
Anthropic has introduced Claude Sonnet 5, an advanced AI model designed to enhance agentic capabilities such as planning and tool use. This model offers performance close to the Opus 4.8 but at a lower cost, making it an attractive option for developers. Safety assessments indicate improved behavior over previous models, with reduced rates of undesirable actions. Available across all plans, Claude Sonnet 5 is priced at $2 per million input tokens and $10 per million output tokens until August 31, 2026, after which prices will increase. This release provides developers with a powerful tool for executing complex tasks efficiently.
Read originalThe latest release of llama.cpp, b10955, tackles a critical issue of heap corruption by disabling the ggml-cpu precompiled header and fixing CACHE_LINE_SIZE ambiguity. This update ensures consistent CACHE_LINE_SIZE values across C++ kernels and C work-buffer sizing code, preventing heap-buffer-overflow and subsequent crashes. By restoring the natural include order and removing the std::hardware_destructive_interference_size branch, the update makes the value deterministic and include-order independent. This release is a technical fix that stabilizes the runtime environment for developers using llama.cpp.
The latest llama.cpp release, b10956, introduces significant improvements to the SYCL backend, particularly for handling large k values in TOP_K operations. By implementing a radix select method, the update allows for efficient GPU-resident processing, avoiding previous limitations that forced operations to fall back to the CPU. This change enhances performance, especially in scenarios requiring large k values, such as qwen4exp's sparse-attention indexer. The update ensures that operations are more efficient and scalable, providing a notable boost in processing speed without regressing any measured shapes.