DeepSeek-V4.1-Flash-1017 achieved top scores among tested models on Automation-Bench v1.0.6 at 60.5, Agents' Last Exam at 35.4, and Apex Bench v1.1 at 72.1

Autonomous systems that use large language models to plan, reason, and take actions — including browsing the web, writing code, calling APIs, and completing multi-step tasks with minimal human intervention.

AI research advances and the benchmarks used to measure progress.