Linux stories
The conference will put Scotland's AI talent, security and infrastructure under the spotlight as debate over governance and control intensifies.
Teams can now spot unapproved infrastructure changes in minutes, helping reduce outage and audit risk as firms face tighter resilience scrutiny.
Public release of the Mini Shai-Hulud code means copycat attacks can now hit developers, CI/CD systems and open-source supply chains.
Regulated firms can now scan code for flaws without sending sensitive data to external AI services, as AISLE targets private deployments.
AI pilots are faltering where firms still judge success by hours saved, leaving customer value and workforce design unresolved.
Travelling professionals can now avoid laptop trackpads, as a pocket-sized foldable mouse cuts strain and works across multiple devices.
Portable gear is becoming a must for hybrid workers as Logitech targets comfort, connectivity and sustainability with its latest devices.
The open-source system is designed to ease storage bottlenecks that can leave costly GPUs underused in AI and high-performance computing clusters.
Demand for local AI development is reshaping HP's PC line-up, with new laptops, mini desktops and secure systems aimed at developers and enterprises.
Developers can now package .NET desktop apps locally in a browser, reducing toolchain setup and keeping source code on their machine.
The update lets AI and HPC teams move workloads across five clouds and on-premises, cutting duplication and simplifying GPU access.
Mid-sized firms facing faster exploits can now outsource patching, exposure scanning and threat monitoring under one contract.
Developers using npm could have secrets exposed as 176 malicious packages were set up to hijack dependency resolution and run postinstall malware.
Software groups in chip design and healthcare are already using Nvidia's new agent tools to automate complex workflows with tighter security controls.
Privacy-focused local AI agents are moving on-device, as Nvidia and Microsoft add security controls and wider app support to Windows PCs.
More than 1,000 games and apps now support Nvidia's RTX features, as the chipmaker also readies a new compact PC design for AI tasks.
The move targets vulnerabilities in software used by large firms, as AI makes it easier to find and exploit flaws.
Long desk sessions may feel easier thanks to a cushioned keyboard, palm-supported mouse and quieter clicks for home offices.
Long hours at a desk are the target as a cushioned keyboard and silent mouse aim to ease strain and noise for hybrid workers.
The chipmaker is betting on local AI workloads as developers seek faster responses, tighter data control and less cloud dependence.
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