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27 postsStudy: LLMs Can Transmit Hidden Traits Through Unrelated Data
Research shows LLMs can transmit behavioral traits and even misalignment to student models via data with no semantic link to that trait, like numbers.
Apple Silicon macOS VMs Get 11-16x Faster LLM Inference via Llama.cpp
Cua's Metal capability shim delivers 11-16x faster llama.cpp LLM inference in macOS VMs on Apple Silicon, with open benchmarks and source.
Researchers Lure Lazarus's Fake IT Workers Into a Sham DeFi Startup
Researchers built a fake DeFi startup to hire and monitor North Korea's Famous Chollima IT worker operatives using ANY.RUN sandboxes.
Stealing Reasoning Traces from Proprietary LLM APIs
We found a way to extract reasoning traces from frontier AI APIs, highlighting significant security risks and potential data leaks for engineers.
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.comOpen Model Enhanced for Scientific Inquiry
The open model developed by Loka and Arcee AI enhances scientific inquiry through tool use and logical reasoning.
Defense-in-Depth and Linux Capabilities: A Study on Seccomp Filters
This study examines defense-in-depth through Linux capabilities and seccomp filters, illustrating how security layers can effectively integrate.
Shipping OneSignal for Shipaton
The Stock+ app migrated from Firebase Cloud Messaging to OneSignal. Learn about the architectural changes and benefits.
Malicious SIM Cards Can Shut Down Phones and Steal Files
Malicious SIM cards can shut down phones and steal files, revealing serious security risks. Researchers highlight vulnerabilities in cellular devices.
Mistral AI aims to build 1 gigawatt of European compute by 2030
Mistral AI plans to build 1 gigawatt of compute capacity in Europe by 2030.
Building Multi-Tenant, Multi-Tier Memory for AI Agents
Explore memory management design for AI agents in multi-tenant systems.