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379 postsSysAdmin Benchmark Measures Power-Seeking in Frontier AI Models
New SysAdmin benchmark tests 7 frontier AI models for power-seeking behavior in Linux sandbox tasks, finding low rates but other alignment risks.
Bw24: From-Scratch Rust+CUDA LLM Engine Tuned for RTX 50 Blackwell
Bw24 is a from-scratch Rust+CUDA LLM inference engine tuned for RTX 50-series Blackwell GPUs, hitting up to 2.3x speculative decoding gains over llama.cpp.
Hardware Knobs Let GPUs Dynamically Throttle AI Model Performance
Four GPU microarchitecture knobs enable fine-grained, low-cost hardware throttling of AI performance as a runtime safety mechanism.
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.comOpenRaft: An async Rust Raft crate with key protocol improvements
OpenRaft brings generalized membership changes, low-conflict elections, and high-throughput batching to async Rust Raft consensus.
Self-State Attacks: New Threat Poisons AI Agents via Their Own Memory
New research defines 'self-state attacks'—AI agents compromised via their own memory files—and finds OS-level defenses hit a structural limit.
data2prompt: CLI Tool Fits Data-Heavy Projects into LLM Context Windows
data2prompt CLI profiles and samples CSVs, Excel files, and SQLite databases to fit data-heavy projects into any LLM context window.
Clustering Two Dell Pro Max GB10 Systems for Local AI Compute
Two Dell Pro Max GB10 systems clustered via RDMA/RoCE for 256GB of local AI memory, revealing setup quirks and firmware pitfalls.
Shackle Brings Deterministic Runtime Governance to AI Agents
Shackle introduces SP/1.0, an open, hash-verifiable conformance standard for real-time governance of AI agent tool calls and certification.
Linux Kernel UDP Corking Flaw Enables Local Privilege Escalation
Two Linux kernel CVEs (2026-53362, 2026-53366) expose a heap OOB write via UDP MSG_SPLICE_PAGES corking, enabling local privilege escalation.
chrome-agent: a Rust-built browser automation CLI for LLM agents
chrome-agent is a lightweight Rust CLI that gives LLM agents a token-efficient, stable-ID browser automation interface via CDP, cutting context by ~66%.