Benchmark local LLM inference on Windows using quantized models and compare CPU, GPU, and NPU performance, memory usage, latency, throughput, and model efficiency.
kubara turns platform architecture into a reusable product. Its goal is to help teams bootstrap, package, version, and operate consistent Kubernetes platform stacks across clusters. Comments URL: https://news.ycombinator.com/item?id=49327257 Points: 1 # Comm…
Z.ai, the international brand of Chinese AI company Zhipu, has launched GLM-5.3, an update focused on coding, long-horizon tasks and cybersecurity. The model uses the same base model as GLM-5.2, with the company attributing the latest gains to post-training. …
The AI compute landscape was jolted in February 2026 by Taalas, a Canadian startup founded by former AMD and NVIDIA architect Ljubisa Bajic. Emerging with an unconventional "Model-Based" chip architecture, which bypasses software to hardwire model structures,…
![[2606.26294] The Red Queen Gödel Machine: Co-Evolving Agents and Their Evaluators](https://images.weserv.nl/?url=arxiv.org%2Fstatic%2Fbrowse%2F0.3.4%2Fimages%2Farxiv-logo-fb.png&w=800&output=webp&we&il){kind=logo}
Self-improving agents are state-of-the-art (SOTA) on agentic coding benchmarks and have recently been extended to general domains. However, their search methods generally assume a stationary evaluation criterion: a fixed verifier, benchmark, or labeled datase…
