Abstract: Large Language Models (LLMs) have shown remarkable capabilities in code generation tasks, yet they face significant limitations in handling complex, long-context programming challenges and ...
Microsoft AI CEO Mustafa Suleyman says AI will reach "human-level performance" in white-collar work. He predicts most tasks in that field can be automated within the next 12 to 18 months. Several ...
We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...