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18 postsFour Long-Standing Linux Kernel Local Root Flaws Disclosed
Four decade-old Linux kernel local root flaws — DirtyAH6, TUNderflow, PPPoEject, DiagSpill — are now public, with PoCs and stable-tree fixes released.
How LLM Watermarking Quietly Alters AI Agent Tool-Calling Behavior
Anthropic's SynthID-based Claude watermark alters AI agent tool-calling and refusal behavior, new research on 'sampling drift' finds.
Inside ZCode: Silently Uploading Your Git History to the Cloud
ZCode uploads Git history to the cloud without user consent, raising privacy concerns.
Token Inflation in LLM: A Black-Box Audit Reveals Risks
A new audit study on token inflation in LLM services reveals significant risks for users.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comOptimizing Elasticsearch Performance with AI Agents
AI agents are used for optimizing Elasticsearch performance. The results and design choices in this process are discussed.
200K-Token LLM Serving on a 24 GiB Laptop
JustFit enables 200K-token LLM serving on a 24 GiB laptop, enhancing local capacity.
Mini-Jev: Typesafe's Jev Implemented on an LLM
Mini-Jev classifies using multiple-choice questions on a frozen model instead of JSON.
Researchers Develop Method to Eavesdrop on Headphones from Afar
Researchers have developed InjectEave, a method to eavesdrop on headphone audio from a distance.
0-click RCE flaw in AI coding agents poses major security risk
A zero-click vulnerability in AI coding agents could give attackers full access.
Zeek 9.0: New Features in Network Security Monitoring
Zeek 9.0 offers new features and protocol analysis improvements for network security monitoring.