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![[AINews] DeepSeek V4 Pro (1.6T-A49B) and Flash (284B-A13B), Base and Instruct — runnable on Huawei Ascend chips](https://substackcdn.com/image/fetch/$s_!ICSA!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff73baf75-34a0-46e8-8452-7cccd7481ba9_1156x730.png)
AINews: Weekday Roundups ### The prodigal Tiger returns... but is no longer the benchmarks leader.
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An AI agent pursues a goal by iteratively taking actions, evaluating progress, and deciding next steps. Useful agents must be reliable, adaptive, and accurate.
OpenAIs internal coding-agent monitor shows how AI labs are beginning to supervise agent behavior through tool traces, reasoning signals, and human review.