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Even the most advanced autonomous agents struggle with fundamental document manipulation tasks, revealing critical vulnerabilities in their operational capabilities.
Achieving new state-of-the-art scores in deep research benchmarks, DuMate-DeepResearch redefines the capabilities of multi-agent systems in tackling complex research tasks.
Decoding LLMs with dynamic adapters doesn't have to be 2.5x slower: AdaFuse slashes latency by 2.4x with token-level pre-gating and fused kernel optimization.
