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72 postsAre AI Labs Gaming the Pelican-on-a-Bicycle Benchmark?
A statistical study generates 1,008 SVGs across 7 LLMs to test whether AI labs are secretly optimizing for the famous pelican-on-a-bicycle benchmark.
Emem: A Signed Memory Layer for Multi-Agent AI Systems
Emem gives AI agents a signed, verifiable memory layer for physical-world facts that survives context compaction across models and vendors.
Octomind Cloud Launches: Persistent Compute for AI Agents
Octomind Cloud beta unifies AI model access and persistent compute, with transparent per-second billing, Docker support, and 21 curated models.
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.comJailbox: Hardened, Network-Isolated KVM VMs for AI Coding Agents
Jailbox creates hardened, network-isolated KVM VMs to contain AI coding agents and untrusted code, with no route back to your host or LAN.
Why Sony's PS Link USB Dongle Freezes Windows Audio Entirely
A firmware bug in Sony's PS Link USB adapter violates USB spec and crashes Windows audio system-wide. Root cause analysis and workaround inside.
talkthrough-mcp: Local MCP Server Turns Screen Recordings into AI Data
talkthrough-mcp is a local-first, open-source MCP server that turns narrated screen recordings into transcripts, keyframes, and OCR data for AI agents.
Benchmarking How High Availability Affects Managed Postgres Speed
PostgresBench benchmarks the real throughput and latency cost of high availability across managed Postgres providers.
Furtex: Linux Post-Exploitation and Evasion Research Toolkit
Furtex is a Linux post-exploitation and evasion research toolkit based on io_uring and eBPF, designed for authorized research.
SysAdmin 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.