AI

Azure’s new AI modernization tools

That’s the extreme end of technical debt—software archaeology rather than software engineering. Day-to-day technical debt is perhaps better thought of as a drag on...

The starkly uneven reality of enterprise AI adoption

This rings true to me. In my experience, the real divide is increasingly not between companies that have access to AI and those that...

Leak reveals Anthropic’s ‘Mythos,’ a powerful AI model aimed at cybersecurity use cases

The indecision over the model’s name, though, didn’t stop it from rattling markets last week. Shares of cybersecurity vendors, including CrowdStrike, Palo Alto Networks,...

Speed boost your Python programs with new lazy imports

What’s happening under the hood? When Python detects a lazy import—typically triggered with the lazy keyword on the import line, as shown above—it doesn’t...

Basic and advanced Java serialization

private void readObject(ObjectInputStream in) throws IOException, ClassNotFoundException { in.defaultReadObject(); this.score = calculateScore(); } Why order matters in custom serialization...

Rethinking VM data protection in cloud-native environments

VMs defined by Kubernetes resources The first big difference is in representation. In traditional virtualization systems, a VM is defined by an object or set...

A data trust scoring framework for reliable and responsible AI systems

Bias detection and mitigation rates, tracking both disparities discovered and time to remediation.  Model drift detection times, measuring how quickly significant performance degradations are identified.  Explanation...

Edge clouds and local data centers reshape IT

The same logic applies in industrial settings. Connected factories increasingly use machine vision, predictive maintenance models, robotics, telemetry, and digital twins to boost throughput...

Kotlin 2.3.20 harmonizes with C, JavaScript/Typescript

Kotlin 2.3.20 has become the latest version of the JetBrains-built language, featuring an interoperability mode for C or Objective-C libraries and name-based destructuring declarations...
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