OpenAI deploys Cerebras chips for 'near-instant' code generation in first major move beyond Nvidia

OpenAI launches GPT‑5.3‑Codex‑Spark, a Cerebras-powered, ultra-low-latency coding model that claims 15x faster generation speeds, signaling a major inference shift beyond Nvidia as the company faces ...

OpenAI's new Spark model codes 15x faster than GPT-5.3-Codex - but there's a catch

OpenAI's new GPT-5.3-Codex-Spark promises ultra-fast, conversational AI coding, if you can tolerate a few trade-offs.

Sixteen Claude AI agents working together created a new C compiler

Over two weeks and nearly 2,000 Claude Code sessions costing about $20,000 in API fees, the AI model agents reportedly produced a 100,000-line Rust-based compiler capable of building a bootable Linux ...
IEEE

Characterizing and Improving the Performance of Many-Core Task-Based Parallel Programming Runtimes

Abstract: Parallel task-based programming models like OpenMP support the declaration of task data dependences. This information is used to delay the task execution until the task data is available.
IEEE

Evaluating and Improving Framework-based Parallel Code Completion with Large Language Models

Abstract: Modern computing architectures (e.g., multi-core CPUs, GPUs, distributed systems) rely on parallel code implemented via frameworks such as OpenMP, MPI, and CUDA. While large language models ...