DevOps specialists, and AI researchers in Poland has reached unprecedented levels. For international companies looking to establish or scale their technical teams in Central Europe, the challenge is no longer just finding talent-it is about engaging and securing the right talent. This environment has elevated the role of specialized recruitment partners from simple vendors to strategic consultants. To succeed, businesses must be able to identify which partners truly understand the nuances of the Polish developer community and the technical demands of modern software architecture.

Has AI structurally changed the cyber industry forever? #cybersecurity #podcast #ai

On this week's episode of The Cybersecurity Defenders Podcast, Stel Valavanis, founder of onShore Networks, argues that AI is a significant milestone but does not change where security is headed. He puts AI alongside the Internet and TCP/IP and makes the case that the path forward is clear: fully embrace it as a tool, regardless of which side of the equation you are on. He also points out that agentic and automated AI was already being deployed well before LLMs arrived.

Why NER models fail at PII detection in LLM workflows - 7 critical gaps

In AI systems, PII detection is the first step. Not the most glamorous step. But the one that, when it fails, takes everything else down with it. Identifying sensitive data (names, Social Security numbers, financial records, health information) has to happen before any of it reaches an LLM. Get this wrong, and you’re looking at one of two bad outcomes: Traditional DLP systems could afford to be aggressive with detection. LLMs can’t. They depend on full context to generate correct outputs.

Moonshot AI governance breakdown: Lessons from the Cursor/Kimi K2.5 incident

What happens when a $29 billion company forgets to rename a model ID, and what it means for every organization using open-source AI. On March 19, 2025, Cursor, the AI-powered coding tool valued at $29 billion and generating an estimated $2 billion in annual recurring revenue, launched Composer 2, its newest and most powerful coding model.

When the Data Center Closes: A Complete Cloud Migration Story

Staying healthy sounds easy, but it’s often a daunting and complex process. It involves balancing diet, exercise, sleep, and routine doctor visits, among other things. For many, this lifelong commitment can cause fear, worry, and anxiety. Similarly, migrating a production environment to the cloud is a complex process. When a data center closure is on the horizon, the pressure mounts quickly.