Executive Perspective Nobody has ever been fired for granting access. That is exactly why your server room badge list is longer than it should be. Manufacturing facilities, logistics hubs, airports, data centers, and corporate campuses all contain areas with different … Read More
Machine Learning
Real-Time AI Signal Detection from SETI
The headline result and why it matters In late 2025, the SETI Institute detailed an AI Signal Detection system at the Allen Telescope Array (ATA) that slashed end-to-end processing time by 600×, turning a pipeline that needed ~59 seconds to … Read More
Why Crowd Control Is Critical in Airports
Introduction Airports manage thousands of passengers every hour, making effective crowd control and risk prevention a core part of airport operations. Traditionally, CCTV systems and video surveillance AI within camera security systems for business were used mainly for observation and … Read More
Froth Flotation Finally Turned Into Data
The Logic Translating video into process metrics. The surface of a flotation bank provides key indicators of air rate, reagent regime, and hydrodynamics. Computer vision transforms these pixel-based cues into actionable numbers, ensuring continuous and deterministic monitoring without the need … Read More
Improving 3D Reflection Performance with Gaussian Tracing
3DGS in short NeRF (Neural Radiance Fields) forms images by sampling a neural field along many rays, which looks good but can be slow. 3D Gaussian Splatting (3DGS) replaces heavy per-pixel networks with many Gaussian splats and anisotropic points with … Read More
How Digital-Physical AI Is Changing Vision and Robotics
What “Digital-Physical AI” means in practice Digital-Physical AI is an approach where real-world sensor data (cameras, lidar, IMUs, microphones) is continuously connected with simulation and cloud-scale training to build AI systems that don’t just perceive, but also decide and act … Read More
AI Security Audits in Retrospect After Anthropic’s Intrusion Reveal
I. Introduction The corporate adoption of artificial intelligence tools and large language models (LLMs) has reached an inflection point. AI Agents, persistent artificial intelligence systems that execute complex, multi-step workflows using AI with memory, are reshaping the enterprise risk model. … Read More
Could AI Have Prevented Azure’s Thermal Event?
What actually happened Between roughly 17:00 UTC on 5 November and 02:25 UTC on 6 November, Microsoft flagged service disruption in West Europe after a thermal event – an in-datacenter temperature rise tied to cooling trouble. Microsoft’s preliminary post-incident note … Read More
How AI and Computer Vision Transform Retail Security
Retail security is undergoing a transformation. Traditional CCTV cameras and reactive monitoring are no longer enough to safeguard stores, customers, and assets. AI, computer vision, and intelligent AI agents are shaping the future of retail security – turning surveillance into … Read More
Automated Document Processing with AI for Smarter Workflows
Want to see how document automation and AI-driven workflows work in practice? Test them in a safe sandbox and refine governance strategies with DeepXHub. Create a free account Every day, businesses are buried in a mountain of contracts, invoices, and … Read More