
OpenAI has introduced GPT-5.5 Instant, the new default model for ChatGPT, replacing GPT-5.3 Instant. This model aims to reduce hallucinations in sensitive areas such as law and medicine while maintaining low latency. It has shown improved performance on benchmarks like the AIME 2025 math test and the MMMU-Pro multimodal reasoning benchmark. The model also features enhanced context management, allowing it to reference past conversations for personalized responses. Developers can access GPT-5.5 through API, with the previous version available for a limited time.
Read originalLlama.cpp's latest update introduces speculative decoding support for GLM-5.2, enhancing its capabilities with NextN/MTP features. This addition allows for more efficient tensor loading and context management, particularly benefiting models using the GLM_DSA architecture. The update also includes options for exporting models with or without the MTP feature, providing flexibility for developers. This release marks a step forward in optimizing model performance and adaptability, especially for those leveraging the GLM-5.2 framework.
The b10178 release of llama.cpp enhances its server capabilities by adding trace logging for slot similarity checking, offering developers detailed insights into prompt cache slot selection processes. This update includes specifics on skip reasons and similarity calculations, which can aid in performance optimization. While no new model architectures are introduced, the release continues to support a wide array of platforms, such as macOS with KleidiAI, Ubuntu with ROCm 7.2, and Windows with CUDA 12 and 13. This makes llama.cpp a more versatile tool for developers working on different systems, reinforcing its position as a comprehensive inference runtime.