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Educational materials, tutorials, and lecture notes on statistics, machine learning, and AI, plus conference talks and presentations. This includes fundamentals of AR, MR, and VR development (Machine Learning for data science, VR Fundamentals & WebXR Development, 3D Interaction Design, Performance Optimization), as well as research-based teaching on GenAI applications in Virtual Reality, eye tracking and bio sensors in immersive systems, and digital sovereignty and privacy-preserving technologies.
GLM-5.3's emergent cyber capabilities and OpenAI's GPT-5.6-Cyber signal a shift in AI-assisted vulnerability research. Here's what it means for defensive teams, the guardrails that matter, and why graph-based attack surface mapping is the next frontier.
Malicious LiteLLM releases tied to a Trivy hack may have exposed 2,100+ organisations. The AI model supply chain has the same weaknesses as the npm supply chain — and worse, because models are opaque. Here's the threat model and the defensive stack.
CephFS in production: MDS architecture, pool design, quotas, snapshots, subvolume groups, multi-MDS scaling, Kubernetes CSI, and operations.
Nix is not all-or-nothing. From a pinned devShell to immutable A/B-OTA appliances — six levels of adopting the Nix spirit, with real experience from K3s clusters, air-gapped registries, and Nix-built mail server containers.
The hands-on Nix path: install, nix-shell, flakes, packaging, dockerTools images, NixOS — plus caches, secrets, disko, and tests.
SeaweedFS end to end: master/volume/filer architecture, logical volumes, replication, the S3 gateway, K8up backups, mirroring, and the TLS saga.