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Software Engineering

Stories in this category.

InfoQ17 days agoSoftware Engineering

Google’s TurboQuant Compression May Support Faster Inference, Same Accuracy on Less Capable Hardware

Google Research unveiled TurboQuant, a novel quantization algorithm that compresses large language models’ Key-Value caches by up to 6x. With 3.5-bit compression, near-zero accuracy loss, and no retraining needed, it allows developers to run massive context windows on significantly more modest hardware than previously required. Early community benchmarks confirm significant efficiency gains. By Br

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InfoQ18 days agoSoftware Engineering

Presentation: Empower Your Developers: How Open Source Dependencies Risk Management Can Unlock Innovation

Celine Pypaert discusses the ubiquitous nature of open-source software and shares a blueprint for securing modern applications. She explains how to prioritize high-risk vulnerabilities using exploitability data, the role of Software Bill of Materials (SBOM), and the importance of bridging the gap between DevOps and Security through clear accountability and automated governance. By Celine Pypaert

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InfoQ18 days agoSoftware Engineering

Zendesk Says AI Makes Code Abundant, Shifting the Bottleneck to “Absorption Capacity”

Zendesk argues that GenAI shifts the bottleneck in software delivery from writing code to “absorption capacity”, which is the organisation’s ability to define problems clearly, integrate changes into the wider system, and turn implementation into reliable value. As code becomes abundant, architectural coherence, review capacity, and delivery flow become the main constraints. By Eran Stiller

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InfoQ18 days agoSoftware Engineering

Claude Code Used to Find Remotely Exploitable Linux Kernel Vulnerability Hidden for 23 Years

Anthropic researcher Nicholas Carlini used Claude Code to find a remotely exploitable heap buffer overflow in the Linux kernel's NFS driver, undiscovered for 23 years. Five kernel vulnerabilities have been confirmed so far. Linux kernel maintainers report that AI bug reports have recently shifted from slop to legitimate findings, with security lists now receiving 5-10 valid reports daily. By Steef

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