What Is MLIR and Why Does It Exist?
Chris Lattner created MLIR (Multi-Level Intermediate Representation) in 2018 at Google to solve the problem of fragmented compiler infrastructure across different hardware targets and programming mode…
Chris Lattner created MLIR (Multi-Level Intermediate Representation) in 2018 at Google to solve the problem of fragmented compiler infrastructure across different hardware targets and programming mode…
NVIDIA's CUDA compiler pipeline transforms a simple vector addition kernel from PTX virtual assembly to SASS machine code through multiple compilation stages, including LLVM-based cicc and ptxas, befo…
LLVM merged three optimizations to its BumpPtrAllocator, reducing overhead in the fast path by skipping unnecessary realignment, removing a null check via a sentinel end pointer, and eliminating per-a…
A developer created Nyra, a programming language that combines Rust's memory safety with JavaScript's simplicity. Nyra features Rust-like ownership, JS-inspired syntax, optional typing, and an LLVM ba…
Researchers have published a paper arguing that the design principles underlying MLIR, a compiler infrastructure for AI models, have formal theoretical correspondences that can clarify abstraction com…
IBM has announced the world's first sub-1 nanometer chip technology, a breakthrough in semiconductor manufacturing that promises major gains in computing power and energy efficiency. The new architect…
Qualcomm is acquiring Modular, the AI infrastructure startup founded by Chris Lattner and Tim Davis, for approximately $3.92 billion in stock. The deal, announced June 24, 2026, gives Qualcomm Modular…
MLIR, a compiler infrastructure framework, has become the foundation for numerous machine learning compilers including XLA, Triton, Mojo, Torch-MLIR, IREE, and ONNX-MLIR. It provides a reusable IR con…
AMD's upcoming GFX1250 and GFX1251 GPU targets, flagged with SRAM ECC support in LLVM, are confirmed as enterprise Instinct hardware, likely for the MI400 series. The feature flag, shared only with pr…
The x86 Ecosystem Advisory Group released the AI Compute Extensions (ACE) Specification on June 15, 2026, defining standardized x86 extensions for matrix multiplication and tile registers to accelerat…
Qt Creator 20 IDE was released with AI agent support via an ACP client extension and a new chat panel, compatible with providers like Claude Code, Codex, and GitHub Copilot. The update also adds a Zen…
NVIDIA released CUDA-Oxide 0.2, the second update to its experimental Rust-to-CUDA compiler, incorporating 37 pull requests from 23 contributors. The new version enables Rust GPU programs to function …
A security researcher reported that attackers are exploiting Meta's AI support system to hijack Instagram accounts, including high-profile ones like the Obama White House account, by simply providing …
A compiler engineer at SemiAnalysis spent over $10,000 in a single afternoon running AI agents to fuzz NVIDIA's closed-source ptxas compiler, uncovering approximately 80 miscompilation bugs in three d…
Modular released the first beta of Mojo 1.0, a systems programming language that combines Python-like syntax with Rust-style memory safety and ownership. The language provides precise control over mem…
Researchers have developed MileStone, a modular framework that models compiler phase ordering as a multi-objective optimization problem using graph neural networks and reinforcement learning. The syst…
The article provides a CMake setup configuration for LLVM 22 on macOS using MacPorts, including a `toolchain.cmake` file that specifies the LLVM 22 compiler path, C++23 standard, and required include/…
The article compares four major C++ deque implementations—libstdc++ (GCC), libc++ (Clang/LLVM), Microsoft STL (Visual Studio), and Boost.Container 1.90—highlighting their differing design choices for …
The article provides a step-by-step command-line guide for installing Clang 5.0 and related LLVM tools on Ubuntu 16.04 (Xenial). It includes commands to add the LLVM repository, install the compiler a…
This is a configuration file for clang-format, a code formatting tool, created by Ingmar Delsink. It specifies formatting rules for C++ code, including a tab width and indent width of 4, no tab charac…