Two-way physical-layer authentication bounds multi-antenna impersonation
Derived missed-detection bounds cover challenge replacement, response replacement, and both under TDD reciprocity.
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Derived missed-detection bounds cover challenge replacement, response replacement, and both under TDD reciprocity.

The commerce proposal is not law, and DeepSeek also published DeepInfer, the inference stack it uses to serve tokens.

Claude Opus 5.5 leads SimpleBench at 88.4% as GPT-6, Gemini 3.8 Flash, and MiMo-V2.6-Pro also ship.
GAGAR uses groupwise agentic grading to shift code-agent RL credit toward cleaner implementations.

Xiaomi released open-weights MiMo-V2.6-Pro, a 1.02T omnimodal model topping Artificial Analysis's open-model index.
Artificial Analysis profiles MiMo-v2.6-Pro on intelligence benchmarks, capability scores, openness, and per-task token cost.
CodeMidas turns source code into 5,545 RL tasks and improves MiMo-V2.5 on five coding benchmarks.
Researchers show the published lattice-hardness proof for MIMO decoding fails, as Regev's LWE reduction structure does not carry over to non-modular MIMO.
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