
Z.ai confirms it is behind Ox Alpha, the mysterious open AI model topping benchmarks and leaderboards, and its weights are set to be released soon.
Z.ai, a maker of AI models in the GLM series, has been revealed as the creator of Ox Alpha, a mysterious open-weight AI model that was launched anonymously and quickly topped AI benchmarks. Ox Alpha is described as a reasoning model designed for coding, sustained agentic work, and production workloads. The release matters because it represents another capable and potentially cheaper AI model from China that could compete with expensive frontier models from companies like OpenAI and Anthropic. Z.ai plans to release the model weights on Wednesday, allowing developers to build on top of it.

I read every major model release. Most of them ship a coding number. The number goes up. The conclusion everyone draws is that junior engineers are finished. I think that conclusion is being reached the wrong way. People are reasoning from a benchmark score to a labor market outcome, skipping every step in between. So let me do it differently. Instead of asking “will agents replace juniors,” I want to ask what would have to be true for that to happen. Then check each condit

Model cards report quality under server-class, full-precision conditions. Those numbers rarely predict how the same model behaves on a phone. This week, Liquid AI released Pipette. It is an open-source platform for benchmarking foundation models on edge devices, built in partnership with Artificial Analysis as an independent methodology validator. Pipette treats on-device behavior as a property of the deployed system, not the model in isolation. Its unit of measurement is a full configuration:

OpenAI says its new AI chip, Jalapeño, completes tasks more efficiently and returns responses faster than other AI systems, according to a blog post published on Tuesday. During a briefing with reporters, OpenAI hardware vice president Richard Ho said Jalapeño offers the "best of both worlds" with lower latency and higher throughput, as AI systems typically "have to make a trade-off between the two." First introduced in June, Jalapeño is an Application-Spec
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