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5 Realities of AI in Modern Cybersecurity
Every vendor in security claims AI changes everything. Ask the engineers actually building these systems and a different story comes up: a context gap. The AI returns a threat analysis that reads well and sounds confident but has little connection to the product. That is where a recent conversation with Anders Hallgren and Marcus [...]

Strong engagement at the GAIA workshop: Trustworthy AI in Systems Engineering – Keeping Control and Traceability
The central question during this workshop was one that matters more as engineering complexity grows: "How does AI fit into systems engineering without eroding control, traceability, or engineering accountability?" The answer is not to add AI as a black-box layer on top of engineering work. It is to ground AI in structured engineering context, [...]

Systems Engineering problems and SAT solvers
Real engineering problems which can (only) be solved by SAT solvers MSc Jan Söderberg, SystemWeaver, jan.soderberg@systemweaver.com Introduction There are engineering problems that can be expressed as so-called Boolean satisfiability problems, or “SAT” problems[1]. There are as well algorithms to solve such problems, i.e. to find the Boolean values ("true" or "false", or 1 or [...]
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White Paper: Model-Based Systems Engineering
Download this White Paper as a PDF Unmanaged Complexity is the Real Bottleneck for Innovation System complexity has exploded. The industries that build the world's most complex, safety-critical products have undergone a fundamental shift over the past decade: products have become software-defined. The challenge now is maintaining consistency and quality while hundreds [...]

White Paper: Subsystems, Meta-Models and Architecture
Download this White Paper as a PDF Executive summary The meta-model supports the architecture without defining it. Clear, cohesive subsystems with explicit interfaces are what make model-based systems engineering usable at scale. This white paper distills ten practical insights drawn directly from SystemWeaver experts and practitioners, both at SystemWeaver and customers to SystemWeaver. [...]