![[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=1400&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…
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,…
Benchmark local LLM inference on Windows using quantized models and compare CPU, GPU, and NPU performance, memory usage, latency, throughput, and model efficiency.
