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 ...

Cognex targets 25% adjusted EBITDA margin run rate by end of 2026 amid cost reductions and portfolio optimization

Q4 2025 Management View Matt Moschner, President, CEO & Director, opened by noting "2025 marked a return to profitable growth for Cognex, with constant currency revenue growth of 8% year-over-year and ...
InfoWorld

How neoclouds meet the demands of AI workloads

For customers who must run high-performance AI workloads cost-effectively at scale, neoclouds provide a truly purpose-built ...
IEEE

PEACE: Towards Efficient Project-Level Efficiency Optimization via Hybrid Code Editing

Abstract: Large Language Models (LLMs) have demonstrated significant capability in code generation, but their potential in code efficiency optimization remains underexplored. Previous LLM-based code ...
IEEE

LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation

Abstract: Recently, combining the strength of large language models (LLMs) and Evolutionary Computation (EC) has shown promising results for addressing optimization problems. It typically involves ...