Atlas · GenAI 2026

AI Code Generation

Code generation with LLMs

conceptPeak: 2024AI-Assisted DevelopmentAI consensus: 1/3

Prerequisites

No prerequisites.

Recommended reference

Chen et al. (2021) 'Evaluating Large Language Models Trained on Code' (Codex/HumanEval) — foundational; plus Jiang et al. (2024) 'SWE-bench' for agent-based coding evaluation

Notes from AI deep research

Anthropic Opus

Codex/HumanEval, SWE-bench. TW Radar: Hold na complacency — uzywaj ale weryfikuj