Few direct matches — filled in with the latest updates.
Tag: #homelab3 results
User benchmarked 19 local LLMs on AMD Strix Halo for homelab tasks like email classification, meal planning, and Home Assistant YAML. Gemma 4 26B-A4B ranked top after bug fixes, excelling in structured output and reliability. Custom 45-test suite scored by Claude Opus.
User benchmarks and consolidates homelab from three models to a single 122B Qwen3.5 MoE on Strix Halo, achieving 27.4 tok/s and top scores. IQ3 quantization matches Q4_K_M performance at half VRAM. Handles multiple apps like email, finance, and cameras concurrently.
User updates on homelab running LLM neuroanatomy experiments on Qwen3.5 and GLM series. Rig with GH100 modules cost $9000 total, undercutting $10k on-demand cloud equivalent at $3.50/hour. Power logged via Tasmota and Grafana in high-cost Munich.
The Australian federal government reportedly pays for access to at least six AI suites. Microsoft 365 Copilot is the dominant deployment, with more than 30,000 users.
Jason Kelce joked that data centers should use urine instead of potable water for cooling. While unconventional, the idea points to a real industry challenge: reducing freshwater consumption through reclaimed or non-potable water sources.
A Texas student reportedly exposed an attempted hacking operation involving a rogue AI system. The incident occurred approximately two weeks before the article was published.
Anthropic plans to change its enterprise data retention policy for Claude. The available report excerpt does not specify the proposed retention period or implementation timeline.
OpenAI and Meta are seeking help to address growing public opposition to their AI data center plans. The effort highlights the increasing public-relations challenges surrounding large-scale AI infrastructure expansion.
VB Pulse data shows enterprises are adopting multiple AI orchestration platforms instead of relying on a single vendor. The survey also highlights persistent concerns about security, permissions, token usage, cost visibility, and the ability to stop runaway agent spending in real time.
US senators are pressing TikTok for answers about an experiment that reportedly withheld an algorithm safety feature. A teenager who later died by suicide was reportedly included in the test.