AI Shorts

Code-oriented massive language fashions moved from autocomplete to software program engineering methods. In 2025, main fashions should repair actual GitHub points, refactor multi-repo backends, write checks, and run as brokers over lengthy context home windows. The foremost query for groups will not be “can it code” however which mannequin matches which constraints. Here are seven…

OpenAI has launched a analysis preview of gpt-oss-safeguard, two open weight security reasoning fashions that permit builders apply customized security insurance policies at inference time. The fashions are available in two sizes, gpt-oss-safeguard-120b and gpt-oss-safeguard-20b, each high-quality tuned from gpt-oss, each licensed underneath Apache 2.0, and each obtainable on Hugging Face for native use. https://openai.com/index/introducing-gpt-oss-safeguard/…

Can a compact late interplay retriever index as soon as and ship correct cross lingual search with quick inference? Liquid AI launched LFM2-ColBERT-350M, a compact late interplay retriever for multilingual and cross-lingual search. Documents could be listed in a single language, queries could be written in lots of languages, and the system retrieves with excessive…

Can we render lengthy texts as photos and use a VLM to attain 3–4× token compression, preserving accuracy whereas scaling a 128K context towards 1M-token workloads? A staff of researchers from Zhipu AI launch Glyph, an AI framework for scaling the context size through visual-text compression. It renders lengthy textual sequences into photos and processes…

Large language fashions (LLMs) supply a number of parameters that allow you to fine-tune their habits and management how they generate responses. If a mannequin isn’t producing the specified output, the problem usually lies in how these parameters are configured. In this tutorial, we’ll discover among the mostly used ones — max_completion_tokens, temperature, top_p, presence_penalty,…