也门外交部长：如果推迟对胡塞武装采取行动，未来应对其不断扩大的地区和国际威胁将付出更高代价。

Oct. 31 — DeepSeek’s Harness team published a technical paper, Super-agent design exploration: Toward more autonomous agent systems, outlining an architecture to scale agents beyond single-session limits. The paper says rising model capability has spurred personal assistant agents but current designs isolate sessions and cap multi-tasking at model ability and human attention. DeepSeek proposes a two-layer architecture with event-driven, asynchronous multi-channel interaction, compute–storage separation and an external watchdog to centralize session management and context sync, shifting humans to higher-level decision and acceptance tasks. The firm says internal Super-agent instances are already running for bug reproduction and repair, code-review responses and iterative development of DeepSeek Harness.

Iran Supreme National Security Council secretary Rezaei said if further rounds of nuclear talks are held, Iran's rights under the Nuclear Non‑Proliferation Treaty (NPT) should be respected.