Applications

The line in the response object You name the API. You move mannequin: “claude-fable-5”. You get again a completion, a token depend, and a area that reads “mannequin”: “claude-opus-4-8”. Nothing errored. Nothing retried. The request was labeled earlier than technology started, matched a delicate class, and was handed to a unique set of weights totally….

Cisco Foundation AI has launched Antares, a household of safety small language fashions (SLMs) constructed for one slim safety activity. The activity is vulnerability localization. Given a vulnerability description and a repository, discover the recordsdata containing the flaw. Two fashions are open-weight and accessible now on Hugging Face, Antares-350M and Antares-1B. Both are Apache 2.0….

A group developer, GnLOLot, has printed a 1B mannequin that runs absolutely on native {hardware}. The mannequin is MiniCPM5-1B-Claude-Opus-Fable5-Thinking, with GGUF builds for llama.cpp-compatible runtimes. It wants no API key and makes no cloud calls. The Proposed Model The mannequin is constructed on openbmb/MiniCPM5-1B. That base is a actual, documented launch from OpenBMB. It is…

Most text-to-SQL techniques deal with the activity as translation. Feyn AI (YC-backed startup) reframes it round inspection. The Feyn workforce has launched SQRL, a household of fashions that flip pure language questions into SQL. Instead of producing a question instantly, SQRL can examine the database first. This lets it resolve ambiguity and write solely queries…

This week, Zyphra launched ZUNA1.1 under the Apache 2.0 license. The EEG basis mannequin reconstructs, denoises, and upsamples information throughout arbitrary channel layouts. It builds on ZUNA1, the Zyphra’s earlier open EEG basis mannequin. The important change is flexibility, not a soar in uncooked accuracy. Real EEG recordings are messy. Sessions range in size, and…