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Android's sideloading changes, the big Visual Studio Code update, better Linux phones, and more: News roundup

Everything you may have missed from the past week.
InfoWorld

I ran Qwen3.5 locally instead of Claude Code. Here’s what happened.

You can now run LLMs for software development on consumer-grade PCs. But we’re still a ways off from having Claude at home.
IEEE

ASDroid: Resisting Evolving Android Malware With API Clusters Derived From Source Code

Abstract: Machine learning-based Android malware detection has consistently demonstrated superior results. However, with the continual evolution of the Android framework, the efficacy of the deployed ...
IEEE

A Method for Converting Oracle Stored Procedures to Java Code

Abstract: Based on the strong demand for independent control and the improvement of domestic databases, database localization has become an inevitable trend. In the process of migrating Oracle ...
VentureBeat

Anthropic's Claude Code Security is available now after finding 500+ vulnerabilities: how security leaders should respond

Anthropic pointed its most advanced AI model, Claude Opus 4.6, at production open-source codebases and found a plethora of security holes: more than 500 high-severity vulnerabilities that had survived ...